Dom/rpa_vision_v3
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat: replay E2E fonctionnel — 25/25 actions, 0 retries, SomEngine via serveur

Browse Source 
Validé sur PC Windows (DESKTOP-58D5CAC, 2560x1600) :
- 8 clics résolus visuellement (1 anchor_template, 1 som_text_match, 6 som_vlm)
- Score moyen 0.75, temps moyen 1.6s
- Texte tapé correctement (bonjour, test word, date, email)
- 0 retries, 2 actions non vérifiées (OK)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Dom
2026-03-31 14:04:41 +02:00
parent 5e0b53cfd1
commit a7de6a488b
79542 changed files with 6091757 additions and 1 deletions
Download Patch File Download Diff File Expand all files Collapse all files

632
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal (2).json Normal file
View File

@@ -0,0 +1,632 @@
{
"workflow_id": "Bloc-notes, Explorateur et Terminal (2)",
"name": "Bloc-notes, Explorateur et Terminal (2)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T03:27:25.006693",
"updated_at": "2026-03-19T03:27:25.006694",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"accueil"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [
"search_field",
"primary_action",
"navigation",
"form_input",
"settings"
],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.009671351872384548,
0.004240992944687605,
-0.022516850382089615,
-0.005174268968403339,
0.012762753292918205,
-0.0010343806352466345,
0.024623258039355278,
0.029420336708426476,
-0.0006538747111335397,
0.016895076259970665,
0.018215974792838097,
-0.004098266363143921,
-0.04294578358530998,
0.006571291945874691,
-0.0016509699635207653,
0.008166876621544361,
0.016670994460582733,
0.01268400251865387,
0.016692230477929115,
0.009649659506976604,
0.06170469895005226,
0.028549904003739357,
0.01305526215583086,
0.015606491826474667,
-0.012632942758500576,
-0.017930762842297554,
-0.0027230328414589167,
0.017718980088829994,
-0.03129212558269501,
-0.00848648976534605,
-0.02562028542160988,
0.006965886801481247,
-0.03672555461525917,
0.02592233195900917,
0.007402030751109123,
0.009809509851038456,
-0.019482040777802467,
0.02243513986468315,
0.006348454859107733,
-0.14198575913906097,
-0.014341196045279503,
-0.02811615727841854,
0.001014428329654038,
-0.03559540957212448,
0.01966533251106739,
-0.021330537274479866,
1.9855260688927956e-05,
-0.015688126906752586,
0.018516870215535164,
0.030012842267751694,
0.0015547912335023284,
-0.002268465468659997,
0.006268553901463747,
-0.005633914843201637,
-0.017931947484612465,
0.02541186287999153,
0.022264093160629272,
-0.000265351525740698,
0.013052407652139664,
0.021594621241092682,
-0.01837061159312725,
0.00240060081705451,
-0.007567055057734251,
-0.012136370874941349,
-0.0013709116028621793,
-0.022161148488521576,
-0.02494112215936184,
-0.03777327761054039,
-0.00827554427087307,
-0.03342448174953461,
0.039247117936611176,
-0.02619048021733761,
0.00842390675097704,
-0.01730070263147354,
-0.007570729125291109,
-0.028066474944353104,
0.01484607346355915,
0.022485723719000816,
0.013993900269269943,
0.002929476322606206,
-0.0072294967249035835,
0.018491046503186226,
0.00972964521497488,
-0.006169802043586969,
0.0057631852105259895,
0.006838369648903608,
0.07742826640605927,
-0.007557119708508253,
0.006809721700847149,
-0.019991649314761162,
0.004592547193169594,
0.027985094115138054,
-0.547603189945221,
-0.0771690160036087,
-0.014332789927721024,
-0.005580805242061615,
-0.026743236929178238,
-0.008838632144033909,
-0.00036396310315467417,
-0.021030670031905174,
-0.006961398292332888,
-0.009030441753566265,
-0.03670383617281914,
-0.006530751008540392,
0.01145065575838089,
0.02882363460958004,
-0.22908014059066772,
-0.007039825897663832,
-0.023692410439252853,
0.010518048889935017,
0.0017087467713281512,
-0.018621062859892845,
0.005676388740539551,
-0.013577191159129143,
0.013737671077251434,
-0.025013983249664307,
0.011149594560265541,
0.0035412879660725594,
-0.014650913886725903,
0.010652462020516396,
0.009671153500676155,
0.0102750388905406,
-0.0012389650801196694,
-0.00967369694262743,
0.00195689988322556,
-0.009720693342387676,
0.005037428345531225,
-0.0305402223020792,
0.024614574387669563,
-0.0019334659446030855,
0.015376229770481586,
-0.036543507128953934,
-0.002162944059818983,
0.3859787881374359,
-0.000960694975219667,
0.0008807904087007046,
-0.023187821730971336,
0.009367450140416622,
0.027842743322253227,
-0.0004424968792591244,
0.0008605524199083447,
-0.00989619642496109,
0.00723115773871541,
-0.010240062139928341,
-0.014145835302770138,
0.001971498131752014,
0.009028324857354164,
0.08339270949363708,
0.007800298742949963,
-0.009202886372804642,
-0.008583113551139832,
-0.0220169834792614,
-0.011180249974131584,
-0.006360112689435482,
-0.02742179110646248,
-0.06064721941947937,
0.027482403442263603,
0.03910106047987938,
0.024320097640156746,
0.004132946487516165,
0.023892764002084732,
0.0027466570027172565,
0.020743779838085175,
0.02409522794187069,
0.027926288545131683,
-0.03137204051017761,
0.021742215380072594,
0.02044185809791088,
-0.0017965359147638083,
-0.020574726164340973,
0.0011385629186406732,
0.003500616643577814,
-0.004655937664210796,
-0.0059327431954443455,
0.018733548000454903,
-0.015700336545705795,
0.03519098833203316,
-0.0014001248637214303,
0.08553159981966019,
-0.047661181539297104,
9.535891149425879e-05,
-0.018790477886795998,
-0.015615093521773815,
-0.005358171183615923,
0.00011185082257725298,
0.00015059350698720664,
0.013469782657921314,
-0.009296492673456669,
0.002823643619194627,
-0.009661014191806316,
0.0024199415929615498,
-0.024134792387485504,
-0.010979970917105675,
-0.03441542759537697,
0.013068089261651039,
0.025150684639811516,
0.01359941903501749,
0.0002988582127727568,
0.003391204634681344,
-0.006592634599655867,
0.00032364801154471934,
0.013708464801311493,
-0.018976807594299316,
-0.016263434663414955,
0.014317696914076805,
0.011766635812819004,
-0.009449603967368603,
0.0012334388447925448,
-0.017424996942281723,
0.016751669347286224,
-0.045430853962898254,
-0.029436873272061348,
-0.0013949557906016707,
-0.01840069517493248,
-0.011248838156461716,
0.0016244840808212757,
-0.009955820627510548,
-0.00012654325109906495,
0.0831390768289566,
0.001354661537334323,
0.014017103239893913,
-0.04050552472472191,
0.015496090985834599,
0.01953968033194542,
0.006243693642318249,
0.01998593844473362,
0.04033498466014862,
0.013807296752929688,
-0.015442532487213612,
0.007194903213530779,
-0.016784856095910072,
0.02988891303539276,
-0.0015250942669808865,
0.03655672445893288,
0.02196718007326126,
-0.024654800072312355,
0.017201798036694527,
-0.01125799585133791,
0.0008924687281250954,
-0.019819675013422966,
0.02144046314060688,
-0.009952079504728317,
0.0253441222012043,
-0.02046450413763523,
0.0029224564787000418,
0.08170003443956375,
-0.004247895907610655,
0.017700383439660072,
-0.008504942990839481,
-0.002215252025052905,
-0.010162075981497765,
0.010460173711180687,
-0.0023966538719832897,
-0.015770042315125465,
-0.0048107267357409,
0.023665379732847214,
-0.011491707526147366,
0.03983725607395172,
-0.0873616486787796,
0.013816053047776222,
0.021442588418722153,
-0.01171571109443903,
0.02431347966194153,
0.04305468499660492,
0.03669072315096855,
-0.007437675725668669,
-0.025398587808012962,
0.006180868949741125,
-0.04272417351603508,
-0.023399386554956436,
0.026570787653326988,
0.013840961270034313,
-0.011594565585255623,
-0.008627774193882942,
0.02148275449872017,
0.015307731926441193,
0.007322021760046482,
0.018660573288798332,
-0.013242275454103947,
-0.0034859483130276203,
0.01598059944808483,
-0.00997351948171854,
0.02763226628303528,
-0.00032381495111621916,
0.00676691485568881,
0.004426334984600544,
0.039780259132385254,
-0.02176082506775856,
-0.005298954900354147,
-0.03804716840386391,
-0.02503211796283722,
-0.003012776840478182,
-0.014152669347822666,
-0.0003266995772719383,
-0.02498844638466835,
0.03389132022857666,
-0.024784697219729424,
-0.012240329757332802,
0.0127690639346838,
-0.020720871165394783,
-0.01700488291680813,
0.016530968248844147,
-0.012921404093503952,
-0.046980686485767365,
0.027032505720853806,
-0.0011707377852872014,
0.004841541405767202,
0.03730439767241478,
-0.012074117548763752,
-0.016103330999612808,
0.006815006956458092,
0.0031242715194821358,
0.38559019565582275,
0.016944099217653275,
-0.0014085525181144476,
0.007253710646182299,
-0.012646886520087719,
0.011872217059135437,
0.01766299083828926,
0.05688660219311714,
-0.01309480331838131,
0.11557824909687042,
0.004031588789075613,
-0.010010207071900368,
-0.02026715688407421,
-0.015794215723872185,
-0.0219580065459013,
0.018388787284493446,
0.01178034394979477,
-0.11205878108739853,
-0.0045144641771912575,
-0.011110339313745499,
0.005934967193752527,
-0.01047904696315527,
-0.012810127809643745,
0.009743708185851574,
0.035833023488521576,
0.007725904230028391,
-0.014309759251773357,
0.0235639326274395,
0.024929266422986984,
-0.015749242156744003,
-0.024329865351319313,
0.03378712758421898,
-0.01823526620864868,
-0.012313592247664928,
0.023553017526865005,
-0.013515336439013481,
0.03072815202176571,
0.025542037561535835,
-0.016238974407315254,
0.009008124470710754,
-0.006160348653793335,
0.014674161560833454,
-0.0032251784577965736,
-0.010457060299813747,
0.013493790291249752,
0.018378205597400665,
0.015858041122555733,
0.005874253809452057,
0.020246101543307304,
0.01478381548076868,
-0.005411938764154911,
0.03624946251511574,
-0.03343907371163368,
-0.023549403995275497,
-0.01705690287053585,
-0.05826887860894203,
0.0026959427632391453,
0.021922403946518898,
-0.02149938978254795,
0.012267679907381535,
0.00914005097001791,
-0.0160048995167017,
0.018883267417550087,
-0.010259032249450684,
-0.022694513201713562,
0.030394386500120163,
-0.07418613135814667,
-0.005597489885985851,
-0.029965998604893684,
0.010031274519860744,
0.00327301281504333,
-0.022372430190443993,
0.025972314178943634,
-0.008618592284619808,
0.029168741777539253,
-0.011550361290574074,
0.00014666447532363236,
0.02532268315553665,
0.006837175693362951,
-0.00728287547826767,
-0.014575725421309471,
0.019092220813035965,
0.004177320282906294,
-0.014950216747820377,
-0.003394446102902293,
0.023863786831498146,
-0.05402698740363121,
0.042203404009342194,
-0.0030831380281597376,
-0.009248543530702591,
0.017990270629525185,
-0.0046063633635640144,
0.028350990265607834,
-0.003561904188245535,
-0.020623596385121346,
0.0037183340173214674,
0.06196662411093712,
0.0029319426976144314,
0.005270978435873985,
-0.027212893590331078,
-0.008605514653027058,
0.030479712411761284,
-0.026155706495046616,
-0.003373982384800911,
0.004749216604977846,
-0.0067299120128154755,
-0.024370325729250908,
-0.01844293251633644,
0.016431298106908798,
-0.018106643110513687,
-3.4060844882333186e-06,
0.009271176531910896,
-0.01529846154153347,
0.021583542227745056,
-0.016313262283802032,
-0.05896672606468201,
-0.1488068401813507,
-0.02232973650097847,
-0.0308943260461092,
0.0015948291402310133,
-0.09714041650295258,
0.003870887216180563,
0.0008470184402540326,
-0.03211730346083641,
-0.010363041423261166,
-0.03651575371623039,
-0.02232442982494831,
-0.014948541298508644,
-0.012120903469622135,
-0.015829170122742653,
-0.022869328036904335,
-0.0033236423041671515,
0.01663357764482498,
-0.012988122180104256,
0.012502054683864117,
0.008297952823340893,
0.012110210955142975,
-0.018290691077709198,
-0.09217208623886108,
-0.015539598651230335,
0.03670645132660866,
0.02791251800954342,
0.024785740301012993,
0.03889656439423561,
-0.03726919740438461,
-0.02366671711206436,
0.00968379806727171,
0.015283351764082909,
0.002527463249862194,
-0.008527755737304688,
-0.018992772325873375,
0.00919240154325962,
-0.020067883655428886,
-0.012983249500393867,
0.042167145758867264,
-0.006953584495931864,
-0.005256793927401304,
-0.010011820122599602,
0.011495205573737621,
0.0379282608628273,
-0.020458005368709564,
0.004840105306357145,
0.01559357438236475,
-0.033511221408843994,
0.003441231558099389,
0.006599052343517542,
-0.0016658050008118153,
0.02007708139717579,
0.010877241380512714,
-0.11436545848846436,
0.010637269355356693,
-0.011109924875199795,
0.031772181391716,
0.04223427549004555,
-0.0038352995179593563,
-0.007595946080982685,
-0.0026958719827234745,
-0.024835918098688126,
0.06000876799225807,
-0.015560891479253769,
0.021694302558898926,
-0.011237822473049164,
-0.017449865117669106,
-0.0157514326274395,
0.04074328765273094,
0.012329899705946445,
-0.0046234107576310635,
-0.017535334452986717,
0.016844823956489563,
0.006935282610356808,
-0.002625036519020796,
0.006701301783323288,
-0.03354811295866966,
0.014097815379500389,
0.02171003632247448,
-0.018894067034125328,
0.028117956593632698,
-0.011843164451420307,
-0.034447696059942245,
-0.02450045570731163
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Explorateur et Terminal (2)",
"overall_score": 0.9166666666666666,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T03:27:25.007229"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal (3).json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Bloc-notes, Explorateur et Terminal (3)",
"name": "Bloc-notes, Explorateur et Terminal (3)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T10:47:36.171228",
"updated_at": "2026-03-19T10:47:36.171228",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"0 nom"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.0070649259723722935,
0.006602264009416103,
-0.02520732395350933,
-0.0054504359140992165,
0.016862425953149796,
-0.0024592233821749687,
0.02800089120864868,
0.02974977158010006,
-0.0023365425877273083,
0.014796283096075058,
0.01486894115805626,
-0.002440022537484765,
-0.04057077690958977,
0.008776907809078693,
9.882535232463852e-05,
0.009679879061877728,
0.013365582562983036,
0.017320994287729263,
0.01919776014983654,
0.009224165230989456,
0.06633403152227402,
0.02713235840201378,
0.011000956408679485,
0.017004884779453278,
-0.013572375290095806,
-0.023031605407595634,
-0.0032392076682299376,
0.01867656223475933,
-0.034702010452747345,
-0.006819969043135643,
-0.019909527152776718,
0.0009728829027153552,
-0.03692207485437393,
0.02422841638326645,
0.0083888228982687,
0.007038173731416464,
-0.018921827897429466,
0.01786966621875763,
0.011109528131783009,
-0.13851521909236908,
-0.010373066179454327,
-0.024635106325149536,
-0.0007177605875767767,
-0.04040909931063652,
0.023780977353453636,
-0.021528063341975212,
-0.0015721407253295183,
-0.018100356683135033,
0.020577048882842064,
0.031859610229730606,
0.004651190713047981,
-0.0021175977308303118,
0.009573751129209995,
-0.00699240155518055,
-0.018298745155334473,
0.023149626329541206,
0.013428093865513802,
-0.0015876330435276031,
0.010806657373905182,
0.021967168897390366,
-0.017956245690584183,
0.003992670215666294,
-0.012950640171766281,
-0.012721473351120949,
-0.002023347420617938,
-0.016927652060985565,
-0.02141953632235527,
-0.03761669248342514,
-0.007695344276726246,
-0.03428369015455246,
0.042437486350536346,
-0.020703481510281563,
0.008337401784956455,
-0.02633422613143921,
-0.010745132341980934,
-0.01809869334101677,
0.009559260681271553,
0.020720813423395157,
0.009834442287683487,
0.0005505628068931401,
-0.013580367900431156,
0.013246470130980015,
0.010979554615914822,
-0.007463811431080103,
0.011851724237203598,
0.009132680483162403,
0.07725051045417786,
-0.010503657162189484,
0.00042721559293568134,
-0.018021244555711746,
0.006299152038991451,
0.02898116409778595,
-0.5472145080566406,
-0.0768420398235321,
-0.016649913042783737,
-0.005546409636735916,
-0.029769813641905785,
-0.008363437838852406,
0.0001504505198681727,
-0.02260587550699711,
-0.009692613035440445,
-0.007299174088984728,
-0.03640259429812431,
-0.006329864729195833,
0.008224811404943466,
0.032613955438137054,
-0.2290421724319458,
-0.012031554244458675,
-0.01821153424680233,
0.011166621930897236,
0.0055435397662222385,
-0.023954341188073158,
0.005230381619185209,
-0.013783576898276806,
0.010785255581140518,
-0.02370484359562397,
0.006559186149388552,
0.0020991875790059566,
-0.019227279350161552,
0.01063920184969902,
0.004801024217158556,
0.008331870660185814,
0.003580099670216441,
-0.007652140688151121,
0.006472959648817778,
-0.006418771110475063,
0.006705902516841888,
-0.037154532968997955,
0.020739024505019188,
0.0018695315811783075,
0.014911008067429066,
-0.035667721182107925,
-0.0025850969832390547,
0.38180768489837646,
-0.0016447702655568719,
0.0033556330017745495,
-0.02176874689757824,
0.008518883027136326,
0.028525372967123985,
-0.00213187700137496,
-0.0013266849564388394,
-0.010525460354983807,
0.007692161947488785,
-0.008264985866844654,
-0.017794176936149597,
-0.004175863694399595,
0.011149503290653229,
0.08653248846530914,
0.002191790146753192,
-0.013688295148313046,
-0.014208630658686161,
-0.028120726346969604,
-0.010050333105027676,
-0.007974961772561073,
-0.033116262406110764,
-0.06138024106621742,
0.02900438755750656,
0.04115796461701393,
0.02898184210062027,
-0.0011928948806598783,
0.02850261703133583,
-0.0012490891385823488,
0.015203851275146008,
0.024622859433293343,
0.025767579674720764,
-0.027733054012060165,
0.021338874474167824,
0.02080303058028221,
0.006487679667770863,
-0.02039221301674843,
-0.0016512339934706688,
-0.0007590341265313327,
-0.004645479843020439,
-0.007217981852591038,
0.023071138188242912,
-0.01427614875137806,
0.037902768701314926,
0.0023750781547278166,
0.08292656391859055,
-0.04687953740358353,
-0.003088373690843582,
-0.01288739312440157,
-0.019042395055294037,
-0.006777556147426367,
0.00023593315563630313,
0.003978281747549772,
0.012974362820386887,
-0.0034593273885548115,
0.0025236739311367273,
-0.011094816029071808,
0.0019752811640501022,
-0.0275062657892704,
-0.005034318193793297,
-0.03942924365401268,
0.01601284369826317,
0.033106833696365356,
0.01780005544424057,
-0.0023570500779896975,
-0.0005566970794461668,
-0.0041214292868971825,
-0.00216327584348619,
0.012185041792690754,
-0.015199531801044941,
-0.013940860517323017,
0.008828301914036274,
0.005982018541544676,
-0.014429928734898567,
-0.00014500094403047115,
-0.01324870903044939,
0.012751846574246883,
-0.04585040733218193,
-0.02810056135058403,
-0.003442008513957262,
-0.013452627696096897,
-0.007773492019623518,
0.00043375263339839876,
-0.0051916963420808315,
0.00038340126047842205,
0.0857454314827919,
0.009659369476139545,
0.016461612656712532,
-0.04330825433135033,
0.015559647232294083,
0.018681133165955544,
0.005648828577250242,
0.017948035150766373,
0.0395980142056942,
0.01040522288531065,
-0.020985478535294533,
0.01131108682602644,
-0.017204349860548973,
0.023848360404372215,
-0.004407341592013836,
0.037293024361133575,
0.023234814405441284,
-0.02418907731771469,
0.01448863185942173,
-0.012132322415709496,
0.002645754488185048,
-0.017452364787459373,
0.021491020917892456,
-0.010868347249925137,
0.025799978524446487,
-0.025241337716579437,
0.002075999276712537,
0.0881919413805008,
-0.006913580931723118,
0.015418734401464462,
-0.0038997249212116003,
-0.0018081184243783355,
-0.017864905297756195,
0.015443755313754082,
-0.0033454732038080692,
-0.019330404698848724,
-0.013522345572710037,
0.021829204633831978,
-0.008080581203103065,
0.041507117450237274,
-0.0844167172908783,
0.012092302553355694,
0.023407964035868645,
-0.014431625604629517,
0.024221593514084816,
0.041708871722221375,
0.03566332906484604,
-0.00311894784681499,
-0.02531702257692814,
0.006350494455546141,
-0.04323684424161911,
-0.026954006403684616,
0.026355862617492676,
0.008650008589029312,
-0.011270836926996708,
-0.006728779524564743,
0.017914939671754837,
0.01954207755625248,
0.00283231632784009,
0.019442474469542503,
-0.00871340837329626,
-0.004549509380012751,
0.015162823721766472,
-0.010656911879777908,
0.025370027869939804,
-0.0007730110082775354,
0.005313734523952007,
0.0016021404881030321,
0.037164464592933655,
-0.024057673290371895,
-0.008132683113217354,
-0.03921494632959366,
-0.026331612840294838,
-0.0036527770571410656,
-0.011112171225249767,
-0.001561343320645392,
-0.023997867479920387,
0.032537080347537994,
-0.024444520473480225,
-0.011347614228725433,
0.013999816961586475,
-0.013950605876743793,
-0.0204579196870327,
0.013507671654224396,
-0.011873851530253887,
-0.049188822507858276,
0.026882415637373924,
-0.004125402774661779,
0.0015245082322508097,
0.04310361668467522,
-0.0117582892999053,
-0.016853196546435356,
0.009194392710924149,
0.008795577101409435,
0.3814432621002197,
0.015061387792229652,
0.001964945811778307,
0.009359624236822128,
-0.01601887121796608,
0.010144732892513275,
0.023894477635622025,
0.05485554412007332,
-0.012048606760799885,
0.12104463577270508,
0.0032593971118330956,
-0.007939240895211697,
-0.0198957659304142,
-0.012684818357229233,
-0.02027049846947193,
0.02035166695713997,
0.01063288003206253,
-0.10724405944347382,
-0.003638069611042738,
-0.006714192219078541,
0.0029999075923115015,
-0.009075979702174664,
-0.010467027314007282,
0.007011153735220432,
0.033724404871463776,
0.0038666033651679754,
-0.013630751520395279,
0.02670455537736416,
0.023830531165003777,
-0.016277464106678963,
-0.019154885783791542,
0.03426255285739899,
-0.01797250472009182,
-0.013377189636230469,
0.02050662413239479,
-0.011111135594546795,
0.033285267651081085,
0.025690890848636627,
-0.016828028485178947,
0.011080944910645485,
-0.007056660018861294,
0.01848352700471878,
-0.0014178432757034898,
-0.012116124853491783,
0.017146915197372437,
0.019735639914870262,
0.015650924295186996,
0.006673847325146198,
0.016853006556630135,
0.014277834445238113,
-0.005403932649642229,
0.042013656347990036,
-0.031979937106370926,
-0.025992052629590034,
-0.014769220724701881,
-0.05815710872411728,
0.0019770371727645397,
0.022891191765666008,
-0.019084487110376358,
0.014312216080725193,
0.010189833119511604,
-0.013089935295283794,
0.0207311250269413,
-0.010050390847027302,
-0.023422101512551308,
0.032832831144332886,
-0.07440102845430374,
-0.00784185342490673,
-0.03415752202272415,
0.010615179315209389,
0.006005104165524244,
-0.0225052647292614,
0.029266363009810448,
0.000349143665516749,
0.028832685202360153,
-0.018987027928233147,
0.003412093035876751,
0.026655834168195724,
0.005235595162957907,
-0.007100339513272047,
-0.01622399501502514,
0.02379615791141987,
0.008737063966691494,
-0.01206274051219225,
-0.001122568966820836,
0.022334648296236992,
-0.05579392611980438,
0.0389823243021965,
-0.002262273570522666,
-0.004533087369054556,
0.02030368335545063,
-0.004791648592799902,
0.026321491226553917,
-0.0067495303228497505,
-0.019860824570059776,
0.0026278698351234198,
0.06253541260957718,
0.0018582763150334358,
0.008416639640927315,
-0.03640906512737274,
-0.011556906625628471,
0.0320686399936676,
-0.025105305016040802,
-0.0009120250470004976,
0.00017296997248195112,
-0.004098796285688877,
-0.020873282104730606,
-0.02300178073346615,
0.021130483597517014,
-0.020885707810521126,
0.0036893622018396854,
0.0043328250758349895,
-0.014517327770590782,
0.018683603033423424,
-0.012581896968185902,
-0.061363086104393005,
-0.1461111158132553,
-0.02809082344174385,
-0.027868416160345078,
0.005637802183628082,
-0.1002025455236435,
0.007363997865468264,
-0.002294606762006879,
-0.033335473388433456,
-0.011897644959390163,
-0.03769185394048691,
-0.027356570586562157,
-0.01398722268640995,
-0.018329797312617302,
-0.01704332046210766,
-0.01997009664773941,
-0.009579460136592388,
0.01829909346997738,
-0.010887674055993557,
0.011753583326935768,
0.011396130546927452,
0.008402026258409023,
-0.018914038315415382,
-0.0899539664387703,
-0.007531336974352598,
0.03458379954099655,
0.024847673252224922,
0.022429296746850014,
0.03806616738438606,
-0.03730694204568863,
-0.022115446627140045,
0.01462486945092678,
0.018340716138482094,
0.0009186625829897821,
-0.007207136135548353,
-0.018377942964434624,
0.012941296212375164,
-0.023404836654663086,
-0.015599367208778858,
0.04793719947338104,
-0.005986169446259737,
-0.0014703130582347512,
-0.004245109856128693,
0.010134843178093433,
0.03644570708274841,
-0.018460124731063843,
0.0014970703050494194,
0.017533835023641586,
-0.03700576722621918,
-0.002458533737808466,
0.007596914190798998,
0.0027005162555724382,
0.023521967232227325,
0.00893295370042324,
-0.11483573913574219,
0.011883195489645004,
-0.013121731579303741,
0.03174177557229996,
0.03967585414648056,
-0.002707758918404579,
-0.012806137092411518,
-0.013122317381203175,
-0.029162175953388214,
0.06222781166434288,
-0.01546280924230814,
0.015626706182956696,
-0.0012785439612343907,
-0.013888746500015259,
-0.009807358495891094,
0.04099158197641373,
0.014758020639419556,
-0.0036518347915261984,
-0.018718568608164787,
0.018651697784662247,
0.006363494321703911,
0.0006580798071809113,
0.008613089099526405,
-0.02241428568959236,
0.021496238186955452,
0.02541201189160347,
-0.018617693334817886,
0.02471250109374523,
-0.01015507709234953,
-0.03878733888268471,
-0.02568344585597515
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Explorateur et Terminal (3)",
"overall_score": 0.9166666666666666,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T10:47:36.171621"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal (4).json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Bloc-notes, Explorateur et Terminal (4)",
"name": "Bloc-notes, Explorateur et Terminal (4)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T11:40:05.270817",
"updated_at": "2026-03-19T11:40:05.270818",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"0 nom"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.007064925506711006,
0.006602263543754816,
-0.02520732209086418,
-0.005450435448437929,
0.016862424090504646,
-0.002459223149344325,
0.028000889346003532,
0.02974977344274521,
-0.0023365423548966646,
0.014796282164752483,
0.014868942089378834,
-0.0024400223046541214,
-0.04057077318429947,
0.008776906877756119,
9.88253450486809e-05,
0.009679879061877728,
0.013365581631660461,
0.017320992425084114,
0.01919775828719139,
0.009224164299666882,
0.06633402407169342,
0.02713235653936863,
0.01100095547735691,
0.017004884779453278,
-0.013572375290095806,
-0.023031603544950485,
-0.0032392076682299376,
0.01867656037211418,
-0.034702006727457047,
-0.006819968577474356,
-0.01990952529013157,
0.0009728828445076942,
-0.03692207112908363,
0.0242284145206213,
0.008388821966946125,
0.0070381732657551765,
-0.018921826034784317,
0.01786966435611248,
0.011109528131783009,
-0.13851520419120789,
-0.010373066179454327,
-0.024635108187794685,
-0.0007177605293691158,
-0.04040909931063652,
0.023780977353453636,
-0.021528063341975212,
-0.0015721407253295183,
-0.018100354820489883,
0.020577048882842064,
0.031859610229730606,
0.004651189781725407,
-0.002117597497999668,
0.00957375019788742,
-0.006992401089519262,
-0.018298743292689323,
0.023149626329541206,
0.013428092934191227,
-0.0015876329271122813,
0.010806657373905182,
0.021967168897390366,
-0.017956243827939034,
0.003992670215666294,
-0.012950639240443707,
-0.012721473351120949,
-0.002023347420617938,
-0.016927650198340416,
-0.02141953445971012,
-0.03761668875813484,
-0.007695343811064959,
-0.03428369015455246,
0.04243748262524605,
-0.020703481510281563,
0.008337401784956455,
-0.02633422426879406,
-0.01074513141065836,
-0.01809869334101677,
0.009559260681271553,
0.020720811560750008,
0.009834442287683487,
0.0005505627486854792,
-0.013580366969108582,
0.01324646919965744,
0.010979553684592247,
-0.007463810965418816,
0.011851723305881023,
0.009132679551839828,
0.07725050300359726,
-0.010503656230866909,
0.0004272159421816468,
-0.018021242693066597,
0.006299151573330164,
0.0289811622351408,
-0.5472144484519958,
-0.07684203237295151,
-0.016649911180138588,
-0.005546409171074629,
-0.029769811779260635,
-0.008363437838852406,
0.00015045050531625748,
-0.02260587364435196,
-0.00969261210411787,
-0.0072991736233234406,
-0.03640259429812431,
-0.006329864263534546,
0.008224810473620892,
0.032613951712846756,
-0.2290421575307846,
-0.0120315533131361,
-0.01821153238415718,
0.011166620999574661,
0.0055435397662222385,
-0.02395433932542801,
0.005230381619185209,
-0.013783575966954231,
0.010785255581140518,
-0.02370484173297882,
0.006559185683727264,
0.0020991875790059566,
-0.019227275624871254,
0.010639199987053871,
0.004801023751497269,
0.00833186972886324,
0.0035800994373857975,
-0.007652140688151121,
0.00647295918315649,
-0.006418770644813776,
0.006705902051180601,
-0.03715452924370766,
0.02073902264237404,
0.0018695314647629857,
0.014911007136106491,
-0.03566771745681763,
-0.002585096750408411,
0.3818076550960541,
-0.00164477014914155,
0.003355632768943906,
-0.02176874503493309,
0.008518883027136326,
0.028525371104478836,
-0.0021318767685443163,
-0.001326685189269483,
-0.010525459423661232,
0.0076921614818274975,
-0.00826498493552208,
-0.017794175073504448,
-0.004175863228738308,
0.011149502359330654,
0.08653249591588974,
0.0021917899139225483,
-0.013688294216990471,
-0.014208631590008736,
-0.028120724484324455,
-0.010050333105027676,
-0.007974961772561073,
-0.033116262406110764,
-0.061380237340927124,
0.029004385694861412,
0.04115796089172363,
0.02898184396326542,
-0.0011928948806598783,
0.02850261516869068,
-0.0012490891385823488,
0.015203850343823433,
0.024622859433293343,
0.025767577812075615,
-0.027733055874705315,
0.021338870748877525,
0.02080303058028221,
0.006487679202109575,
-0.02039221115410328,
-0.001651233877055347,
-0.0007590340683236718,
-0.004645479377359152,
-0.0072179813869297504,
0.023071136325597763,
-0.014276147820055485,
0.03790276497602463,
0.002375077921897173,
0.08292655646800995,
-0.04687953367829323,
-0.0030883734580129385,
-0.012887392193078995,
-0.019042395055294037,
-0.006777556147426367,
0.0002359331410843879,
0.003978281747549772,
0.012974361889064312,
-0.003459327155724168,
0.0025236736983060837,
-0.011094815097749233,
0.0019752809312194586,
-0.027506263926625252,
-0.0050343177281320095,
-0.03942923992872238,
0.01601284369826317,
0.03310682997107506,
0.01780005544424057,
-0.002357049845159054,
-0.0005566971958614886,
-0.004121428821235895,
-0.0021632753778249025,
0.01218504086136818,
-0.015199530869722366,
-0.013940859586000443,
0.008828301914036274,
0.0059820180758833885,
-0.014429928734898567,
-0.00014500094403047115,
-0.013248708099126816,
0.012751845642924309,
-0.04585040360689163,
-0.02810055948793888,
-0.0034420082811266184,
-0.013452626764774323,
-0.007773491553962231,
0.0004337526042945683,
-0.005191695876419544,
0.00038340131868608296,
0.0857454314827919,
0.009659369476139545,
0.016461610794067383,
-0.04330825060606003,
0.015559646300971508,
0.018681133165955544,
0.005648828111588955,
0.017948033288121223,
0.0395980142056942,
0.010405221953988075,
-0.020985476672649384,
0.01131108682602644,
-0.017204347997903824,
0.023848358541727066,
-0.004407341126352549,
0.037293024361133575,
0.023234812542796135,
-0.024189075455069542,
0.014488630928099155,
-0.012132321484386921,
0.002645754488185048,
-0.017452364787459373,
0.021491019055247307,
-0.010868347249925137,
0.025799976661801338,
-0.025241335853934288,
0.002075999043881893,
0.0881919339299202,
-0.0069135804660618305,
0.015418737195432186,
-0.0038997246883809566,
-0.0018081183079630136,
-0.017864903435111046,
0.015443754382431507,
-0.003345473436638713,
-0.019330404698848724,
-0.013522344641387463,
0.02182920277118683,
-0.008080581203103065,
0.041507117450237274,
-0.0844167172908783,
0.012092302553355694,
0.023407962173223495,
-0.014431624673306942,
0.024221591651439667,
0.041708867996931076,
0.03566332906484604,
-0.00311894784681499,
-0.02531702071428299,
0.006350493989884853,
-0.04323684051632881,
-0.026954004541039467,
0.026355860754847527,
0.008650008589029312,
-0.011270835995674133,
-0.006728779058903456,
0.017914937809109688,
0.01954207755625248,
0.002832316095009446,
0.019442472606897354,
-0.00871340837329626,
-0.004549509380012751,
0.015162822790443897,
-0.010656910948455334,
0.025370026007294655,
-0.0007730109500698745,
0.005313734523952007,
0.0016021403716877103,
0.037164460867643356,
-0.024057673290371895,
-0.008132683113217354,
-0.03921494260430336,
-0.02633161097764969,
-0.003652776824310422,
-0.011112170293927193,
-0.0015613432042300701,
-0.023997869342565536,
0.032537076622247696,
-0.024444518610835075,
-0.011347613297402859,
0.013999816961586475,
-0.013950604945421219,
-0.0204579196870327,
0.013507670722901821,
-0.011873850598931313,
-0.04918881878256798,
0.026882413774728775,
-0.004125402309000492,
0.0015245083486661315,
0.04310361295938492,
-0.011758288368582726,
-0.016853194683790207,
0.009194393642246723,
0.008795577101409435,
0.38144323229789734,
0.015061386860907078,
0.0019649455789476633,
0.009359623305499554,
-0.01601887121796608,
0.0101447319611907,
0.023894477635622025,
0.05485554412007332,
-0.01204860582947731,
0.12104463577270508,
0.003259396879002452,
-0.007939240895211697,
-0.0198957659304142,
-0.012684817425906658,
-0.020270496606826782,
0.02035166509449482,
0.010632879100739956,
-0.10724405199289322,
-0.0036380693782120943,
-0.0067141917534172535,
0.002999907359480858,
-0.009075979702174664,
-0.010467026382684708,
0.007011153269559145,
0.033724404871463776,
0.0038666031323373318,
-0.013630750589072704,
0.02670455351471901,
0.023830529302358627,
-0.016277462244033813,
-0.019154885783791542,
0.03426255285739899,
-0.01797250285744667,
-0.013377188704907894,
0.02050662226974964,
-0.01111113466322422,
0.03328526392579079,
0.025690888985991478,
-0.016828028485178947,
0.01108094397932291,
-0.007056659087538719,
0.01848352514207363,
-0.001417843159288168,
-0.012116124853491783,
0.017146913334727287,
0.019735639914870262,
0.015650922432541847,
0.006673846859484911,
0.016853006556630135,
0.014277833513915539,
-0.005403932183980942,
0.04201365262269974,
-0.031979937106370926,
-0.025992050766944885,
-0.014769219793379307,
-0.05815710499882698,
0.001977036939933896,
0.02289118990302086,
-0.019084487110376358,
0.014312217012047768,
0.01018983218818903,
-0.01308993436396122,
0.02073112316429615,
-0.010050389915704727,
-0.02342209964990616,
0.03283282741904259,
-0.07440102100372314,
-0.007841852493584156,
-0.03415752202272415,
0.010615178383886814,
0.006005104165524244,
-0.02250526286661625,
0.0292663611471653,
0.000349143665516749,
0.028832683339715004,
-0.018987026065587997,
0.0034120928030461073,
0.026655832305550575,
0.005235594697296619,
-0.00710033904761076,
-0.01622399315237999,
0.02379615604877472,
0.008737063966691494,
-0.012062739580869675,
-0.0011225688504055142,
0.022334648296236992,
-0.055793922394514084,
0.038982320576906204,
-0.002262273570522666,
-0.004533087369054556,
0.02030368149280548,
-0.004791648127138615,
0.026321491226553917,
-0.006749529857188463,
-0.019860822707414627,
0.002627869136631489,
0.06253541260957718,
0.001858276198618114,
0.00841663870960474,
-0.03640906512737274,
-0.011556906625628471,
0.032068636268377304,
-0.025105305016040802,
-0.0009120249887928367,
0.0001729699579300359,
-0.00409879582002759,
-0.020873280242085457,
-0.023001778870821,
0.021130481734871864,
-0.020885707810521126,
0.003689361969009042,
0.0043328250758349895,
-0.014517326839268208,
0.018683601170778275,
-0.012581896036863327,
-0.06136308237910271,
-0.14611110091209412,
-0.0280908215790987,
-0.02786841429769993,
0.005637802183628082,
-0.1002025380730629,
0.007363997399806976,
-0.002294606762006879,
-0.033335473388433456,
-0.011897644028067589,
-0.03769185394048691,
-0.027356568723917007,
-0.013987221755087376,
-0.018329797312617302,
-0.01704331859946251,
-0.01997009478509426,
-0.009579460136592388,
0.01829909160733223,
-0.010887671262025833,
0.011753582395613194,
0.011396129615604877,
0.008402026258409023,
-0.018914036452770233,
-0.0899539589881897,
-0.007531336508691311,
0.03458379954099655,
0.024847671389579773,
0.022429296746850014,
0.038066163659095764,
-0.03730693832039833,
-0.022115444764494896,
0.014624868519604206,
0.018340714275836945,
0.0009186625247821212,
-0.007207135669887066,
-0.018377942964434624,
0.01294129528105259,
-0.023404834792017937,
-0.015599366277456284,
0.047937195748090744,
-0.00598616898059845,
-0.0014703129418194294,
-0.004245109390467405,
0.010134842246770859,
0.03644570708274841,
-0.018460124731063843,
0.0014970703050494194,
0.017533833160996437,
-0.03700576350092888,
-0.0024585335049778223,
0.007596913725137711,
0.002700516488403082,
0.023521967232227325,
0.00893295370042324,
-0.11483573168516159,
0.011883195489645004,
-0.013121730647981167,
0.03174177557229996,
0.03967585414648056,
-0.0027077586855739355,
-0.012806136161088943,
-0.0131223164498806,
-0.029162174090743065,
0.06222780793905258,
-0.015462808310985565,
0.015626704320311546,
-0.001278543844819069,
-0.013888745568692684,
-0.009807358495891094,
0.04099157825112343,
0.014758019708096981,
-0.0036518347915261984,
-0.018718566745519638,
0.018651697784662247,
0.0063634938560426235,
0.0006580797489732504,
0.00861308816820383,
-0.022414281964302063,
0.021496236324310303,
0.02541201002895832,
-0.018617693334817886,
0.024712499231100082,
-0.010155076161026955,
-0.03878733515739441,
-0.025683443993330002
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Explorateur et Terminal (4)",
"overall_score": 0.9166666666666666,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T11:40:05.271534"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal (5).json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Bloc-notes, Explorateur et Terminal (5)",
"name": "Bloc-notes, Explorateur et Terminal (5)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T12:10:06.287396",
"updated_at": "2026-03-19T12:10:06.287397",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"accueil"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.007064925506711006,
0.006602263543754816,
-0.02520732209086418,
-0.005450435448437929,
0.016862424090504646,
-0.002459223149344325,
0.028000889346003532,
0.02974976971745491,
-0.0023365423548966646,
0.014796282164752483,
0.014868942089378834,
-0.0024400223046541214,
-0.04057077318429947,
0.008776906877756119,
9.88253450486809e-05,
0.009679879061877728,
0.013365581631660461,
0.017320992425084114,
0.01919775828719139,
0.009224164299666882,
0.06633402407169342,
0.02713235653936863,
0.01100095547735691,
0.017004884779453278,
-0.013572375290095806,
-0.023031603544950485,
-0.0032392076682299376,
0.01867656037211418,
-0.034702006727457047,
-0.006819968577474356,
-0.01990952529013157,
0.0009728828445076942,
-0.03692207112908363,
0.0242284145206213,
0.008388821966946125,
0.0070381732657551765,
-0.018921826034784317,
0.01786966435611248,
0.011109528131783009,
-0.13851520419120789,
-0.010373066179454327,
-0.024635108187794685,
-0.0007177605293691158,
-0.04040909931063652,
0.023780977353453636,
-0.021528063341975212,
-0.0015721407253295183,
-0.018100354820489883,
0.020577048882842064,
0.031859610229730606,
0.004651189781725407,
-0.002117597497999668,
0.00957375019788742,
-0.006992401089519262,
-0.018298743292689323,
0.023149626329541206,
0.013428092934191227,
-0.0015876329271122813,
0.010806657373905182,
0.021967168897390366,
-0.017956243827939034,
0.003992670215666294,
-0.012950639240443707,
-0.012721473351120949,
-0.002023347420617938,
-0.016927650198340416,
-0.02141953445971012,
-0.03761668875813484,
-0.007695343811064959,
-0.03428369015455246,
0.04243748262524605,
-0.020703481510281563,
0.008337401784956455,
-0.02633422426879406,
-0.01074513141065836,
-0.01809869334101677,
0.009559260681271553,
0.020720811560750008,
0.009834442287683487,
0.0005505627486854792,
-0.013580366969108582,
0.01324646919965744,
0.010979553684592247,
-0.007463810965418816,
0.011851723305881023,
0.009132679551839828,
0.07725050300359726,
-0.010503656230866909,
0.0004272155638318509,
-0.018021242693066597,
0.006299151573330164,
0.0289811622351408,
-0.5472144484519958,
-0.07684203237295151,
-0.016649911180138588,
-0.005546409171074629,
-0.029769811779260635,
-0.008363437838852406,
0.00015045050531625748,
-0.02260587364435196,
-0.00969261210411787,
-0.0072991736233234406,
-0.03640259429812431,
-0.006329864263534546,
0.008224810473620892,
0.032613951712846756,
-0.2290421575307846,
-0.0120315533131361,
-0.01821153238415718,
0.011166620999574661,
0.0055435397662222385,
-0.02395433932542801,
0.005230381619185209,
-0.013783575966954231,
0.010785255581140518,
-0.02370484173297882,
0.006559185683727264,
0.0020991875790059566,
-0.019227275624871254,
0.010639200918376446,
0.004801023751497269,
0.00833186972886324,
0.0035800994373857975,
-0.007652140222489834,
0.006472960114479065,
-0.006418770644813776,
0.006705902051180601,
-0.03715452924370766,
0.02073902264237404,
0.0018695314647629857,
0.014911007136106491,
-0.03566771745681763,
-0.002585096750408411,
0.3818076550960541,
-0.00164477014914155,
0.003355632768943906,
-0.02176874503493309,
0.008518883027136326,
0.028525371104478836,
-0.0021318767685443163,
-0.0013266848400235176,
-0.010525459423661232,
0.0076921614818274975,
-0.00826498493552208,
-0.017794175073504448,
-0.004175863228738308,
0.011149502359330654,
0.08653249591588974,
0.0021917899139225483,
-0.013688294216990471,
-0.014208629727363586,
-0.028120724484324455,
-0.010050333105027676,
-0.007974961772561073,
-0.033116262406110764,
-0.061380237340927124,
0.029004385694861412,
0.04115796089172363,
0.02898184023797512,
-0.0011928948806598783,
0.02850261516869068,
-0.0012490891385823488,
0.015203850343823433,
0.024622859433293343,
0.025767577812075615,
-0.027733052149415016,
0.021338870748877525,
0.02080303058028221,
0.006487679202109575,
-0.02039221115410328,
-0.001651233877055347,
-0.0007590340683236718,
-0.004645479377359152,
-0.0072179813869297504,
0.023071136325597763,
-0.014276147820055485,
0.03790276497602463,
0.002375077921897173,
0.08292655646800995,
-0.04687953367829323,
-0.0030883734580129385,
-0.012887392193078995,
-0.019042395055294037,
-0.006777556147426367,
0.0002359331410843879,
0.003978281747549772,
0.012974361889064312,
-0.003459327155724168,
0.0025236736983060837,
-0.011094815097749233,
0.0019752809312194586,
-0.027506263926625252,
-0.0050343177281320095,
-0.03942923992872238,
0.01601284369826317,
0.03310682997107506,
0.01780005544424057,
-0.002357049845159054,
-0.0005566971958614886,
-0.004121428821235895,
-0.00216327584348619,
0.01218504086136818,
-0.015199530869722366,
-0.013940859586000443,
0.008828301914036274,
0.0059820180758833885,
-0.014429928734898567,
-0.00014500094403047115,
-0.013248708099126816,
0.012751845642924309,
-0.04585040360689163,
-0.02810055948793888,
-0.0034420082811266184,
-0.013452626764774323,
-0.007773491553962231,
0.0004337526042945683,
-0.005191695876419544,
0.0003834012313745916,
0.0857454240322113,
0.009659369476139545,
0.016461610794067383,
-0.04330825060606003,
0.015559646300971508,
0.018681133165955544,
0.005648828111588955,
0.017948033288121223,
0.0395980142056942,
0.010405221953988075,
-0.020985476672649384,
0.01131108682602644,
-0.017204347997903824,
0.023848358541727066,
-0.004407341126352549,
0.037293024361133575,
0.023234812542796135,
-0.024189075455069542,
0.014488630928099155,
-0.012132321484386921,
0.002645754488185048,
-0.017452364787459373,
0.021491019055247307,
-0.010868347249925137,
0.025799976661801338,
-0.025241335853934288,
0.002075999043881893,
0.0881919339299202,
-0.0069135804660618305,
0.015418733470141888,
-0.0038997246883809566,
-0.0018081183079630136,
-0.017864905297756195,
0.015443754382431507,
-0.003345473436638713,
-0.019330404698848724,
-0.013522344641387463,
0.02182920277118683,
-0.008080581203103065,
0.041507117450237274,
-0.0844167172908783,
0.012092302553355694,
0.023407962173223495,
-0.014431624673306942,
0.024221591651439667,
0.041708867996931076,
0.03566332533955574,
-0.00311894784681499,
-0.02531702071428299,
0.006350493989884853,
-0.04323684051632881,
-0.026954004541039467,
0.026355860754847527,
0.008650008589029312,
-0.011270835995674133,
-0.006728779058903456,
0.017914937809109688,
0.01954207755625248,
0.002832316095009446,
0.019442472606897354,
-0.00871340837329626,
-0.004549509380012751,
0.015162822790443897,
-0.010656910948455334,
0.025370026007294655,
-0.0007730109500698745,
0.005313734523952007,
0.0016021403716877103,
0.037164460867643356,
-0.024057673290371895,
-0.008132683113217354,
-0.03921494260430336,
-0.02633161097764969,
-0.003652776824310422,
-0.011112170293927193,
-0.0015613432042300701,
-0.023997867479920387,
0.032537076622247696,
-0.024444518610835075,
-0.011347613297402859,
0.013999816961586475,
-0.013950604945421219,
-0.0204579196870327,
0.013507670722901821,
-0.011873850598931313,
-0.04918881878256798,
0.026882413774728775,
-0.004125402309000492,
0.0015245081158354878,
0.04310361295938492,
-0.011758288368582726,
-0.016853194683790207,
0.009194392710924149,
0.008795577101409435,
0.38144323229789734,
0.015061386860907078,
0.0019649455789476633,
0.009359623305499554,
-0.01601887121796608,
0.0101447319611907,
0.023894477635622025,
0.05485554412007332,
-0.01204860582947731,
0.12104462832212448,
0.003259396879002452,
-0.007939240895211697,
-0.0198957659304142,
-0.012684817425906658,
-0.020270496606826782,
0.02035166509449482,
0.010632879100739956,
-0.10724405199289322,
-0.0036380693782120943,
-0.0067141917534172535,
0.002999907359480858,
-0.009075979702174664,
-0.010467026382684708,
0.007011153269559145,
0.033724404871463776,
0.0038666031323373318,
-0.013630750589072704,
0.02670455351471901,
0.023830529302358627,
-0.016277462244033813,
-0.019154885783791542,
0.03426255285739899,
-0.01797250285744667,
-0.013377188704907894,
0.02050662226974964,
-0.01111113466322422,
0.03328526392579079,
0.025690890848636627,
-0.016828028485178947,
0.01108094397932291,
-0.007056659087538719,
0.01848352514207363,
-0.001417843159288168,
-0.012116124853491783,
0.017146913334727287,
0.019735639914870262,
0.015650922432541847,
0.006673846859484911,
0.016853006556630135,
0.014277833513915539,
-0.005403932183980942,
0.04201365262269974,
-0.031979937106370926,
-0.025992050766944885,
-0.014769219793379307,
-0.05815710499882698,
0.001977036939933896,
0.02289118990302086,
-0.019084487110376358,
0.014312215149402618,
0.01018983218818903,
-0.01308993436396122,
0.02073112316429615,
-0.010050389915704727,
-0.02342209964990616,
0.03283282741904259,
-0.07440102100372314,
-0.007841852493584156,
-0.03415752202272415,
0.010615178383886814,
0.006005104165524244,
-0.02250526286661625,
0.0292663611471653,
0.000349143665516749,
0.028832683339715004,
-0.018987026065587997,
0.0034120928030461073,
0.026655832305550575,
0.005235594697296619,
-0.00710033904761076,
-0.01622399315237999,
0.02379615604877472,
0.008737063966691494,
-0.012062739580869675,
-0.0011225688504055142,
0.022334648296236992,
-0.055793922394514084,
0.038982320576906204,
-0.002262273570522666,
-0.004533087369054556,
0.02030368149280548,
-0.004791648127138615,
0.026321491226553917,
-0.006749529857188463,
-0.019860822707414627,
0.0026278698351234198,
0.06253541260957718,
0.001858276198618114,
0.00841663870960474,
-0.03640906512737274,
-0.011556906625628471,
0.032068636268377304,
-0.025105305016040802,
-0.0009120249887928367,
0.0001729699579300359,
-0.00409879582002759,
-0.020873280242085457,
-0.023001778870821,
0.021130481734871864,
-0.020885707810521126,
0.003689361969009042,
0.0043328250758349895,
-0.014517326839268208,
0.018683601170778275,
-0.012581896036863327,
-0.06136308237910271,
-0.14611110091209412,
-0.0280908215790987,
-0.02786841429769993,
0.005637802183628082,
-0.1002025380730629,
0.007363996002823114,
-0.002294606762006879,
-0.033335473388433456,
-0.011897644028067589,
-0.03769185394048691,
-0.027356568723917007,
-0.013987221755087376,
-0.018329797312617302,
-0.01704331859946251,
-0.01997009478509426,
-0.009579460136592388,
0.01829909160733223,
-0.010887673124670982,
0.011753582395613194,
0.011396129615604877,
0.008402026258409023,
-0.018914036452770233,
-0.0899539589881897,
-0.007531336508691311,
0.03458379954099655,
0.024847671389579773,
0.022429296746850014,
0.038066163659095764,
-0.03730693832039833,
-0.022115444764494896,
0.014624868519604206,
0.018340714275836945,
0.0009186625247821212,
-0.007207135669887066,
-0.018377942964434624,
0.01294129528105259,
-0.023404834792017937,
-0.015599366277456284,
0.047937195748090744,
-0.00598616898059845,
-0.0014703129418194294,
-0.004245109390467405,
0.010134842246770859,
0.03644570708274841,
-0.018460124731063843,
0.0014970703050494194,
0.017533833160996437,
-0.03700576350092888,
-0.0024585335049778223,
0.007596913725137711,
0.0027005160227417946,
0.023521967232227325,
0.00893295370042324,
-0.11483573168516159,
0.011883195489645004,
-0.013121730647981167,
0.03174177557229996,
0.03967585414648056,
-0.0027077586855739355,
-0.012806136161088943,
-0.0131223164498806,
-0.029162174090743065,
0.06222780793905258,
-0.015462808310985565,
0.015626704320311546,
-0.001278543844819069,
-0.013888747431337833,
-0.009807358495891094,
0.04099157825112343,
0.014758019708096981,
-0.0036518347915261984,
-0.018718566745519638,
0.018651697784662247,
0.0063634938560426235,
0.0006580797489732504,
0.00861308816820383,
-0.022414283826947212,
0.021496236324310303,
0.02541201002895832,
-0.018617693334817886,
0.024712499231100082,
-0.010155076161026955,
-0.03878733515739441,
-0.025683443993330002
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Explorateur et Terminal (5)",
"overall_score": 0.9166666666666666,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T12:10:06.287803"
}
},
"loops": {},
"conditionals": {},
"references": []
}

1974
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal (6).json Normal file
View File

File diff suppressed because it is too large Load Diff

2406
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal (7).json Normal file
View File

File diff suppressed because it is too large Load Diff

634
data/training/live_sessions/workflows/Bloc-notes, Explorateur et Terminal.json Normal file
View File

@@ -0,0 +1,634 @@
{
"workflow_id": "Bloc-notes, Explorateur et Terminal",
"name": "Bloc-notes, Explorateur et Terminal",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-18T19:20:18.129739",
"updated_at": "2026-03-18T19:20:18.129741",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"accueil"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [
"search_field",
"settings",
"primary_action",
"navigation",
"form_input",
"close",
"delete"
],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.009204711765050888,
0.003519037738442421,
-0.022724207490682602,
-0.0045384629629552364,
0.012822509743273258,
-0.000655178795568645,
0.024409538134932518,
0.028756843879818916,
-0.0008941946434788406,
0.01748078502714634,
0.018250612542033195,
-0.0034182032104581594,
-0.043259892612695694,
0.0074361395090818405,
-0.0011280510807409883,
0.008313920348882675,
0.0165024995803833,
0.01225314848124981,
0.0166927482932806,
0.009174025617539883,
0.061007432639598846,
0.028426742181181908,
0.013201591558754444,
0.014945385046303272,
-0.012558385729789734,
-0.018764834851026535,
-0.0027019695844501257,
0.017352178692817688,
-0.031071484088897705,
-0.008540757931768894,
-0.025916356593370438,
0.006423202343285084,
-0.03684001788496971,
0.02538982219994068,
0.007855188101530075,
0.010144188068807125,
-0.019439764320850372,
0.021838581189513206,
0.006245728582143784,
-0.14140881597995758,
-0.014478042721748352,
-0.027607811614871025,
0.0011062247212976217,
-0.03582330048084259,
0.0189894400537014,
-0.021652106195688248,
-0.00027691913419403136,
-0.015135632827877998,
0.018777424469590187,
0.030387122184038162,
0.0014920075191184878,
-0.002218960551545024,
0.006132089998573065,
-0.005537450313568115,
-0.01713980734348297,
0.025694722309708595,
0.022827932611107826,
0.0002936601813416928,
0.01315933559089899,
0.021660003811120987,
-0.018378492444753647,
0.0031502728816121817,
-0.007991202175617218,
-0.011876493692398071,
-0.002349280985072255,
-0.02154952473938465,
-0.0244577806442976,
-0.038048386573791504,
-0.0080457404255867,
-0.0324501134455204,
0.03943479061126709,
-0.026033595204353333,
0.007993161678314209,
-0.017099061980843544,
-0.007486502639949322,
-0.02782980166375637,
0.015078170225024223,
0.021985279396176338,
0.014993461780250072,
0.0031315006781369448,
-0.007248984184116125,
0.01846400462090969,
0.009773379191756248,
-0.0063356258906424046,
0.005740393418818712,
0.006992334965616465,
0.07714711129665375,
-0.007251909468322992,
0.006928095128387213,
-0.02034350112080574,
0.0047699566930532455,
0.027494918555021286,
-0.5476878881454468,
-0.07594714313745499,
-0.01446877233684063,
-0.005585897248238325,
-0.026228971779346466,
-0.009154698811471462,
-1.931971564772539e-05,
-0.020694764330983162,
-0.007382542826235294,
-0.008819150738418102,
-0.036051876842975616,
-0.006370180752128363,
0.011806588619947433,
0.028703773394227028,
-0.22833307087421417,
-0.0075246114283800125,
-0.024054784327745438,
0.010973416268825531,
0.0010024922667071223,
-0.01838373765349388,
0.005511527415364981,
-0.013369688764214516,
0.013329466804862022,
-0.02510186843574047,
0.01131102629005909,
0.0035068506840616465,
-0.014188487082719803,
0.010518901981413364,
0.009839529171586037,
0.010441894643008709,
-0.001232212409377098,
-0.009869464673101902,
0.0024823436979204416,
-0.010229529812932014,
0.005287718493491411,
-0.03066866658627987,
0.02501632831990719,
-0.002433659275993705,
0.01650800183415413,
-0.03627081587910652,
-0.0029210655484348536,
0.38675209879875183,
-0.0006276872591115534,
0.00038123084232211113,
-0.022869130596518517,
0.00929233804345131,
0.02819056808948517,
-0.0005940591800026596,
0.0006061724270693958,
-0.009516400285065174,
0.007186852861195803,
-0.009738233871757984,
-0.014170601963996887,
0.002372198039665818,
0.009339876472949982,
0.08332810550928116,
0.007753706071525812,
-0.008523534052073956,
-0.007825089618563652,
-0.022406699135899544,
-0.011591536924242973,
-0.006020399741828442,
-0.02722490020096302,
-0.06085704267024994,
0.028042878955602646,
0.03901439532637596,
0.0240782443434,
0.0041974694468081,
0.02360798977315426,
0.00210181693546474,
0.020814111456274986,
0.024240730330348015,
0.028271351009607315,
-0.031058022752404213,
0.021216517314314842,
0.020887626335024834,
-0.002261678222566843,
-0.020106816664338112,
0.0019921385683119297,
0.004158969037234783,
-0.004300090949982405,
-0.006646161898970604,
0.018071701750159264,
-0.015923582017421722,
0.03443128615617752,
-0.0019075637683272362,
0.08551811426877975,
-0.047472551465034485,
0.0006463924655690789,
-0.0187400933355093,
-0.015404784120619297,
-0.004902560263872147,
0.0005428961594589055,
0.0008363514207303524,
0.013146689161658287,
-0.00939208548516035,
0.002952251583337784,
-0.008978634141385555,
0.0024810251779854298,
-0.023905236274003983,
-0.010613882914185524,
-0.03429027646780014,
0.012663298286497593,
0.025668669492006302,
0.013924829661846161,
0.0005540892598219216,
0.0033301329240202904,
-0.00622675521299243,
0.00011380104115232825,
0.013479799963533878,
-0.019220871850848198,
-0.016371876001358032,
0.014163993299007416,
0.011648071929812431,
-0.00955746229737997,
0.000728731625713408,
-0.017788618803024292,
0.01697392389178276,
-0.04427829384803772,
-0.02926807850599289,
-0.0016454835422337055,
-0.018582236021757126,
-0.011578899808228016,
0.0011092963395640254,
-0.010119824670255184,
-0.0006768572493456304,
0.08412667363882065,
0.0013195337960496545,
0.013934903778135777,
-0.03981618955731392,
0.016334176063537598,
0.020018575713038445,
0.006055466830730438,
0.020360147580504417,
0.040699902921915054,
0.014478825032711029,
-0.015311933122575283,
0.006995773874223232,
-0.016462208703160286,
0.029769817367196083,
-0.0020277737639844418,
0.03639039397239685,
0.021897684782743454,
-0.024983713403344154,
0.016754573211073875,
-0.010877901688218117,
0.0009176016319543123,
-0.019655529409646988,
0.02159675396978855,
-0.009085589088499546,
0.025615261867642403,
-0.0206056609749794,
0.0034321220591664314,
0.08185400813817978,
-0.004553892649710178,
0.017573725432157516,
-0.008672422729432583,
-0.002646242268383503,
-0.010300788097083569,
0.010743312537670135,
-0.0028571670409291983,
-0.01576237566769123,
-0.004650019574910402,
0.02339702472090721,
-0.01153477467596531,
0.03948213905096054,
-0.08688035607337952,
0.013493272475898266,
0.021686559543013573,
-0.012179577723145485,
0.024261286482214928,
0.04316549003124237,
0.03660650923848152,
-0.007373714353889227,
-0.026412444189190865,
0.005937453359365463,
-0.04261225461959839,
-0.023171957582235336,
0.026568744331598282,
0.013522619381546974,
-0.011191003024578094,
-0.009000315330922604,
0.021584130823612213,
0.014731420204043388,
0.007463110610842705,
0.018471576273441315,
-0.012788641266524792,
-0.0032553630881011486,
0.015906646847724915,
-0.009198417887091637,
0.027608679607510567,
-0.0005576605908572674,
0.00722743384540081,
0.004503184929490089,
0.03993118926882744,
-0.021519294008612633,
-0.006053594406694174,
-0.037596117705106735,
-0.024918746203184128,
-0.0033481670543551445,
-0.01332873571664095,
-9.414668602403253e-05,
-0.0239736195653677,
0.03333965316414833,
-0.02501530572772026,
-0.012165457010269165,
0.013051871210336685,
-0.02100381813943386,
-0.016971874982118607,
0.016467412933707237,
-0.012912968173623085,
-0.046841852366924286,
0.02665671706199646,
-0.0008807321428321302,
0.004758875817060471,
0.037539754062891006,
-0.012140456587076187,
-0.016117192804813385,
0.006737129762768745,
0.0033258141484111547,
0.3863488733768463,
0.017753973603248596,
-0.001372200553305447,
0.007411381229758263,
-0.012184787541627884,
0.01205615047365427,
0.017856869846582413,
0.05749450996518135,
-0.01269459631294012,
0.11594021320343018,
0.0038483499083667994,
-0.009979265742003918,
-0.020586064085364342,
-0.01562341395765543,
-0.022090280428528786,
0.018404385074973106,
0.011993138119578362,
-0.11208004504442215,
-0.00474282493814826,
-0.010295447893440723,
0.00577518530189991,
-0.010227087885141373,
-0.012670050375163555,
0.009757786989212036,
0.036072738468647,
0.008260571397840977,
-0.014202499762177467,
0.023815125226974487,
0.02428220398724079,
-0.015826834365725517,
-0.02370038628578186,
0.033238183706998825,
-0.018275439739227295,
-0.012023190036416054,
0.02314174175262451,
-0.013714022003114223,
0.030531659722328186,
0.025800341740250587,
-0.016615282744169235,
0.008575591258704662,
-0.006313710007816553,
0.014478563331067562,
-0.0032765185460448265,
-0.009983690455555916,
0.012848755344748497,
0.018772374838590622,
0.01624744012951851,
0.005980000365525484,
0.020054718479514122,
0.015255209058523178,
-0.00562363350763917,
0.03689317777752876,
-0.0331466980278492,
-0.0245282594114542,
-0.01721474900841713,
-0.05826689675450325,
0.001833348535001278,
0.022101636976003647,
-0.021380653604865074,
0.012958947569131851,
0.009678816422820091,
-0.016059044748544693,
0.018655335530638695,
-0.010358265601098537,
-0.02269715815782547,
0.030517037957906723,
-0.07387272268533707,
-0.005635579116642475,
-0.03078879974782467,
0.009783606044948101,
0.003120140405371785,
-0.021827489137649536,
0.02642669714987278,
-0.00893559493124485,
0.02913058176636696,
-0.011192232370376587,
-1.0048385775007773e-05,
0.02506878226995468,
0.007325972430408001,
-0.0076278820633888245,
-0.013526059687137604,
0.01982257515192032,
0.004219188820570707,
-0.015012037940323353,
-0.00318032200448215,
0.024409884586930275,
-0.05409260839223862,
0.04160398989915848,
-0.0030270142015069723,
-0.009984335862100124,
0.018377169966697693,
-0.004762590862810612,
0.02884066291153431,
-0.003458204446360469,
-0.021040065214037895,
0.003562080906704068,
0.06144217774271965,
0.00381392496638,
0.005567122716456652,
-0.0278030913323164,
-0.00881045963615179,
0.03092855028808117,
-0.025664549320936203,
-0.003327724291011691,
0.004553177859634161,
-0.006596846971660852,
-0.024418817833065987,
-0.01812424510717392,
0.017010735347867012,
-0.01820847950875759,
-0.0002604950568638742,
0.009518703445792198,
-0.015682825818657875,
0.022071445360779762,
-0.016246482729911804,
-0.05881405249238014,
-0.14856937527656555,
-0.02218516916036606,
-0.03034796006977558,
0.0017924084095284343,
-0.09695082157850266,
0.003933497238904238,
0.0001940688380273059,
-0.03255464881658554,
-0.010079150088131428,
-0.03618202731013298,
-0.022490253672003746,
-0.014842092990875244,
-0.011709727346897125,
-0.014873897656798363,
-0.022852541878819466,
-0.0029997769743204117,
0.0165585745126009,
-0.013328875415027142,
0.012255809269845486,
0.008592355065047741,
0.012080483138561249,
-0.017941895872354507,
-0.0921497717499733,
-0.01578332856297493,
0.03685794770717621,
0.02772708795964718,
0.024165859445929527,
0.038963682949543,
-0.03661632537841797,
-0.023805255070328712,
0.00993142370134592,
0.01562841609120369,
0.0023155747912824154,
-0.008955488912761211,
-0.019054710865020752,
0.009372039698064327,
-0.020329104736447334,
-0.01302404049783945,
0.04153815656900406,
-0.006435969844460487,
-0.005421814974397421,
-0.010135413147509098,
0.011604960076510906,
0.03869583085179329,
-0.020857706665992737,
0.004222029820084572,
0.015260414220392704,
-0.0338614284992218,
0.004272230435162783,
0.006457354873418808,
-0.0013217449886724353,
0.0201413631439209,
0.010886775329709053,
-0.11447285115718842,
0.010320818051695824,
-0.011206213384866714,
0.031785063445568085,
0.04179229587316513,
-0.003829887369647622,
-0.0078091989271342754,
-0.0029166729655116796,
-0.0252054575830698,
0.059883806854486465,
-0.014798381365835667,
0.021347416564822197,
-0.011199628002941608,
-0.01666899211704731,
-0.01572767272591591,
0.040529485791921616,
0.012247114442288876,
-0.0044572618789970875,
-0.017026472836732864,
0.016830123960971832,
0.006882430519908667,
-0.002249022712931037,
0.0067487480118870735,
-0.03414301201701164,
0.014407742768526077,
0.021666403859853745,
-0.018863331526517868,
0.02808515541255474,
-0.011917930096387863,
-0.03391686826944351,
-0.02447095327079296
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Explorateur et Terminal",
"overall_score": 0.9166666666666666,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-18T19:20:18.130240"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Bloc-notes, Terminal et Recherche (2).json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Bloc-notes, Terminal et Recherche (2)",
"name": "Bloc-notes, Terminal et Recherche (2)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T10:50:43.923128",
"updated_at": "2026-03-19T10:50:43.923128",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"nouveau d u",
"cb détails",
"0 nom",
"accueil"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.003933919593691826,
0.005904873833060265,
-0.024642709642648697,
-0.006309919059276581,
0.017481300979852676,
-0.0027787534054368734,
0.027344509959220886,
0.03192056342959404,
-0.0013977179769426584,
0.01669541746377945,
0.015581888146698475,
-0.0010175295174121857,
-0.043537747114896774,
0.008034275844693184,
-0.00041623497963882983,
0.00634767347946763,
0.01764572598040104,
0.015321463346481323,
0.015826985239982605,
0.008142719976603985,
0.06496163457632065,
0.027017002925276756,
0.013943035155534744,
0.017196010798215866,
-0.014510991983115673,
-0.020855534821748734,
-0.0012233107117936015,
0.021506305783987045,
-0.03406034782528877,
-0.005138330161571503,
-0.01820727251470089,
0.00029515352798625827,
-0.03688867390155792,
0.02401982992887497,
0.010375126264989376,
0.006328359246253967,
-0.015880800783634186,
0.01588749699294567,
0.0106279905885458,
-0.13869433104991913,
-0.008981040678918362,
-0.02529541403055191,
-1.1005021406162996e-05,
-0.039792805910110474,
0.023200131952762604,
-0.01943117380142212,
-0.0025408067740499973,
-0.015395178459584713,
0.018514307215809822,
0.03324458375573158,
0.008072650991380215,
0.000691623950842768,
0.011071472428739071,
-0.0077381678856909275,
-0.018896445631980896,
0.023005684837698936,
0.013873385265469551,
-0.0015393525827676058,
0.006697849836200476,
0.02330101653933525,
-0.015301264822483063,
0.0030107442289590836,
-0.01322128064930439,
-0.013762809336185455,
-0.002576955361291766,
-0.017753586173057556,
-0.021791571751236916,
-0.04009111225605011,
-0.0072059836238622665,
-0.032896555960178375,
0.04097579047083855,
-0.01998285762965679,
0.009988456964492798,
-0.026792917400598526,
-0.009510476142168045,
-0.02036074735224247,
0.007569579873234034,
0.022708212956786156,
0.009182345122098923,
0.0031531937420368195,
-0.015098053961992264,
0.013883347623050213,
0.014022653922438622,
-0.009196489118039608,
0.012386863119900227,
0.009349184110760689,
0.07422635704278946,
-0.012143319472670555,
0.0002105232561007142,
-0.018405968323349953,
0.005245818756520748,
0.03074224852025509,
-0.5449466705322266,
-0.07494744658470154,
-0.015691928565502167,
-0.004960038233548403,
-0.02880074456334114,
-0.00628998875617981,
-0.000175416367710568,
-0.02493138052523136,
-0.008543303236365318,
-0.006012993864715099,
-0.03913946822285652,
-0.004361391998827457,
0.010877241380512714,
0.032349444925785065,
-0.22412671148777008,
-0.011654925532639027,
-0.01773115061223507,
0.011011808179318905,
0.00452991109341383,
-0.02360508218407631,
0.002891723532229662,
-0.011424621567130089,
0.010198614560067654,
-0.025162311270833015,
0.008153040893375874,
0.0028997636400163174,
-0.020046954974532127,
0.012492437846958637,
0.005619564093649387,
0.008357606828212738,
0.008082767017185688,
-0.004098160658031702,
0.007929184474050999,
-0.007149402517825365,
0.007202007342129946,
-0.038272593170404434,
0.019913671538233757,
0.0017150279600173235,
0.014207190833985806,
-0.03712153807282448,
-0.0006185751990415156,
0.38194188475608826,
-0.003337074536830187,
0.004277621395885944,
-0.02307320386171341,
0.008695910684764385,
0.02889334410429001,
-0.002516129519790411,
-0.00401730090379715,
-0.010166998952627182,
0.008217664435505867,
-0.01021625753492117,
-0.0158147644251585,
-0.005105218384414911,
0.010987060144543648,
0.08700578659772873,
0.0023448793217539787,
-0.012195723131299019,
-0.013083717785775661,
-0.028252098709344864,
-0.013824515976011753,
-0.008969711139798164,
-0.034527529031038284,
-0.06114663928747177,
0.03132334351539612,
0.0401267372071743,
0.02871806174516678,
0.0001997580548049882,
0.02828831411898136,
-0.0034144530072808266,
0.014980451203882694,
0.0252805445343256,
0.025402065366506577,
-0.02838272601366043,
0.026876740157604218,
0.019575782120227814,
0.00720830587670207,
-0.018814174458384514,
-0.005228657741099596,
-0.0014378792839124799,
-0.0019671041518449783,
-0.0076331160962581635,
0.025636298581957817,
-0.012872404418885708,
0.04370764642953873,
0.0043484983034431934,
0.0857861116528511,
-0.04662594944238663,
-0.0011028693988919258,
-0.011452202685177326,
-0.019959108904004097,
-0.007234593853354454,
0.0023517580702900887,
0.0030743745155632496,
0.013299820013344288,
-0.0070625306107103825,
0.0037780324928462505,
-0.011404933407902718,
0.0019125033868476748,
-0.02923727035522461,
-0.0054152607917785645,
-0.038686733692884445,
0.016498496755957603,
0.029438715428113937,
0.01869669184088707,
-0.0026759698521345854,
-0.0018681418150663376,
-0.001956111518666148,
-0.004400577396154404,
0.011370292864739895,
-0.015212380327284336,
-0.017270267009735107,
0.010961635038256645,
0.003092440776526928,
-0.013279013335704803,
-0.001337792375124991,
-0.011944642290472984,
0.01449638232588768,
-0.04511250555515289,
-0.03134777396917343,
-0.005183041095733643,
-0.013423092663288116,
-0.008030885830521584,
6.256699998630211e-05,
-0.009721138514578342,
-0.0011712773703038692,
0.08376116305589676,
0.0091122817248106,
0.013872752897441387,
-0.04652848839759827,
0.015098006464540958,
0.017794635146856308,
0.004931033588945866,
0.020780574530363083,
0.03794362396001816,
0.010460807941854,
-0.020896125584840775,
0.011457785964012146,
-0.017593514174222946,
0.026522036641836166,
-0.005467911716550589,
0.03601190075278282,
0.02389049530029297,
-0.027200527489185333,
0.014047812670469284,
-0.013474690727889538,
0.0030288577545434237,
-0.0130830779671669,
0.022278718650341034,
-0.010708348825573921,
0.025572653859853745,
-0.024323005229234695,
0.0005296362214721739,
0.08834803104400635,
-0.010379698127508163,
0.013482863083481789,
-0.005198889411985874,
-0.0019191126339137554,
-0.020541593432426453,
0.01488310657441616,
-0.005288776010274887,
-0.018718821927905083,
-0.011136826127767563,
0.021853908896446228,
-0.007345151621848345,
0.04066784307360649,
-0.08277736604213715,
0.011835373006761074,
0.020975621417164803,
-0.015647727996110916,
0.024252874776721,
0.04214802011847496,
0.037266526371240616,
-0.002334347926080227,
-0.026023156940937042,
0.007993132807314396,
-0.043494950979948044,
-0.02855401672422886,
0.02645341120660305,
0.004808389116078615,
-0.009180878289043903,
-0.00737365335226059,
0.018648458644747734,
0.020381104201078415,
0.0015149511164054275,
0.02371559850871563,
-0.009878796525299549,
-0.0041726864874362946,
0.013105210848152637,
-0.010574816726148129,
0.02438530884683132,
0.002063254127278924,
0.004624554421752691,
0.002507410943508148,
0.0355665497481823,
-0.02100197598338127,
-0.009779038839042187,
-0.0380774587392807,
-0.027166830375790596,
-0.002611677162349224,
-0.008721582591533661,
-0.0022360256407409906,
-0.024233683943748474,
0.030492879450321198,
-0.024761730805039406,
-0.01099653821438551,
0.015656547620892525,
-0.013494892045855522,
-0.02251196652650833,
0.013858124613761902,
-0.012325121089816093,
-0.05020324885845184,
0.027175262570381165,
-0.0036868746392428875,
-0.001567578176036477,
0.043530065566301346,
-0.012473344802856445,
-0.017366783693432808,
0.00857172068208456,
0.009574729017913342,
0.3815770149230957,
0.01591624692082405,
0.0010623055277392268,
0.010129670612514019,
-0.01729818992316723,
0.011660683900117874,
0.022964004427194595,
0.05557939410209656,
-0.012970706447958946,
0.1212209016084671,
0.0013621737016364932,
-0.008883624337613583,
-0.017304109409451485,
-0.012863845564424992,
-0.018544619902968407,
0.02098250575363636,
0.012010454200208187,
-0.10969146341085434,
-0.00604257034137845,
-0.007745622657239437,
0.003145917085930705,
-0.010139396414160728,
-0.01112855039536953,
0.009295042604207993,
0.033114105463027954,
0.00429687462747097,
-0.011488624848425388,
0.026629289612174034,
0.025018544867634773,
-0.01398053951561451,
-0.02034359984099865,
0.03470724821090698,
-0.019302889704704285,
-0.013463267125189304,
0.019572773948311806,
-0.011869220063090324,
0.03390275686979294,
0.027168596163392067,
-0.017290839925408363,
0.0084879444912076,
-0.0079623619094491,
0.016921158879995346,
-0.0041714818216860294,
-0.01190574374049902,
0.01672295294702053,
0.019658982753753662,
0.014525705948472023,
0.007859929464757442,
0.01805698685348034,
0.01225537620484829,
-0.006391482427716255,
0.04183347523212433,
-0.033877838402986526,
-0.025611015036702156,
-0.014465383253991604,
-0.05230246111750603,
0.00016076304018497467,
0.025008752942085266,
-0.016874240711331367,
0.01365202758461237,
0.010431332513689995,
-0.014943420886993408,
0.021979572251439095,
-0.0089725935831666,
-0.023701399564743042,
0.03332916647195816,
-0.07570046186447144,
-0.006876541301608086,
-0.033599305897951126,
0.01072157546877861,
0.005470439326018095,
-0.023935450240969658,
0.02876877412199974,
0.0008904216811060905,
0.03001198172569275,
-0.01574493944644928,
0.002184564247727394,
0.02335934340953827,
0.0030327243730425835,
-0.005110716912895441,
-0.015975886955857277,
0.025197967886924744,
0.008225698955357075,
-0.013322901912033558,
-0.00246089743450284,
0.02344885654747486,
-0.05570274591445923,
0.04071446508169174,
-0.0029804077930748463,
-0.005517113953828812,
0.01905173249542713,
-0.004177108407020569,
0.02728334441781044,
-0.007696675136685371,
-0.0201746616512537,
0.0008969611953943968,
0.06154186278581619,
0.0026437854394316673,
0.0051170107908546925,
-0.03656580299139023,
-0.010464913211762905,
0.030237490311264992,
-0.026378614827990532,
0.0009503921028226614,
0.004172137007117271,
-0.0016502435319125652,
-0.02106006070971489,
-0.0217144638299942,
0.02039826288819313,
-0.02010345086455345,
0.004982220008969307,
0.0032430782448500395,
-0.010450989007949829,
0.01862589456140995,
-0.013816025108098984,
-0.05945126712322235,
-0.14803723990917206,
-0.02785579115152359,
-0.029833126813173294,
0.005644136108458042,
-0.10215339809656143,
0.006548170931637287,
-0.004371302668005228,
-0.03381849825382233,
-0.009523487649857998,
-0.03955560922622681,
-0.028020553290843964,
-0.015548738650977612,
-0.020314909517765045,
-0.016601087525486946,
-0.022105129435658455,
-0.0072104777209460735,
0.015340064652264118,
-0.010171468369662762,
0.011454686522483826,
0.009791333228349686,
0.008195710368454456,
-0.017573680728673935,
-0.09028797596693039,
-0.00542044173926115,
0.03686121851205826,
0.02853284403681755,
0.02389749139547348,
0.03984065353870392,
-0.03141672536730766,
-0.024820903316140175,
0.012232257053256035,
0.015872593969106674,
0.003645404241979122,
-0.009559583850204945,
-0.017052890732884407,
0.012974628247320652,
-0.02363988757133484,
-0.014407994225621223,
0.04735058546066284,
-0.003567174542695284,
-0.0022987411357462406,
-0.0006542079499922693,
0.009913206100463867,
0.03509628772735596,
-0.01728317141532898,
0.0021291605662554502,
0.018946195021271706,
-0.037084564566612244,
-0.002551012672483921,
0.00812626164406538,
0.004233409650623798,
0.025677021592855453,
0.010304009541869164,
-0.11930857598781586,
0.011358135379850864,
-0.010291794314980507,
0.0321015790104866,
0.0410272479057312,
-0.003917142283171415,
-0.012040630914270878,
-0.012863773852586746,
-0.030242247506976128,
0.06224747374653816,
-0.012947551906108856,
0.017090464010834694,
-6.987303640926257e-05,
-0.014880108647048473,
-0.013048427179455757,
0.04187585040926933,
0.017741460353136063,
-0.004223961848765612,
-0.020497094839811325,
0.020704295486211777,
0.006395407486706972,
0.0011025709100067616,
0.0118809649720788,
-0.02004486322402954,
0.02325473725795746,
0.026440484449267387,
-0.01930796168744564,
0.02319491282105446,
-0.013596991077065468,
-0.03835155814886093,
-0.027862081304192543
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Terminal et Recherche (2)",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T10:50:43.923540"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Bloc-notes, Terminal et Recherche (3).json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Bloc-notes, Terminal et Recherche (3)",
"name": "Bloc-notes, Terminal et Recherche (3)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T11:42:58.802425",
"updated_at": "2026-03-19T11:42:58.802426",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"nouveau d u",
"cb détails",
"accueil",
"0 nom"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.003933919593691826,
0.005904873833060265,
-0.024642709642648697,
-0.006309919059276581,
0.017481300979852676,
-0.0027787534054368734,
0.027344509959220886,
0.03192056342959404,
-0.0013977179769426584,
0.01669541746377945,
0.015581888146698475,
-0.0010175294009968638,
-0.043537747114896774,
0.008034275844693184,
-0.00041623497963882983,
0.00634767347946763,
0.01764572598040104,
0.015321463346481323,
0.015826985239982605,
0.008142719976603985,
0.06496163457632065,
0.027017002925276756,
0.013943035155534744,
0.017196010798215866,
-0.014510991983115673,
-0.020855534821748734,
-0.0012233107117936015,
0.021506305783987045,
-0.03406034782528877,
-0.005138330161571503,
-0.01820727251470089,
0.00029515352798625827,
-0.03688867390155792,
0.02401982992887497,
0.010375126264989376,
0.006328359246253967,
-0.015880800783634186,
0.01588749699294567,
0.0106279905885458,
-0.13869433104991913,
-0.008981040678918362,
-0.02529541589319706,
-1.1005021406162996e-05,
-0.039792805910110474,
0.023200131952762604,
-0.01943117380142212,
-0.0025408067740499973,
-0.015395178459584713,
0.018514307215809822,
0.03324458375573158,
0.008072650991380215,
0.000691623950842768,
0.011071472428739071,
-0.0077381678856909275,
-0.018896445631980896,
0.023005684837698936,
0.013873385265469551,
-0.0015393525827676058,
0.006697849836200476,
0.02330101653933525,
-0.015301264822483063,
0.0030107442289590836,
-0.01322128064930439,
-0.013762809336185455,
-0.002576955361291766,
-0.017753586173057556,
-0.021791571751236916,
-0.04009111225605011,
-0.0072059836238622665,
-0.032896555960178375,
0.04097579047083855,
-0.01998285762965679,
0.009988456964492798,
-0.026792917400598526,
-0.00951047521084547,
-0.02036074735224247,
0.007569579873234034,
0.022708212956786156,
0.009182345122098923,
0.0031531937420368195,
-0.015098053961992264,
0.013883347623050213,
0.014022653922438622,
-0.009196489118039608,
0.012386863119900227,
0.009349184110760689,
0.07422635704278946,
-0.012143319472670555,
0.00021052334341220558,
-0.018405968323349953,
0.005245818756520748,
0.03074224852025509,
-0.5449466705322266,
-0.07494744658470154,
-0.015691928565502167,
-0.004960038233548403,
-0.02880074456334114,
-0.00628998875617981,
-0.000175416367710568,
-0.02493138052523136,
-0.008543303236365318,
-0.006012993864715099,
-0.03913946822285652,
-0.004361391998827457,
0.01087724044919014,
0.032349444925785065,
-0.22412671148777008,
-0.011654925532639027,
-0.01773115061223507,
0.011011808179318905,
0.00452991109341383,
-0.02360508218407631,
0.002891723532229662,
-0.011424621567130089,
0.010198614560067654,
-0.025162311270833015,
0.008153040893375874,
0.0028997636400163174,
-0.020046954974532127,
0.012492437846958637,
0.005619564093649387,
0.008357606828212738,
0.008082767017185688,
-0.004098160658031702,
0.007929184474050999,
-0.007149402517825365,
0.007202007342129946,
-0.038272593170404434,
0.019913671538233757,
0.0017150279600173235,
0.014207190833985806,
-0.03712153807282448,
-0.0006185751990415156,
0.38194188475608826,
-0.003337074536830187,
0.004277621395885944,
-0.02307320199906826,
0.008695910684764385,
0.02889334410429001,
-0.002516129519790411,
-0.00401730090379715,
-0.010166998952627182,
0.008217664435505867,
-0.01021625753492117,
-0.0158147644251585,
-0.005105218384414911,
0.010987060144543648,
0.08700578659772873,
0.0023448793217539787,
-0.012195723131299019,
-0.013083717785775661,
-0.028252098709344864,
-0.013824515976011753,
-0.008969711139798164,
-0.034527529031038284,
-0.06114663928747177,
0.03132334351539612,
0.0401267372071743,
0.02871806174516678,
0.0001997580548049882,
0.02828831411898136,
-0.0034144530072808266,
0.014980451203882694,
0.0252805445343256,
0.025402065366506577,
-0.02838272601366043,
0.026876740157604218,
0.019575782120227814,
0.00720830587670207,
-0.018814174458384514,
-0.005228657741099596,
-0.0014378792839124799,
-0.0019671041518449783,
-0.0076331160962581635,
0.025636298581957817,
-0.012872404418885708,
0.04370764642953873,
0.0043484983034431934,
0.0857861116528511,
-0.04662594944238663,
-0.0011028693988919258,
-0.011452202685177326,
-0.019959108904004097,
-0.007234593853354454,
0.0023517580702900887,
0.0030743745155632496,
0.013299820013344288,
-0.0070625306107103825,
0.0037780324928462505,
-0.011404933407902718,
0.0019125033868476748,
-0.02923727035522461,
-0.0054152607917785645,
-0.038686733692884445,
0.016498496755957603,
0.029438715428113937,
0.01869669184088707,
-0.0026759698521345854,
-0.0018681418150663376,
-0.001956111518666148,
-0.004400577396154404,
0.011370292864739895,
-0.015212380327284336,
-0.017270267009735107,
0.010961635038256645,
0.003092440776526928,
-0.013279013335704803,
-0.001337792375124991,
-0.011944642290472984,
0.01449638232588768,
-0.04511250555515289,
-0.03134777396917343,
-0.005183041095733643,
-0.013423092663288116,
-0.008030885830521584,
6.256699998630211e-05,
-0.009721138514578342,
-0.0011712773703038692,
0.08376116305589676,
0.0091122817248106,
0.013872752897441387,
-0.04652848839759827,
0.015098006464540958,
0.017794635146856308,
0.004931033588945866,
0.020780574530363083,
0.03794362396001816,
0.010460807941854,
-0.020896125584840775,
0.011457787826657295,
-0.017593514174222946,
0.026522036641836166,
-0.005467911250889301,
0.03601190075278282,
0.02389049530029297,
-0.027200527489185333,
0.014047812670469284,
-0.013474690727889538,
0.0030288577545434237,
-0.0130830779671669,
0.022278718650341034,
-0.010708348825573921,
0.025572653859853745,
-0.024323005229234695,
0.0005296362214721739,
0.08834803104400635,
-0.010379698127508163,
0.013482863083481789,
-0.005198889411985874,
-0.0019191126339137554,
-0.020541593432426453,
0.01488310657441616,
-0.005288776010274887,
-0.018718821927905083,
-0.011136826127767563,
0.021853908896446228,
-0.007345151621848345,
0.04066784307360649,
-0.08277736604213715,
0.011835373938083649,
0.020975621417164803,
-0.015647727996110916,
0.024252874776721,
0.04214802011847496,
0.037266526371240616,
-0.002334347926080227,
-0.026023156940937042,
0.007993132807314396,
-0.043494950979948044,
-0.02855401299893856,
0.02645341120660305,
0.004808389116078615,
-0.009180878289043903,
-0.00737365335226059,
0.018648458644747734,
0.020381104201078415,
0.0015149511164054275,
0.02371559850871563,
-0.009878796525299549,
-0.0041726864874362946,
0.013105210848152637,
-0.010574816726148129,
0.02438530884683132,
0.002063254127278924,
0.004624554421752691,
0.002507410943508148,
0.0355665497481823,
-0.02100197598338127,
-0.009779038839042187,
-0.0380774587392807,
-0.027166830375790596,
-0.002611677162349224,
-0.008721582591533661,
-0.0022360256407409906,
-0.024233683943748474,
0.030492879450321198,
-0.024761730805039406,
-0.01099653821438551,
0.015656547620892525,
-0.013494892045855522,
-0.02251196652650833,
0.013858124613761902,
-0.012325121089816093,
-0.05020324885845184,
0.027175266295671463,
-0.003686874872073531,
-0.001567578176036477,
0.043530065566301346,
-0.012473344802856445,
-0.017366783693432808,
0.00857172068208456,
0.009574729017913342,
0.3815770149230957,
0.01591624692082405,
0.0010623055277392268,
0.010129670612514019,
-0.01729818992316723,
0.011660683900117874,
0.022964004427194595,
0.05557939410209656,
-0.012970706447958946,
0.1212209016084671,
0.0013621737016364932,
-0.008883624337613583,
-0.017304109409451485,
-0.012863845564424992,
-0.018544619902968407,
0.02098250575363636,
0.012010454200208187,
-0.10969146341085434,
-0.00604257034137845,
-0.007745622657239437,
0.003145917085930705,
-0.010139396414160728,
-0.01112855039536953,
0.009295042604207993,
0.033114105463027954,
0.00429687462747097,
-0.011488624848425388,
0.026629289612174034,
0.025018544867634773,
-0.01398053951561451,
-0.02034359984099865,
0.03470724821090698,
-0.019302889704704285,
-0.013463267125189304,
0.019572773948311806,
-0.011869220063090324,
0.03390275686979294,
0.027168596163392067,
-0.017290839925408363,
0.0084879444912076,
-0.0079623619094491,
0.016921158879995346,
-0.0041714818216860294,
-0.01190574374049902,
0.01672295294702053,
0.019658982753753662,
0.014525705948472023,
0.007859929464757442,
0.01805698685348034,
0.01225537620484829,
-0.006391482427716255,
0.04183347523212433,
-0.033877838402986526,
-0.025611013174057007,
-0.014465381391346455,
-0.05230246111750603,
0.00016076304018497467,
0.025008752942085266,
-0.016874240711331367,
0.01365202758461237,
0.01043133344501257,
-0.014943420886993408,
0.021979572251439095,
-0.0089725935831666,
-0.023701399564743042,
0.03332916647195816,
-0.07570046186447144,
-0.006876541301608086,
-0.03359929844737053,
0.01072157546877861,
0.005470439326018095,
-0.023935450240969658,
0.02876877412199974,
0.0008904216811060905,
0.03001198172569275,
-0.01574493944644928,
0.002184564247727394,
0.02335934154689312,
0.0030327243730425835,
-0.005110716912895441,
-0.015975886955857277,
0.025197967886924744,
0.008225698955357075,
-0.013322901912033558,
-0.00246089743450284,
0.02344885654747486,
-0.05570274591445923,
0.04071446508169174,
-0.0029804077930748463,
-0.005517113953828812,
0.01905173249542713,
-0.004177108407020569,
0.02728334441781044,
-0.007696675136685371,
-0.0201746616512537,
0.0008969611953943968,
0.06154186278581619,
0.0026437854394316673,
0.0051170107908546925,
-0.03656580299139023,
-0.010464913211762905,
0.030237490311264992,
-0.026378614827990532,
0.0009503921028226614,
0.004172137007117271,
-0.0016502438811585307,
-0.02106006070971489,
-0.0217144638299942,
0.02039826288819313,
-0.02010345086455345,
0.004982220008969307,
0.0032430782448500395,
-0.010450989007949829,
0.01862589456140995,
-0.013816025108098984,
-0.05945126712322235,
-0.14803723990917206,
-0.02785579115152359,
-0.029833126813173294,
0.005644136108458042,
-0.10215339809656143,
0.006548170931637287,
-0.004371302668005228,
-0.03381849825382233,
-0.009523487649857998,
-0.03955560922622681,
-0.028020553290843964,
-0.015548738650977612,
-0.020314909517765045,
-0.016601087525486946,
-0.022105129435658455,
-0.0072104777209460735,
0.015340064652264118,
-0.010171468369662762,
0.011454686522483826,
0.009791333228349686,
0.008195710368454456,
-0.017573680728673935,
-0.09028797596693039,
-0.00542044173926115,
0.03686121851205826,
0.02853284403681755,
0.02389749139547348,
0.03984065353870392,
-0.03141672536730766,
-0.024820905178785324,
0.012232257053256035,
0.015872593969106674,
0.003645404241979122,
-0.009559583850204945,
-0.017052890732884407,
0.012974628247320652,
-0.02363988757133484,
-0.014407994225621223,
0.04735058546066284,
-0.003567174542695284,
-0.0022987411357462406,
-0.0006542079499922693,
0.009913206100463867,
0.03509628400206566,
-0.01728317141532898,
0.0021291605662554502,
0.018946195021271706,
-0.037084564566612244,
-0.002551012672483921,
0.00812626164406538,
0.004233409650623798,
0.025677021592855453,
0.010304009541869164,
-0.11930857598781586,
0.011358135379850864,
-0.010291794314980507,
0.0321015790104866,
0.0410272479057312,
-0.003917142283171415,
-0.012040630914270878,
-0.012863773852586746,
-0.030242247506976128,
0.06224747374653816,
-0.012947551906108856,
0.017090464010834694,
-6.987303640926257e-05,
-0.014880106784403324,
-0.013048427179455757,
0.04187585040926933,
0.017741460353136063,
-0.004223961848765612,
-0.020497094839811325,
0.020704295486211777,
0.006395407486706972,
0.0011025709100067616,
0.0118809649720788,
-0.02004486322402954,
0.02325473725795746,
0.026440484449267387,
-0.01930796168744564,
0.02319491282105446,
-0.013596991077065468,
-0.03835155814886093,
-0.027862081304192543
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Terminal et Recherche (3)",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T11:42:58.802810"
}
},
"loops": {},
"conditionals": {},
"references": []
}

2542
data/training/live_sessions/workflows/Bloc-notes, Terminal et Recherche (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

3136
data/training/live_sessions/workflows/Bloc-notes, Terminal et Recherche (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

626
data/training/live_sessions/workflows/Bloc-notes, Terminal et Recherche.json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Bloc-notes, Terminal et Recherche",
"name": "Bloc-notes, Terminal et Recherche",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T03:31:55.849673",
"updated_at": "2026-03-19T03:31:55.849674",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (20 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"nouveau d u",
"cb détails",
"0 nom",
"accueil"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 20
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 20,
"_prototype_vector": [
-0.006148369051516056,
0.003762940876185894,
-0.02392846718430519,
-0.006725255865603685,
0.01512084249407053,
-0.0014406731352210045,
0.028259677812457085,
0.048674050718545914,
0.0005724038928747177,
0.018036942929029465,
0.020356686785817146,
-0.0004203870485071093,
-0.04820947349071503,
0.008596185594797134,
-0.0024836754892021418,
0.0050575509667396545,
0.017699481919407845,
0.010072791948914528,
0.015460873953998089,
0.010087681002914906,
0.060839615762233734,
0.028858382254838943,
0.015274511650204659,
0.013879076577723026,
-0.012141791172325611,
-0.0184266809374094,
-0.000493328261654824,
0.021326906979084015,
-0.032341986894607544,
-0.007711709477007389,
-0.025571832433342934,
0.007000619545578957,
-0.0390760600566864,
0.026438353583216667,
0.013327016495168209,
0.008337920531630516,
-0.016904935240745544,
0.02103486843407154,
0.004328514449298382,
-0.15206076204776764,
-0.013160609640181065,
-0.029625555500388145,
0.002603404689580202,
-0.03967958688735962,
0.02082766406238079,
-0.022304853424429893,
-0.0011378714116290212,
-0.01397234108299017,
0.016737977042794228,
0.035432081669569016,
0.0062981597147881985,
0.0018800601828843355,
0.0072578308172523975,
-0.006132323760539293,
-0.01873955875635147,
0.02755991742014885,
0.024582065641880035,
-0.0011478677624836564,
0.011184388771653175,
0.023625608533620834,
-0.019423307850956917,
0.004455920774489641,
-0.0102134570479393,
-0.013026904314756393,
-0.0026301294565200806,
-0.022600118070840836,
-0.02609511837363243,
-0.041638296097517014,
-0.007191778160631657,
-0.03169132024049759,
0.042285576462745667,
-0.025658410042524338,
0.011395449750125408,
-0.02112068049609661,
-0.0059173451736569405,
-0.03059384785592556,
0.013016908429563046,
0.02499852329492569,
0.015383580699563026,
0.007905861362814903,
-0.0082676587626338,
0.021949080750346184,
0.013971899636089802,
-0.011444219388067722,
0.006545232143253088,
0.006844949442893267,
0.07976839691400528,
-0.008053922094404697,
0.005467317067086697,
-0.022442908957600594,
0.00415791617706418,
0.032559834420681,
-0.5694792866706848,
-0.08337810635566711,
-0.01473821047693491,
-0.007091994397342205,
-0.028809277340769768,
-0.010003513656556606,
-0.00015335882198996842,
-0.02360774390399456,
-0.009203433059155941,
-0.007770027033984661,
-0.042652688920497894,
-0.003443627618253231,
0.01776338368654251,
0.03222103416919708,
-0.24162088334560394,
-0.008189821615815163,
-0.024261200800538063,
0.012316415086388588,
0.001445885980501771,
-0.021039193496108055,
0.004901875276118517,
-0.012746868655085564,
0.013089548796415329,
-0.02703818678855896,
0.014134521596133709,
0.0023768083192408085,
-0.014757683500647545,
0.010714409872889519,
0.009982467629015446,
0.012992044910788536,
0.005963278468698263,
-0.0047860960476100445,
0.0026030102744698524,
-0.010986200533807278,
0.005026455502957106,
-0.03289874643087387,
0.027280336245894432,
-0.004277127794921398,
0.015973510220646858,
-0.04156817868351936,
0.0005616000271402299,
0.3308506906032562,
-0.001614940701983869,
0.0009624608792364597,
-0.024232538416981697,
0.012456059455871582,
0.030533989891409874,
-0.000457044574432075,
-0.003975349944084883,
-0.011887183412909508,
0.00783392135053873,
-0.015218895860016346,
-0.011879879049956799,
0.0014244521735236049,
0.010460286401212215,
0.0909021645784378,
0.008519272319972515,
-0.00846357923001051,
-0.00849032774567604,
-0.024342436343431473,
-0.016542522236704826,
-0.008254984393715858,
-0.030700210481882095,
-0.06284472346305847,
0.031091120094060898,
0.04086530953645706,
0.027168037369847298,
0.0058966330252587795,
0.026182230561971664,
-0.000348723930073902,
0.02245415188372135,
0.02587893232703209,
0.03040560707449913,
-0.03263498470187187,
0.027718085795640945,
0.021891487762331963,
-0.002481189090758562,
-0.020030368119478226,
-0.0028267190791666508,
0.0032567589078098536,
-0.0018064057221636176,
-0.007035070564597845,
0.023199882358312607,
-0.016172969713807106,
0.04556000232696533,
0.001206272398121655,
0.08983343839645386,
-0.05191868171095848,
0.0028103303629904985,
-0.018330730497837067,
-0.016359517350792885,
-0.003368818201124668,
0.0018993497360497713,
1.965501724043861e-05,
0.014154728502035141,
-0.010239645838737488,
0.0033511852379888296,
-0.008798083290457726,
0.0021876604296267033,
-0.024858327582478523,
-0.010467195883393288,
-0.03515016287565231,
0.014390036463737488,
0.02489270456135273,
0.017359362915158272,
-0.00021632685093209147,
0.0017241506138816476,
-0.0023690536618232727,
-0.0026636102702468634,
0.01418254803866148,
-0.02034090831875801,
-0.024184605106711388,
0.016461145132780075,
0.00999827217310667,
-0.009404357522726059,
0.0019196044886484742,
-0.016724804416298866,
0.020683376118540764,
-0.05165333300828934,
-0.037505898624658585,
-0.0035093247424811125,
-0.01832916960120201,
-0.01284730713814497,
-0.0009260771330446005,
-0.01642913930118084,
-0.0013077419716864824,
0.09065962582826614,
0.003952742554247379,
0.013743072748184204,
-0.04470466822385788,
0.018365107476711273,
0.021406099200248718,
0.0041999355889856815,
0.024816732853651047,
0.04157835245132446,
0.014773266389966011,
-0.018985427916049957,
0.007953456602990627,
-0.019276345148682594,
0.03426634892821312,
-0.002256758976727724,
0.04017531871795654,
0.023226486518979073,
-0.03307753801345825,
0.01667841151356697,
-0.013504241593182087,
0.0023775247391313314,
-0.014477827586233616,
0.023368846625089645,
-0.009307023137807846,
0.026576640084385872,
-0.020559286698698997,
0.0035602571442723274,
0.08791252970695496,
-0.008934669196605682,
0.017341792583465576,
-0.009844615124166012,
-0.0008990314672701061,
-0.01201215386390686,
0.009946761652827263,
-0.006513259373605251,
-0.018008464947342873,
-0.0022779193241149187,
0.02338596247136593,
-0.01190292276442051,
0.04310653731226921,
-0.09387867152690887,
0.01129454467445612,
0.021238693967461586,
-0.014215403236448765,
0.024787116795778275,
0.047165848314762115,
0.0412561371922493,
-0.00706819212064147,
-0.029571881517767906,
0.00937572680413723,
-0.04572135955095291,
-0.02698654867708683,
0.028595173731446266,
0.011785908602178097,
-0.00996656809002161,
-0.008920175023376942,
0.022594958543777466,
0.016542498022317886,
0.006824315059930086,
0.023548023775219917,
-0.0156817976385355,
-0.0025014718994498253,
0.01341569609940052,
-0.008285722695291042,
0.026054367423057556,
0.0028807991184294224,
0.006340170279145241,
0.004959895275533199,
0.03904622793197632,
-0.019760238006711006,
-0.008635003119707108,
-0.03883517533540726,
-0.02817157283425331,
-0.001690905774012208,
-0.01289711520075798,
-0.0015308341244235635,
-0.02582688443362713,
0.03682447597384453,
-0.02400076948106289,
-0.012165652588009834,
0.015313971787691116,
-0.020856181159615517,
-0.021700255572795868,
0.019326427951455116,
-0.013006225228309631,
-0.05250371992588043,
0.027956848964095116,
-0.002570205135270953,
0.0027558619622141123,
0.04088212922215462,
-0.014559711329638958,
-0.018171165138483047,
0.008566165342926979,
0.0034277155064046383,
0.3305303156375885,
0.019480638206005096,
-0.0024636092130094767,
0.007737020030617714,
-0.014630426652729511,
0.012181439436972141,
0.017142808064818382,
0.0602695606648922,
-0.016301264986395836,
0.121622733771801,
0.00023669666552450508,
-0.011364893987774849,
-0.019245490431785583,
-0.01627986691892147,
-0.021758705377578735,
0.020886586979031563,
0.014264487661421299,
-0.08783594518899918,
-0.006722236052155495,
-0.013668053783476353,
0.006689076311886311,
-0.013133036904036999,
-0.014054211787879467,
0.014738964848220348,
0.037209074944257736,
0.009095189161598682,
-0.012090107426047325,
0.026905877515673637,
0.027867138385772705,
-0.015025146305561066,
-0.028413977473974228,
0.03781571239233017,
-0.021614443510770798,
-0.012783846817910671,
0.022183479741215706,
-0.01742851734161377,
0.034202635288238525,
0.028425851836800575,
-0.01962847076356411,
0.007890548557043076,
-0.007405904121696949,
0.012340561486780643,
-0.004627771209925413,
-0.011537840589880943,
0.015222805552184582,
0.020949192345142365,
0.015709687024354935,
0.006013581994920969,
0.021975046023726463,
0.01586202159523964,
-0.008062424138188362,
0.040084920823574066,
-0.03808945417404175,
-0.024057984352111816,
-0.018432874232530594,
-0.05849866941571236,
-0.0009524369379505515,
0.0245839711278677,
-0.019439609721302986,
0.012784584425389767,
0.00978261698037386,
-0.020259706303477287,
0.02363339066505432,
-0.009339184500277042,
-0.025647779926657677,
0.034020908176898956,
-0.0774436965584755,
-0.0053155627101659775,
-0.0322895422577858,
0.01127917692065239,
0.0019971528090536594,
-0.02235056832432747,
0.026999346911907196,
-0.009363725781440735,
0.034431714564561844,
-0.009098934940993786,
-0.001510625472292304,
0.022024476900696754,
0.008266865275800228,
-0.006096934899687767,
-0.01356082409620285,
0.02362697757780552,
0.0034129105042666197,
-0.020077185705304146,
-0.004504875745624304,
0.02876492589712143,
-0.05716421827673912,
0.03877456486225128,
-0.0042646462097764015,
-0.01239719521254301,
0.018571678549051285,
-0.004955593030899763,
0.03524361923336983,
-0.00510040670633316,
-0.023884598165750504,
0.00260782428085804,
0.0646975114941597,
0.005086612422019243,
0.00030899018747732043,
-0.03107220120728016,
-0.009495518170297146,
0.029838889837265015,
-0.028941001743078232,
-0.0013845053035765886,
0.011129097081720829,
-0.004026154056191444,
-0.02696480229496956,
-0.01894216798245907,
0.015042155981063843,
-0.018594985827803612,
-0.00016566792328376323,
0.009259959682822227,
-0.013345873914659023,
0.023817693814635277,
-0.016391053795814514,
-0.06068455055356026,
-0.16392388939857483,
-0.024521607905626297,
-0.03479558601975441,
0.0017766898963600397,
-0.10638588666915894,
0.0022309073247015476,
-0.002820217050611973,
-0.03532993048429489,
-0.006454172544181347,
-0.041302040219306946,
-0.02263372577726841,
-0.017527256160974503,
-0.015292968600988388,
-0.01351846568286419,
-0.025825120508670807,
0.0006332909106276929,
0.01459189411252737,
-0.014226638711988926,
0.013969525694847107,
0.010457834228873253,
0.01107392180711031,
-0.020093092694878578,
-0.09943953156471252,
-0.013654464855790138,
0.039578646421432495,
0.03053189069032669,
0.025198886170983315,
0.042523741722106934,
-0.032826341688632965,
-0.030142338946461678,
0.007929114624857903,
0.014974621124565601,
0.004848419688642025,
-0.011788498610258102,
-0.02041722647845745,
0.009303435683250427,
-0.02320854738354683,
-0.013287556357681751,
0.044189464300870895,
-0.0029753735288977623,
-0.006062729749828577,
-0.005108701065182686,
0.010889291763305664,
0.04089915379881859,
-0.02251332625746727,
0.006513024680316448,
0.01721118576824665,
-0.0391564667224884,
0.0020312760025262833,
0.005840377416461706,
0.0008966269670054317,
0.02172032929956913,
0.010950515978038311,
-0.11722740530967712,
0.010091546922922134,
-0.00885352399200201,
0.03433213382959366,
0.04704004526138306,
-0.0045456248335540295,
-0.00851095374673605,
-0.004843184724450111,
-0.027178091928362846,
0.06434456259012222,
-0.015452017076313496,
0.023520376533269882,
-0.008030815050005913,
-0.01975414529442787,
-0.020459188148379326,
0.041517604142427444,
0.01623176969587803,
-0.005616231355816126,
-0.021840503439307213,
0.02146797627210617,
0.007604312617331743,
-0.002153462963178754,
0.0072347610257565975,
-0.03398794308304787,
0.018417097628116608,
0.0250271987169981,
-0.019340593367815018,
0.02870841883122921,
-0.013807611539959908,
-0.03539709001779556,
-0.029327986761927605
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Terminal et Recherche",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T03:31:55.850274"
}
},
"loops": {},
"conditionals": {},
"references": []
}

1615
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Python (2).json Normal file
View File

File diff suppressed because it is too large Load Diff

1471
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Python (3).json Normal file
View File

File diff suppressed because it is too large Load Diff

1473
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Python (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

1831
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Python (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

4297
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Python.json Normal file
View File

File diff suppressed because it is too large Load Diff

2620
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (10).json Normal file
View File

File diff suppressed because it is too large Load Diff

631
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (11).json Normal file
View File

@@ -0,0 +1,631 @@
{
"workflow_id": "Bloc-notes, Explorateur et Terminal (11)",
"name": "Bloc-notes, Explorateur et Terminal (11)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "OBSERVATION",
"created_at": "2026-03-25T09:06:36.234426",
"updated_at": "2026-03-25T09:06:36.234427",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (4 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"503",
"x bureau",
"cwindomnloystami2emde x +",
"q rechercher dans supervision",
"if f(*args) is false:",
"détails",
"return lambda *a: f(*al:actual])",
"b détails"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [
"close",
"settings",
"form_input"
],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 4
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 4,
"_prototype_vector": [
-0.010398360900580883,
-0.0010658504907041788,
-0.010505319572985172,
0.014585611410439014,
0.01815764233469963,
0.0028886422514915466,
0.007454819045960903,
0.003123948583379388,
-0.004064262844622135,
0.0015149044338613749,
0.021796219050884247,
-0.00912211462855339,
-0.03358935937285423,
0.009857065975666046,
0.000779750116635114,
0.016784347593784332,
0.03088918887078762,
0.009194273501634598,
0.020802216604351997,
-0.0012133651180192828,
0.061035431921482086,
0.03390421345829964,
0.0004893155419267714,
0.006534553598612547,
-0.014394179917871952,
-0.01786174066364765,
-0.018186531960964203,
0.0176565982401371,
-0.023220395669341087,
-0.006311428267508745,
-0.00719990860670805,
0.0024172079283744097,
0.0006239787908270955,
0.016280246898531914,
0.02160406857728958,
-0.0021512042731046677,
-0.024349087849259377,
0.02600821852684021,
0.027392487972974777,
-0.14203278720378876,
-0.004070419818162918,
-0.01571366749703884,
-0.002939129015430808,
-0.03467409685254097,
0.013707020319998264,
-0.02148561365902424,
0.0019709502812474966,
-0.027755601331591606,
0.018516549840569496,
0.02996751479804516,
-0.0008074567303992808,
-0.01852767914533615,
0.000601472333073616,
-0.010879802517592907,
-0.011335129849612713,
0.013003560714423656,
0.012934891507029533,
-0.007480037398636341,
-0.0021036865655332804,
0.021279847249388695,
0.002022917615249753,
0.01349971629679203,
-0.008640177547931671,
-0.011084790341556072,
-0.005921651609241962,
-0.014666873961687088,
-0.010066081769764423,
-0.02058766968548298,
0.007638691924512386,
-0.031672850251197815,
0.04833716154098511,
-0.010923006571829319,
0.0004429281980264932,
-0.028262482956051826,
-0.01904563046991825,
-0.006623096764087677,
0.009128592908382416,
0.006223347969353199,
0.01413934025913477,
0.00038244176539592445,
-0.02274252660572529,
0.03463735058903694,
0.013956415466964245,
0.01367369294166565,
0.0053800358437001705,
0.01475017610937357,
0.0634312704205513,
-0.01806780695915222,
-0.006236585788428783,
-0.014139458537101746,
0.016820920631289482,
0.021352002397179604,
-0.5249324440956116,
-0.06961369514465332,
-0.006351829506456852,
-0.0006607342511415482,
-0.0296914204955101,
-0.007842038758099079,
-0.012250295840203762,
-0.020034223794937134,
-0.009990965947508812,
-0.005995720624923706,
-0.0342910997569561,
-0.017396075651049614,
-0.007968439720571041,
0.03978641331195831,
-0.19268417358398438,
-0.013987766578793526,
-0.020802395418286324,
0.01686524599790573,
0.001784448861144483,
-0.012209477834403515,
-0.0029985897708684206,
-0.010026732459664345,
0.01303417794406414,
-0.02451307512819767,
0.008243280462920666,
0.0036024798173457384,
-0.019552433863282204,
0.018684161826968193,
0.0029945543501526117,
0.0011635510018095374,
-0.004893937148153782,
-0.006106770131736994,
0.004329550080001354,
-0.0047754948027431965,
0.014170385897159576,
-0.024586660787463188,
0.02006646804511547,
0.0022643895354121923,
0.007665166165679693,
-0.04694155603647232,
0.0013582706451416016,
0.4265163540840149,
-0.00925860833376646,
0.017937803640961647,
-0.007524172775447369,
0.000321386061841622,
0.009029688313603401,
-0.007842293940484524,
0.008094482123851776,
0.017147039994597435,
0.0006929787341505289,
-0.002443987876176834,
-0.021607477217912674,
-0.0061544678173959255,
0.01034458912909031,
0.07829789817333221,
0.00459308922290802,
-0.006017531268298626,
0.0010572526371106505,
-0.030366891995072365,
-0.01032611820846796,
-0.005606221035122871,
-0.017164329066872597,
-0.06093153730034828,
0.017995357513427734,
0.04177142307162285,
0.01578475348651409,
-0.007925465703010559,
0.03172297775745392,
0.007166597526520491,
0.008086120709776878,
0.0208866186439991,
0.03463856875896454,
-0.03670796751976013,
0.02988412044942379,
0.02211065962910652,
0.017740439623594284,
-0.00018646880926098675,
-0.0059513067826628685,
0.011792740784585476,
-0.006261581089347601,
-0.00022454626741819084,
0.009232667274773121,
-0.0034910603426396847,
0.03270786255598068,
0.00867585651576519,
0.07996372878551483,
-0.034308284521102905,
0.004635719116777182,
-0.014701793901622295,
-0.02878299169242382,
-0.0033994526602327824,
0.0039707026444375515,
0.005263959988951683,
0.008961818180978298,
-0.00511535769328475,
-0.010353883728384972,
-0.012987649068236351,
0.003200922394171357,
-0.030515147373080254,
-0.012420900166034698,
-0.03531958907842636,
0.011152973398566246,
0.021021995693445206,
0.019560575485229492,
-0.0021143679041415453,
0.005395867396146059,
-0.002634131582453847,
0.0006486329366452992,
0.017893053591251373,
-0.02053956314921379,
-0.03363221883773804,
0.007623389828950167,
0.0033437353558838367,
-0.016959860920906067,
0.004138806369155645,
-0.009874899871647358,
0.005486454349011183,
-0.040558263659477234,
-0.024706518277525902,
0.00213488657027483,
-0.01211644895374775,
0.0015842618886381388,
-0.001273483270779252,
0.020177220925688744,
-0.002952475333586335,
0.10171478241682053,
0.0021447576582431793,
0.009839500300586224,
-0.05112610384821892,
0.009394662454724312,
0.018939552828669548,
0.02116262912750244,
0.012964134104549885,
0.031245388090610504,
0.02531072124838829,
-0.024762136861681938,
0.008418997749686241,
-0.028983691707253456,
0.01738465204834938,
-0.009790674783289433,
0.02307184413075447,
0.018586644902825356,
-0.022258063778281212,
0.011787804774940014,
-0.023385945707559586,
-0.005319227464497089,
-0.013813615776598454,
0.01338200829923153,
-0.0064269076101481915,
0.02060871198773384,
-0.02554299496114254,
6.944926280993968e-05,
0.07643116265535355,
-0.012959694489836693,
0.02051633968949318,
-0.0013993988977745175,
-0.002375005977228284,
-0.02098214626312256,
0.01027762796729803,
-0.007922965101897717,
-0.023518031463027,
-0.008621408604085445,
0.024434538558125496,
-0.014674284495413303,
0.027881771326065063,
-0.07084228098392487,
0.02420162223279476,
0.010961265303194523,
-0.020748907700181007,
0.01593012921512127,
0.028936240822076797,
0.02350486069917679,
0.0026221196167171,
-0.03893812373280525,
-0.002182257827371359,
-0.030699629336595535,
-0.012915023602545261,
0.017440637573599815,
0.008440843783318996,
-0.00042273791041225195,
0.009407242760062218,
0.013378914445638657,
0.016740523278713226,
-0.005661515053361654,
0.010340760461986065,
-0.021576950326561928,
0.003288122359663248,
0.0053104134276509285,
-0.0055445716716349125,
0.030966226011514664,
-0.003506239503622055,
0.0033984570764005184,
0.010497864335775375,
0.023268939927220345,
-0.014108260162174702,
-0.010864189825952053,
-0.03766059875488281,
-0.022651366889476776,
-0.014408864080905914,
0.002904461231082678,
0.003010400105267763,
-0.01543988287448883,
0.011128905229270458,
-0.04978140443563461,
-0.008313493803143501,
0.003118556924164295,
-0.021827515214681625,
-0.02241530641913414,
-0.0033409581519663334,
-0.015797216445207596,
-0.03631358593702316,
0.029144661501049995,
-0.014838751405477524,
0.0010325671173632145,
0.046704553067684174,
-0.0192423015832901,
-0.013766936957836151,
-0.006590441334992647,
0.014805161394178867,
0.42602118849754333,
0.008128492161631584,
-0.0009331501205451787,
-0.0012235697358846664,
-0.010614817962050438,
0.02030153200030327,
0.0037798970006406307,
0.04778525233268738,
-0.010071124881505966,
0.0991559699177742,
-0.0014709836104884744,
-0.0021232175640761852,
-0.025489749386906624,
-0.006218020338565111,
0.005683884024620056,
0.00962213333696127,
0.011911643669009209,
-0.13203434646129608,
-0.00783504731953144,
0.010226988233625889,
0.003045487916097045,
-0.011644728481769562,
-0.000210452766623348,
0.00040536257438361645,
0.01790258102118969,
0.0046819401904940605,
-0.011415380984544754,
0.04355976730585098,
0.01158165093511343,
-0.020927324891090393,
-0.010964599438011646,
0.03455862030386925,
-0.005480425897985697,
0.003926677163690329,
0.015127462334930897,
-0.004687049426138401,
0.01777517981827259,
0.03467695042490959,
-0.001376533997245133,
-0.0007613584166392684,
-0.00877116434276104,
0.011806454509496689,
-0.010257557965815067,
0.002620918909087777,
0.008737526834011078,
0.012621952220797539,
0.027870334684848785,
0.005569075234234333,
0.016600893810391426,
0.007035192102193832,
0.0007483932422474027,
0.03366779163479805,
-0.03103002905845642,
-0.018336692824959755,
-0.028017403557896614,
-0.0559195950627327,
0.0005269660614430904,
0.026927707716822624,
-0.01136306207627058,
0.0011293073184788227,
0.03175269812345505,
-0.019968923181295395,
0.002307509770616889,
-0.01529940590262413,
-0.013983279466629028,
0.02085123583674431,
-0.07856424152851105,
-0.01336307730525732,
-0.03972538188099861,
0.013625585474073887,
-0.008502117358148098,
-0.03786175325512886,
0.027750814333558083,
-0.00039909774204716086,
0.024878328666090965,
-0.009480390697717667,
0.0112302890047431,
0.026227055117487907,
0.00643582409247756,
-0.0040557193569839,
-0.02209143154323101,
0.024955322965979576,
-0.003923031035810709,
-0.008585920557379723,
-0.0013203187845647335,
0.01694166287779808,
-0.04165065661072731,
0.043030958622694016,
0.0014563273871317506,
-0.004711551126092672,
0.024335289373993874,
-0.0046937898732721806,
0.026812467724084854,
-0.005149022210389376,
-0.03030695766210556,
-0.001151096192188561,
0.054413434118032455,
-0.002542101079598069,
0.01931789517402649,
-0.03157661482691765,
-0.007227858994156122,
0.03445104882121086,
-0.033132441341876984,
-0.010619504377245903,
0.005568183492869139,
0.018906570971012115,
-0.011543504893779755,
-0.009220859967172146,
0.015028252266347408,
-0.023996926844120026,
-0.0031998378690332174,
0.021688882261514664,
-0.009216724894940853,
0.015197789296507835,
-0.005533957853913307,
-0.06007857620716095,
-0.12645287811756134,
-0.035640016198158264,
-0.022452939301729202,
0.0010510897263884544,
-0.08578245341777802,
0.010667696595191956,
-0.011031887494027615,
-0.024665100499987602,
-0.01873665489256382,
-0.021600479260087013,
-0.025430828332901,
-0.01361324917525053,
-0.004980757832527161,
-0.003943460527807474,
-0.014716396108269691,
-0.007288733031600714,
0.014977441169321537,
-0.008679993450641632,
0.011614692397415638,
0.0032573542557656765,
0.0187865998595953,
-0.018679102882742882,
-0.0819975882768631,
-0.02289607934653759,
0.03549651801586151,
0.034142520278692245,
0.027467982843518257,
0.042286619544029236,
-0.02116207219660282,
-0.02068750001490116,
0.013427485711872578,
0.022396806627511978,
0.0020152509678155184,
0.00635672127828002,
-0.005071164574474096,
0.006589996162801981,
-0.030832378193736076,
-0.009049960412085056,
0.04737607017159462,
0.00118675094563514,
-0.011681271716952324,
-0.00535369710996747,
0.00726634357124567,
0.044088080525398254,
-0.012084495276212692,
-0.009050077758729458,
0.004051679279655218,
-0.039254046976566315,
-0.004924270324409008,
0.011820424348115921,
0.01402523647993803,
0.03075958974659443,
0.0033626779913902283,
-0.11048639565706253,
0.004577489569783211,
-0.016647284850478172,
0.020244000479578972,
0.012264969758689404,
0.010828033089637756,
-0.012674516998231411,
-0.008906771428883076,
-0.03218784183263779,
0.05986032262444496,
-0.01758445054292679,
0.01623973436653614,
-0.010501159355044365,
-0.020957211032509804,
-0.00847548246383667,
0.04034963995218277,
0.011601950973272324,
8.395589975407347e-05,
-0.016642622649669647,
0.02337823063135147,
0.014774318784475327,
-0.0008770272834226489,
0.012165277265012264,
-0.038283590227365494,
0.01369205117225647,
0.014672556892037392,
-0.003834735369309783,
0.01552975457161665,
-0.005730737932026386,
-0.029528308659791946,
-0.025331145152449608
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Bloc-notes, Explorateur et Terminal (11)",
"overall_score": 0.5,
"is_production_ready": false,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 0.0,
"recommendations": [
"Précision de validation croisée insuffisante: 0.00% (minimum: 80%)"
],
"created_at": "2026-03-25T09:06:36.234864"
},
"source_session_id": "sess_20260325T090413_c38d64",
"machine_id": "DESKTOP-58D5CAC_windows"
},
"loops": {},
"conditionals": {},
"references": []
}

3031
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (12).json Normal file
View File

File diff suppressed because it is too large Load Diff

2363
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (13).json Normal file
View File

File diff suppressed because it is too large Load Diff

1726
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (14).json Normal file
View File

File diff suppressed because it is too large Load Diff

2748
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (8).json Normal file
View File

File diff suppressed because it is too large Load Diff

2750
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Explorateur et Terminal (9).json Normal file
View File

File diff suppressed because it is too large Load Diff

4729
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Recherche et Explorateur.json Normal file
View File

File diff suppressed because it is too large Load Diff

3827
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Recherche et Terminal.json Normal file
View File

File diff suppressed because it is too large Load Diff

3511
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Recherche et Whatsapp.root.json Normal file
View File

File diff suppressed because it is too large Load Diff

2236
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (10).json Normal file
View File

File diff suppressed because it is too large Load Diff

1750
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (11).json Normal file
View File

File diff suppressed because it is too large Load Diff

2214
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (12).json Normal file
View File

File diff suppressed because it is too large Load Diff

1750
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (13).json Normal file
View File

File diff suppressed because it is too large Load Diff

1752
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (14).json Normal file
View File

File diff suppressed because it is too large Load Diff

2216
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (15).json Normal file
View File

File diff suppressed because it is too large Load Diff

1752
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (16).json Normal file
View File

File diff suppressed because it is too large Load Diff

2770
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (17).json Normal file
View File

File diff suppressed because it is too large Load Diff

2564
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (18).json Normal file
View File

File diff suppressed because it is too large Load Diff

1516
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (2).json Normal file
View File

File diff suppressed because it is too large Load Diff

1516
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (3).json Normal file
View File

File diff suppressed because it is too large Load Diff

2406
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

2056
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

2304
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (6).json Normal file
View File

File diff suppressed because it is too large Load Diff

5978
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (7).json Normal file
View File

File diff suppressed because it is too large Load Diff

2056
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (8).json Normal file
View File

File diff suppressed because it is too large Load Diff

2304
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur (9).json Normal file
View File

File diff suppressed because it is too large Load Diff

2703
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Bloc-notes, Terminal et Explorateur.json Normal file
View File

File diff suppressed because it is too large Load Diff

621
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Chrome, Edge et Explorateur (2).json Normal file
View File

@@ -0,0 +1,621 @@
{
"workflow_id": "Chrome, Edge et Explorateur (2)",
"name": "Chrome, Edge et Explorateur (2)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T11:11:19.681993",
"updated_at": "2026-03-19T11:11:19.681994",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (78 observations)",
"template": {
"window": {
"title_pattern": "Lea - RPA Vision Agent V1",
"title_contains": "Lea - RPA Vision Agent V1",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"12°c",
"c rechercher",
"temps dégagé",
"18/03/2026",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal."
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 78
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 78,
"_prototype_vector": [
-0.01675732247531414,
-0.005990433972328901,
-0.023389818146824837,
0.019621282815933228,
0.00859216321259737,
-0.006516820751130581,
0.008516927249729633,
0.04467855766415596,
0.017152270302176476,
0.008006703108549118,
0.04660392180085182,
-0.006951400078833103,
-0.045059945434331894,
0.00955066829919815,
-0.0037917911540716887,
0.002430369146168232,
0.004685206804424524,
-0.010366605594754219,
0.02417333982884884,
0.02301805652678013,
0.041477493941783905,
0.02091939002275467,
0.00020542308629956096,
0.007734805811196566,
-0.0059728180058300495,
0.00989159569144249,
0.0024322590325027704,
-0.011832410469651222,
-0.025065332651138306,
-0.0058194673620164394,
0.0050981310196220875,
0.006785870064049959,
-0.03136715665459633,
-0.0030968892388045788,
0.019657664000988007,
0.013293435797095299,
-0.02496851421892643,
0.0020769587717950344,
-0.013227615505456924,
-0.12806563079357147,
-0.015757206827402115,
-0.02940652146935463,
0.006368458736687899,
0.00034031676477752626,
0.0095682917162776,
0.019120855256915092,
-0.016085632145404816,
-0.00836288183927536,
0.0073989867232739925,
0.011274493299424648,
0.007966168224811554,
0.0014014416374266148,
0.01565977931022644,
0.008766026236116886,
-0.010811836458742619,
0.006387871224433184,
0.007194977253675461,
-0.010663062334060669,
0.014097141101956367,
0.023980427533388138,
-0.013422145508229733,
-0.015055861324071884,
-0.0008323792717419565,
-0.009520829655230045,
-0.009086101315915585,
-0.010822337120771408,
-0.022943954914808273,
-0.04572262987494469,
-0.012426184490323067,
0.0013845473295077682,
0.022398730739951134,
-0.008077839389443398,
0.021390976384282112,
-0.023521216586232185,
0.0065848748199641705,
-0.025476744398474693,
-0.007613775786012411,
0.021510805934667587,
0.007526308298110962,
-0.0025689529720693827,
-0.006566538475453854,
0.004116626922041178,
-0.0011924819555133581,
0.017064688727259636,
0.033192671835422516,
0.02183927595615387,
0.0408024825155735,
-0.01843150332570076,
-0.005619108211249113,
-0.015115171670913696,
0.013467236422002316,
0.030603164806962013,
-0.5991904735565186,
-0.05279533192515373,
-0.011958758346736431,
-0.0011766692623496056,
-0.022707199677824974,
0.019350498914718628,
-0.006437701638787985,
-0.03398281708359718,
-0.005302027799189091,
-0.015581972897052765,
-0.02779044583439827,
0.0018752689938992262,
0.019131960347294807,
0.03800502419471741,
-0.1866799145936966,
-0.005619251634925604,
-0.01343480683863163,
0.007529142778366804,
0.009346205741167068,
-0.026628561317920685,
-0.0011201489251106977,
0.0124353663995862,
0.010036971420049667,
-0.034316759556531906,
0.004223233088850975,
0.002386867068707943,
-0.00992774311453104,
-0.0032412512227892876,
-0.005895323120057583,
0.009456899017095566,
-0.017144925892353058,
-0.019356414675712585,
0.0008614804828539491,
-0.004003413487225771,
0.013113128952682018,
-0.03157152980566025,
0.0003108900273218751,
-0.006312770303338766,
0.017923975363373756,
-0.04605211317539215,
-0.002457128604874015,
0.4007219672203064,
-0.0022358018904924393,
0.009654967114329338,
-0.023057347163558006,
-0.026423044502735138,
0.02545023523271084,
0.0003762928245123476,
0.002922910498455167,
0.012427409179508686,
0.013981098309159279,
-0.020236413925886154,
-0.0011536068050190806,
9.034452523337677e-05,
0.006709456443786621,
0.08054808527231216,
0.01491191890090704,
-0.0006508054211735725,
-0.010191808454692364,
-0.013994976878166199,
-0.00895616877824068,
-0.00953738484531641,
-0.022157765924930573,
-0.03035348281264305,
0.029789213091135025,
0.01585608720779419,
0.012226331979036331,
0.006146313156932592,
0.03123500570654869,
0.002715839073061943,
0.019026558846235275,
0.028185632079839706,
0.008487306535243988,
-0.01653503254055977,
0.033088743686676025,
0.023658225312829018,
-0.006582929287105799,
-0.0011015956988558173,
-0.01148445438593626,
-0.00933003704994917,
-0.01033991202712059,
0.0012227538973093033,
0.011848625726997852,
-0.017058061435818672,
0.06093452125787735,
-0.007609599269926548,
0.10214991867542267,
-0.0455985926091671,
0.0074071260169148445,
-0.003266442334279418,
-0.008435412310063839,
0.021936319768428802,
0.00021625518274959177,
0.0007885213126428425,
-0.004446124192327261,
-0.011591104790568352,
-0.00460593868046999,
-0.0013663247227668762,
-0.019122470170259476,
-0.009859100915491581,
-0.03297736123204231,
-0.039464376866817474,
0.003704073140397668,
0.008782340213656425,
-0.011247517541050911,
0.003649538615718484,
0.009905539453029633,
-0.0023121365811675787,
0.003670190693810582,
-0.0007002211641520262,
-0.011181499809026718,
0.008890143595635891,
0.020528040826320648,
0.009911867789924145,
-0.0035305111669003963,
2.6030449589597993e-05,
-0.0213268231600523,
0.03150559589266777,
-0.06071052700281143,
-0.03719204664230347,
0.021379148587584496,
-0.033252377063035965,
-0.014683132991194725,
0.008246713317930698,
-0.0007602125988341868,
-0.006108047440648079,
0.075694739818573,
0.004970774985849857,
0.012123198248445988,
-0.024048035964369774,
0.0045288628898561,
0.008363993838429451,
0.0309818796813488,
0.020872604101896286,
0.03266522288322449,
0.0051744901575148106,
-0.012114324606955051,
-0.008623158559203148,
-0.02974526397883892,
0.032088447362184525,
-0.01595614291727543,
0.015407408587634563,
0.030645182356238365,
-0.03534090518951416,
0.012871776707470417,
-0.033585306257009506,
0.012358779087662697,
-0.007605704944580793,
0.015414918772876263,
0.0038956047501415014,
0.03743422031402588,
-0.025162965059280396,
-0.005066419020295143,
0.04201745241880417,
0.0011411334853619337,
0.019758746027946472,
0.0012411411153152585,
0.0016839152667671442,
-0.008744962513446808,
0.008382276631891727,
-0.0014169419882819057,
-0.008315020240843296,
-0.0055657848715782166,
0.027579190209507942,
-0.014300729148089886,
0.0340258814394474,
-0.07265318930149078,
0.0005203406326472759,
0.00027446364401839674,
-0.008009534329175949,
0.010865878313779831,
0.057353898882865906,
0.023263897746801376,
0.0004882910870946944,
-0.02495053969323635,
0.02034010738134384,
-0.038007449358701706,
-0.0008892069454304874,
0.009462717920541763,
-0.0024587560910731554,
-0.0005006204592064023,
0.005256234668195248,
0.04107820242643356,
0.015814218670129776,
0.010693666525185108,
-0.01334106270223856,
-0.008071702904999256,
-0.007293994538486004,
-0.004464920610189438,
0.004773613065481186,
0.045985423028469086,
-0.0012325809802860022,
0.0002989182248711586,
-0.025669898837804794,
-0.0014181755250319839,
0.0030597990844398737,
-0.0003756955557037145,
-0.018717050552368164,
-0.037885963916778564,
0.004590948112308979,
-0.0005954686203040183,
-0.0039657484740018845,
-0.03263431042432785,
0.012965370900928974,
-0.030451877042651176,
-0.002594358054921031,
0.008464230224490166,
-0.0025181567762047052,
-0.023755939677357674,
0.00658028619363904,
-0.007207807619124651,
-0.0269265566021204,
0.026850618422031403,
-0.007926852442324162,
-0.004324604757130146,
0.03707980364561081,
-0.01088591106235981,
-0.02712816186249256,
-0.0007386765792034566,
0.006347195245325565,
0.40046873688697815,
0.016607025638222694,
0.016955850645899773,
0.01234116218984127,
0.0005843460094183683,
0.010642826557159424,
-0.02419520542025566,
0.05025471746921539,
-0.0058618756011128426,
0.06522064656019211,
-0.010114064440131187,
-0.013962678611278534,
-0.013270125724375248,
0.0013400044990703464,
-0.01628372259438038,
0.008741913363337517,
0.011423790827393532,
-0.08429938554763794,
-0.004576876759529114,
-0.0161049235612154,
0.0008370132418349385,
-0.016043584793806076,
0.011309933848679066,
-0.008732290007174015,
0.04942184314131737,
0.0021794913336634636,
0.0004719102871604264,
0.002113108057528734,
-0.003347972873598337,
0.012459103018045425,
-0.01324932649731636,
0.03524249419569969,
0.005087290424853563,
-0.01588771864771843,
0.008371918462216854,
0.006957591511309147,
0.028878597542643547,
0.030228374525904655,
0.007864530198276043,
-0.000818266358692199,
0.0012990307295694947,
0.0026545869186520576,
-0.012779089622199535,
-0.017787110060453415,
-0.009445395320653915,
0.023551620543003082,
0.00386842992156744,
-0.0031367475166916847,
0.020059922710061073,
0.007440090179443359,
0.004453093279153109,
0.0020560023840516806,
-0.07567159831523895,
-0.022662712261080742,
-0.005876281764358282,
-0.04264606162905693,
0.005541659891605377,
0.02316553145647049,
-0.016447771340608597,
-0.002413480542600155,
0.01771576702594757,
-0.006808438804000616,
0.01219279132783413,
-0.013105330057442188,
-0.02658742666244507,
0.01238944660872221,
-0.07193833589553833,
-0.013291686773300171,
-0.022654583677649498,
0.005396514665335417,
-0.0026795021258294582,
-0.020666496828198433,
0.015782278031110764,
-0.0025243363343179226,
0.014737062156200409,
0.010606911964714527,
-0.008242190815508366,
-0.0007201777771115303,
-0.007487169466912746,
-0.014393084682524204,
-0.010270336642861366,
0.011538458988070488,
-0.01710723154246807,
0.007860518991947174,
-0.0023361826315522194,
0.014098594896495342,
-0.03804261237382889,
0.04970908910036087,
-0.007347141858190298,
-0.0031065221410244703,
0.014221093617379665,
-0.0067262970842421055,
0.0042252494022250175,
-0.008986331522464752,
-0.01354613620787859,
-0.015852177515625954,
0.036609794944524765,
-0.011889910325407982,
0.006318226456642151,
-0.004910217132419348,
-0.013738181442022324,
0.018560048192739487,
-0.02761995978653431,
-0.02148532308638096,
-0.00829705223441124,
0.006181567441672087,
0.0003898901049979031,
-0.015776418149471283,
0.020400751382112503,
-0.010763022117316723,
-0.003735138103365898,
2.1452389773912728e-05,
-0.003942826297134161,
0.005353882908821106,
-0.014981594868004322,
-0.02004445716738701,
-0.1303493231534958,
-0.012107038870453835,
-0.011644786223769188,
0.015379359945654869,
-0.07822098582983017,
0.01821763440966606,
-0.0027866957243531942,
-0.024882014840841293,
-0.0014172171941027045,
-0.025029247626662254,
-0.025930920615792274,
-0.024639718234539032,
0.0018305308185517788,
-0.0035389268305152655,
-0.024745283648371696,
0.001319731818512082,
-0.001221120124682784,
-0.023916566744446754,
0.0011628352804109454,
-0.008582307025790215,
0.004905726760625839,
-0.01189894787967205,
-0.0742548406124115,
-0.0039175464771687984,
0.030577046796679497,
0.04653553292155266,
0.02201278880238533,
0.03699512407183647,
-0.01823952980339527,
-0.016838859766721725,
-0.0007536399061791599,
0.005231495015323162,
-0.011687288992106915,
0.007011920679360628,
-0.007524739019572735,
-0.018269341439008713,
-0.018865257501602173,
-0.015039324760437012,
0.023461267352104187,
-0.011318863369524479,
-0.0009574900032021105,
-0.005704559851437807,
0.023276515305042267,
0.03742220997810364,
-0.027542289346456528,
-0.000278683117358014,
0.011437577195465565,
-0.026682240888476372,
-0.015748634934425354,
-0.002922660205513239,
-0.009368214756250381,
0.022689031437039375,
0.0058359913527965546,
-0.1053447276353836,
0.0011641626479104161,
0.011085637845098972,
0.012815400958061218,
0.04831892251968384,
-0.009877817705273628,
-0.003414689563214779,
-0.0007780337473377585,
-0.021145112812519073,
0.06880861520767212,
0.010848094709217548,
0.011904075741767883,
-0.03992542624473572,
-0.04126809909939766,
-0.022348850965499878,
0.035780664533376694,
0.03322490677237511,
-8.935168443713337e-05,
-0.00813037995249033,
0.0314096100628376,
0.014680670574307442,
-0.007799051236361265,
0.003990605007857084,
-0.031918078660964966,
0.01290076319128275,
0.014303002506494522,
0.005521535407751799,
0.0244961716234684,
0.008743231184780598,
-0.011874305084347725,
-0.030568961054086685
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Chrome, Edge et Explorateur (2)",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T11:11:19.682508"
}
},
"loops": {},
"conditionals": {},
"references": []
}

621
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Chrome, Edge et Explorateur (3).json Normal file
View File

@@ -0,0 +1,621 @@
{
"workflow_id": "Chrome, Edge et Explorateur (3)",
"name": "Chrome, Edge et Explorateur (3)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T12:03:28.406196",
"updated_at": "2026-03-19T12:03:28.406197",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (78 observations)",
"template": {
"window": {
"title_pattern": "Lea - RPA Vision Agent V1",
"title_contains": "Lea - RPA Vision Agent V1",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"12°c",
"c rechercher",
"temps dégagé",
"18/03/2026",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal."
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 78
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 78,
"_prototype_vector": [
-0.01675732247531414,
-0.005990433972328901,
-0.023389818146824837,
0.019621282815933228,
0.00859216321259737,
-0.006516820751130581,
0.008516927249729633,
0.04467855766415596,
0.017152275890111923,
0.008006703108549118,
0.04660392180085182,
-0.006951400078833103,
-0.045059945434331894,
0.00955066829919815,
-0.0037917911540716887,
0.002430369146168232,
0.004685206804424524,
-0.010366605594754219,
0.02417333982884884,
0.02301805652678013,
0.041477493941783905,
0.02091939002275467,
0.00020542308629956096,
0.007734805811196566,
-0.0059728180058300495,
0.00989159569144249,
0.0024322590325027704,
-0.011832410469651222,
-0.025065332651138306,
-0.0058194673620164394,
0.0050981310196220875,
0.006785870064049959,
-0.03136715665459633,
-0.0030968892388045788,
0.019657664000988007,
0.013293435797095299,
-0.02496851421892643,
0.0020769587717950344,
-0.013227615505456924,
-0.12806563079357147,
-0.015757206827402115,
-0.02940652146935463,
0.006368458736687899,
0.0003403171431273222,
0.0095682917162776,
0.019120855256915092,
-0.016085632145404816,
-0.00836288183927536,
0.0073989867232739925,
0.011274493299424648,
0.007966168224811554,
0.0014014416374266148,
0.01565977744758129,
0.008766026236116886,
-0.010811836458742619,
0.006387871224433184,
0.007194977253675461,
-0.010663063265383244,
0.014097141101956367,
0.023980427533388138,
-0.013422145508229733,
-0.015055859461426735,
-0.0008323792717419565,
-0.009520829655230045,
-0.009086101315915585,
-0.010822337120771408,
-0.022943954914808273,
-0.04572262987494469,
-0.012426184490323067,
0.0013845473295077682,
0.022398730739951134,
-0.008077839389443398,
0.021390976384282112,
-0.023521216586232185,
0.006584874354302883,
-0.025476744398474693,
-0.007613775786012411,
0.021510805934667587,
0.007526308298110962,
-0.0025689529720693827,
-0.006566538475453854,
0.004116626922041178,
-0.0011924819555133581,
0.017064688727259636,
0.033192671835422516,
0.02183927595615387,
0.0408024825155735,
-0.01843150332570076,
-0.005619108211249113,
-0.015115171670913696,
0.013467236422002316,
0.030603164806962013,
-0.5991904735565186,
-0.05279533192515373,
-0.011958758346736431,
-0.0011766692623496056,
-0.022707199677824974,
0.019350498914718628,
-0.006437701638787985,
-0.03398281708359718,
-0.005302027799189091,
-0.015581972897052765,
-0.02779044583439827,
0.0018752689938992262,
0.019131960347294807,
0.03800502419471741,
-0.1866799145936966,
-0.005619251634925604,
-0.01343480683863163,
0.007529142778366804,
0.009346205741167068,
-0.026628561317920685,
-0.0011201489251106977,
0.0124353663995862,
0.010036971420049667,
-0.034316759556531906,
0.004223233088850975,
0.002386867068707943,
-0.00992774311453104,
-0.0032412512227892876,
-0.005895323120057583,
0.009456899017095566,
-0.017144925892353058,
-0.019356414675712585,
0.0008614804828539491,
-0.004003413487225771,
0.013113128952682018,
-0.03157152980566025,
0.0003108896198682487,
-0.006312770303338766,
0.017923975363373756,
-0.04605211317539215,
-0.002457128604874015,
0.4007219672203064,
-0.0022358018904924393,
0.009654967114329338,
-0.023057347163558006,
-0.026423044502735138,
0.02545023523271084,
0.0003762928245123476,
0.002922910964116454,
0.012427409179508686,
0.013981098309159279,
-0.020236413925886154,
-0.0011536068050190806,
9.034452523337677e-05,
0.006709456443786621,
0.08054808527231216,
0.01491191890090704,
-0.0006508054211735725,
-0.010191808454692364,
-0.013994976878166199,
-0.00895616877824068,
-0.00953738484531641,
-0.022157765924930573,
-0.03035348281264305,
0.029789213091135025,
0.01585608720779419,
0.012226331979036331,
0.006146313156932592,
0.03123500570654869,
0.002715839073061943,
0.019026558846235275,
0.028185632079839706,
0.008487306535243988,
-0.01653503254055977,
0.033088743686676025,
0.023658227175474167,
-0.006582929287105799,
-0.0011015956988558173,
-0.01148445438593626,
-0.00933003704994917,
-0.01033991202712059,
0.0012227538973093033,
0.011848625726997852,
-0.017058061435818672,
0.06093452125787735,
-0.007609599269926548,
0.10214991867542267,
-0.0455985926091671,
0.0074071260169148445,
-0.0032664418686181307,
-0.008435412310063839,
0.021936319768428802,
0.00021625537192448974,
0.0007885217200964689,
-0.004446124192327261,
-0.011591104790568352,
-0.00460593868046999,
-0.0013663247227668762,
-0.019122470170259476,
-0.009859100915491581,
-0.03297736123204231,
-0.039464373141527176,
0.003704073140397668,
0.008782340213656425,
-0.011247517541050911,
0.003649538615718484,
0.009905539453029633,
-0.0023121365811675787,
0.003670190693810582,
-0.0007002213387750089,
-0.011181499809026718,
0.008890143595635891,
0.020528040826320648,
0.009911867789924145,
-0.0035305111669003963,
2.6030449589597993e-05,
-0.0213268231600523,
0.03150559589266777,
-0.06071052700281143,
-0.03719204664230347,
0.021379148587584496,
-0.033252377063035965,
-0.014683132991194725,
0.008246713317930698,
-0.0007602125988341868,
-0.006108047440648079,
0.075694739818573,
0.004970774985849857,
0.012123198248445988,
-0.024048035964369774,
0.0045288628898561,
0.008363993838429451,
0.0309818796813488,
0.020872604101896286,
0.03266522288322449,
0.0051744901575148106,
-0.012114324606955051,
-0.008623158559203148,
-0.02974526397883892,
0.032088447362184525,
-0.01595614291727543,
0.01540740579366684,
0.030645182356238365,
-0.03534090518951416,
0.012871776707470417,
-0.033585306257009506,
0.012358779087662697,
-0.007605704944580793,
0.015414918772876263,
0.0038956047501415014,
0.03743422031402588,
-0.025162965059280396,
-0.005066419020295143,
0.04201745241880417,
0.0011411334853619337,
0.019758746027946472,
0.0012411412317305803,
0.0016839152667671442,
-0.008744962513446808,
0.008382276631891727,
-0.0014169419882819057,
-0.008315020240843296,
-0.0055657848715782166,
0.027579190209507942,
-0.014300727285444736,
0.0340258814394474,
-0.07265318930149078,
0.0005203406326472759,
0.00027446364401839674,
-0.008009534329175949,
0.010865878313779831,
0.057353898882865906,
0.023263897746801376,
0.0004882910870946944,
-0.02495053969323635,
0.02034010738134384,
-0.038007449358701706,
-0.0008892069454304874,
0.009462717920541763,
-0.002458756323903799,
-0.0005006203427910805,
0.005256234668195248,
0.04107820242643356,
0.015814218670129776,
0.010693666525185108,
-0.01334106270223856,
-0.008071702904999256,
-0.007293994538486004,
-0.004464920610189438,
0.004773613065481186,
0.045985423028469086,
-0.0012325809802860022,
0.0002989182248711586,
-0.025669898837804794,
-0.0014181755250319839,
0.0030597990844398737,
-0.0003756955557037145,
-0.018717050552368164,
-0.037885963916778564,
0.004590948112308979,
-0.0005954686203040183,
-0.003965748939663172,
-0.03263431042432785,
0.012965370900928974,
-0.030451877042651176,
-0.002594358054921031,
0.008464230224490166,
-0.0025181567762047052,
-0.023755939677357674,
0.00658028619363904,
-0.007207807619124651,
-0.0269265566021204,
0.026850618422031403,
-0.00792685430496931,
-0.004324604757130146,
0.03707980364561081,
-0.01088591106235981,
-0.027128158137202263,
-0.0007386765792034566,
0.006347195245325565,
0.40046873688697815,
0.016607025638222694,
0.016955850645899773,
0.01234116218984127,
0.0005843460094183683,
0.010642826557159424,
-0.02419520542025566,
0.05025471746921539,
-0.0058618756011128426,
0.06522064656019211,
-0.010114064440131187,
-0.013962678611278534,
-0.013270125724375248,
0.0013400044990703464,
-0.01628372259438038,
0.008741913363337517,
0.011423790827393532,
-0.08429938554763794,
-0.004576876759529114,
-0.0161049235612154,
0.0008370132418349385,
-0.016043584793806076,
0.011309933848679066,
-0.008732290007174015,
0.04942184314131737,
0.0021794913336634636,
0.0004719102871604264,
0.002113108057528734,
-0.003347972873598337,
0.012459103018045425,
-0.01324932649731636,
0.03524249419569969,
0.005087290424853563,
-0.01588771864771843,
0.008371919393539429,
0.006957591511309147,
0.028878597542643547,
0.030228374525904655,
0.007864530198276043,
-0.000818266358692199,
0.0012990307295694947,
0.0026545869186520576,
-0.012779089622199535,
-0.017787110060453415,
-0.009445395320653915,
0.023551620543003082,
0.00386842992156744,
-0.0031367475166916847,
0.020059922710061073,
0.007440090179443359,
0.004453093279153109,
0.0020560023840516806,
-0.07567159831523895,
-0.022662712261080742,
-0.005876281764358282,
-0.04264606162905693,
0.005541659891605377,
0.02316553145647049,
-0.016447771340608597,
-0.002413480542600155,
0.01771576702594757,
-0.006808438804000616,
0.01219279132783413,
-0.013105330057442188,
-0.02658742666244507,
0.01238944660872221,
-0.07193833589553833,
-0.013291686773300171,
-0.022654583677649498,
0.005396514665335417,
-0.0026795021258294582,
-0.020666496828198433,
0.015782278031110764,
-0.0025243363343179226,
0.014737062156200409,
0.010606911964714527,
-0.008242190815508366,
-0.0007201777771115303,
-0.007487169466912746,
-0.014393084682524204,
-0.010270336642861366,
0.011538458988070488,
-0.01710723154246807,
0.007860518991947174,
-0.0023361826315522194,
0.014098594896495342,
-0.03804261237382889,
0.04970908910036087,
-0.007347141858190298,
-0.0031065221410244703,
0.014221093617379665,
-0.0067262970842421055,
0.0042252494022250175,
-0.008986331522464752,
-0.01354613620787859,
-0.015852177515625954,
0.036609794944524765,
-0.011889910325407982,
0.006318226456642151,
-0.004910217132419348,
-0.013738181442022324,
0.018560048192739487,
-0.02761995978653431,
-0.02148532308638096,
-0.00829705223441124,
0.006181567441672087,
0.0003898901049979031,
-0.015776418149471283,
0.020400751382112503,
-0.010763022117316723,
-0.003735138103365898,
2.1452389773912728e-05,
-0.003942826297134161,
0.005353882908821106,
-0.014981594868004322,
-0.02004445716738701,
-0.1303493231534958,
-0.012107038870453835,
-0.011644786223769188,
0.015379359945654869,
-0.07822098582983017,
0.01821763440966606,
-0.0027866957243531942,
-0.024882014840841293,
-0.0014172171941027045,
-0.025029247626662254,
-0.025930922478437424,
-0.024639718234539032,
0.0018305308185517788,
-0.0035389268305152655,
-0.024745283648371696,
0.001319731818512082,
-0.001221120124682784,
-0.023916566744446754,
0.0011628353968262672,
-0.008582307025790215,
0.004905726760625839,
-0.01189894787967205,
-0.0742548406124115,
-0.0039175464771687984,
0.030577046796679497,
0.04653553292155266,
0.02201278880238533,
0.03699512407183647,
-0.01823952980339527,
-0.016838859766721725,
-0.0007536399061791599,
0.005231495015323162,
-0.011687288992106915,
0.007011920679360628,
-0.007524739019572735,
-0.018269341439008713,
-0.018865257501602173,
-0.015039324760437012,
0.023461267352104187,
-0.011318863369524479,
-0.0009574900032021105,
-0.005704559851437807,
0.023276515305042267,
0.03742220997810364,
-0.027542289346456528,
-0.0002786834957078099,
0.011437577195465565,
-0.026682240888476372,
-0.015748634934425354,
-0.002922660205513239,
-0.009368214756250381,
0.022689031437039375,
0.0058359913527965546,
-0.1053447276353836,
0.0011641626479104161,
0.011085637845098972,
0.012815400958061218,
0.04831892251968384,
-0.009877817705273628,
-0.003414689563214779,
-0.0007780337473377585,
-0.021145112812519073,
0.06880861520767212,
0.010848094709217548,
0.011904075741767883,
-0.039925433695316315,
-0.04126809909939766,
-0.022348850965499878,
0.035780664533376694,
0.03322490677237511,
-8.935168443713337e-05,
-0.00813037995249033,
0.0314096100628376,
0.014680670574307442,
-0.007799051236361265,
0.003990605007857084,
-0.031918078660964966,
0.012900762259960175,
0.014303002506494522,
0.005521535407751799,
0.0244961716234684,
0.008743231184780598,
-0.011874305084347725,
-0.030568961054086685
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Chrome, Edge et Explorateur (3)",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T12:03:28.406718"
}
},
"loops": {},
"conditionals": {},
"references": []
}

6774
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Chrome, Edge et Explorateur (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

9690
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Chrome, Edge et Explorateur (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

621
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Chrome, Edge et Explorateur.json Normal file
View File

@@ -0,0 +1,621 @@
{
"workflow_id": "Chrome, Edge et Explorateur",
"name": "Chrome, Edge et Explorateur",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T04:01:11.887677",
"updated_at": "2026-03-19T04:01:11.887678",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (84 observations)",
"template": {
"window": {
"title_pattern": "Lea - RPA Vision Agent V1",
"title_contains": "Lea - RPA Vision Agent V1",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"12°c",
"c rechercher",
"temps dégagé",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"18/03/2026"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 84
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 84,
"_prototype_vector": [
-0.018414348363876343,
-0.0035160596016794443,
-0.027233706787228584,
0.02250814624130726,
0.01411894429475069,
-0.006449473090469837,
0.00810862798243761,
0.0635230764746666,
0.016772158443927765,
0.013710947707295418,
0.04300256446003914,
-0.0028721331618726254,
-0.052181344479322433,
0.010951121337711811,
-0.003487591864541173,
0.006132230628281832,
-0.0007669361657463014,
-0.008767089806497097,
0.029469873756170273,
0.02133270911872387,
0.0378071591258049,
0.019159963354468346,
-0.0020756174344569445,
0.0013826945796608925,
0.0021065750624984503,
0.0041620624251663685,
-0.004319627769291401,
-0.013804850168526173,
-0.025387361645698547,
0.00015578564489260316,
0.0033255256712436676,
0.0038190470077097416,
-0.02466229908168316,
0.003573085181415081,
0.028386205434799194,
0.014254147186875343,
-0.018196776509284973,
-0.0015052802627906203,
-0.02039135992527008,
-0.13424304127693176,
-0.011972196400165558,
-0.028584318235516548,
0.005815593525767326,
-0.008507323451340199,
0.010111565701663494,
0.02537725493311882,
-0.01759045384824276,
-0.009889311157166958,
0.007604111917316914,
0.010302831418812275,
0.007219040300697088,
0.010007023811340332,
0.019142616540193558,
0.0007312052184715867,
-0.012370403856039047,
0.014292005449533463,
0.008488370105624199,
-0.011908112093806267,
0.015615981072187424,
0.027566013857722282,
-0.020901434123516083,
-0.009869998320937157,
-0.012598255649209023,
-0.009194779209792614,
-0.009594441391527653,
-0.014708996750414371,
-0.021102746948599815,
-0.04636118561029434,
-0.010426665656268597,
0.0026983730494976044,
0.027222469449043274,
-0.007154579274356365,
0.025342995300889015,
-0.018390007317066193,
0.006414033472537994,
-0.0287870392203331,
-0.005551838781684637,
0.02307410165667534,
0.01310070138424635,
-0.0009688092977739871,
-0.002707362174987793,
0.004168158397078514,
0.0017908954760059714,
0.011548787355422974,
0.038790013641119,
0.0220012404024601,
0.04225579649209976,
-0.018617749214172363,
-0.010183658450841904,
-0.013755960389971733,
0.01730329357087612,
0.02973240427672863,
-0.6314802765846252,
-0.0589260496199131,
-0.010242042131721973,
-0.006002454552799463,
-0.02356024645268917,
0.012687498703598976,
-0.006687623914331198,
-0.04005420580506325,
-0.005376914050430059,
-0.015277799218893051,
-0.02710326947271824,
-0.0007622941629961133,
0.018504546955227852,
0.045426301658153534,
-0.19921521842479706,
-0.0044405353255569935,
-0.015373490750789642,
0.013073157519102097,
0.004585226997733116,
-0.024227166548371315,
-0.005506429355591536,
0.0023506437428295612,
0.010352293029427528,
-0.03284894675016403,
0.005712808575481176,
-0.0007464548689313233,
-0.009966221638023853,
-0.002377257915213704,
-0.0034520579501986504,
0.009419329464435577,
-0.015160984359681606,
-0.015207850374281406,
0.0007879221229813993,
-0.0034974603913724422,
0.01453900896012783,
-0.031010795384645462,
-0.0004666663007810712,
-0.014422646723687649,
0.01742115244269371,
-0.05103432759642601,
0.0010942671215161681,
0.3498721420764923,
-0.0016943917144089937,
0.010046282783150673,
-0.022978337481617928,
-0.02722078561782837,
0.02661208249628544,
0.001169473398476839,
-0.00035650288918986917,
0.009992110542953014,
0.016102313995361328,
-0.019115712493658066,
-0.0004368013178464025,
-0.0014928837772458792,
0.009875333867967129,
0.0872252956032753,
0.014189374633133411,
0.0028071312699466944,
-0.0052664754912257195,
-0.018205003812909126,
-0.004782123025506735,
-0.005454653408378363,
-0.02419205568730831,
-0.03009459190070629,
0.0321943499147892,
0.012987077236175537,
0.008398630656301975,
0.007523231208324432,
0.03641858696937561,
-0.004307416267693043,
0.014029918238520622,
0.027466094121336937,
0.0016635096399113536,
-0.006921960972249508,
0.040729377418756485,
0.03561043739318848,
-0.01220257394015789,
0.0018005006713792682,
-0.01107823196798563,
-0.007150304038077593,
-0.01068592444062233,
-0.002781664952635765,
0.009367016144096851,
-0.023778824135661125,
0.07144027948379517,
-0.012510345317423344,
0.1028730720281601,
-0.050418514758348465,
0.000657837837934494,
-0.013490229845046997,
-0.007792573422193527,
0.028225503861904144,
-0.0013962088851258159,
-0.0011300427140668035,
-0.004689002875238657,
-0.014470625668764114,
-0.0064210426062345505,
-0.0015013491502031684,
-0.02269582264125347,
-0.005906852427870035,
-0.03592725470662117,
-0.03706996887922287,
0.009305217303335667,
0.011903056874871254,
-0.008827660232782364,
0.004021932836622,
0.00894088577479124,
-0.0010111831361427903,
0.0069444566033780575,
0.0011865616543218493,
-0.015176679007709026,
0.005683166906237602,
0.023236988112330437,
0.01194046437740326,
0.002340557286515832,
-5.022811092203483e-05,
-0.025690702721476555,
0.029865633696317673,
-0.06915785372257233,
-0.03870350122451782,
0.020098885521292686,
-0.03548775613307953,
-0.015747737139463425,
0.0011980176204815507,
-0.005513876676559448,
-0.00898398831486702,
0.0797155573964119,
0.0091457674279809,
0.011190804652869701,
-0.018892478197813034,
0.005653833970427513,
0.006490818224847317,
0.034103281795978546,
0.02449779212474823,
0.03401600196957588,
0.0063994042575359344,
-0.016911441460251808,
-0.008601602166891098,
-0.02648107334971428,
0.03731685131788254,
-0.022504562512040138,
0.019273722544312477,
0.03467272222042084,
-0.0440470390021801,
0.011175657622516155,
-0.04008910059928894,
0.01167729776352644,
-0.004998523276299238,
0.019005494192242622,
0.004170769825577736,
0.04347517713904381,
-0.023592054843902588,
-0.0010265668388456106,
0.04664193466305733,
-0.0010250555351376534,
0.02869674190878868,
0.0036459609400480986,
0.0006138609605841339,
-0.012873033992946148,
0.01389886625111103,
-0.007580212317407131,
-0.016197342425584793,
-0.00620785029605031,
0.02440689131617546,
-0.017464453354477882,
0.03732291981577873,
-0.0722903311252594,
-0.005453148391097784,
0.0011829662835225463,
-0.004586084745824337,
0.009315731935203075,
0.0734529048204422,
0.02438061311841011,
0.0010261767311021686,
-0.029500169679522514,
0.021058494225144386,
-0.04311690479516983,
-0.00023909467563498765,
0.007777756080031395,
-0.004144162405282259,
0.0013883691281080246,
0.0037743926513940096,
0.03704205900430679,
0.014283906668424606,
0.005272848065942526,
-0.016079477965831757,
-0.009569378569722176,
-0.006872761994600296,
-0.005363358650356531,
0.006486875005066395,
0.04854334890842438,
0.0036516329273581505,
0.000501347123645246,
-0.024448389187455177,
-0.006947850342839956,
-0.0008630402735434473,
-0.00239200284704566,
-0.01534213125705719,
-0.03256644308567047,
0.00920623168349266,
0.001225380226969719,
-0.006383395288139582,
-0.031190238893032074,
0.012066713534295559,
-0.0321112722158432,
-0.001634805928915739,
0.010072292760014534,
0.002311163581907749,
-0.022922111675143242,
0.0034908924717456102,
-0.0067322286777198315,
-0.0332462415099144,
0.023581039160490036,
-0.005261364858597517,
-0.007258853875100613,
0.04246531054377556,
-0.01128963753581047,
-0.029826650395989418,
0.0035446768160909414,
0.010431712493300438,
0.3496339023113251,
0.01248452253639698,
0.020709151402115822,
0.01350044459104538,
0.006161137018352747,
0.01541901659220457,
-0.025260115042328835,
0.0553017258644104,
-0.008875397965312004,
0.0662764385342598,
-0.01364863757044077,
-0.019088972359895706,
-0.019362561404705048,
0.005767669528722763,
-0.011275935918092728,
0.008377674967050552,
0.016169104725122452,
-0.06707116216421127,
-0.0017363961087539792,
-0.018338261172175407,
5.4722728236811236e-05,
-0.020318474620580673,
0.013592078350484371,
-0.008968988433480263,
0.04633349925279617,
0.006738688796758652,
0.0019180126255378127,
0.011358839459717274,
-0.003272128291428089,
0.006903183646500111,
-0.013741579838097095,
0.04050082713365555,
0.002590149873867631,
-0.015264487825334072,
0.006694869138300419,
0.0054190512746572495,
0.02934538945555687,
0.030855001881718636,
0.010222750715911388,
0.004990285262465477,
0.0007680613198317587,
-0.0034840572625398636,
-0.013518036343157291,
-0.012717456556856632,
-0.012193829752504826,
0.022960787639021873,
0.005954076070338488,
-0.002288521733134985,
0.025066204369068146,
0.011064235121011734,
0.006654000841081142,
0.0013060433557257056,
-0.08245472609996796,
-0.028029590845108032,
-0.004658229183405638,
-0.03991095349192619,
0.0017274671699851751,
0.023792145773768425,
-0.01016143336892128,
-0.0014882112154737115,
0.018921812996268272,
-0.010129125788807869,
0.009411050006747246,
-0.01237733568996191,
-0.02895113080739975,
0.009992565028369427,
-0.07916747778654099,
-0.013558450154960155,
-0.024943958967924118,
0.007130277343094349,
-0.004889091942459345,
-0.021792463958263397,
0.018195636570453644,
-0.005291115026921034,
0.0166354700922966,
0.01484605111181736,
-0.0038700690492987633,
-0.001033614855259657,
-0.00032104557612910867,
-0.018630485981702805,
-0.01134992390871048,
0.011415827088057995,
-0.021018613129854202,
0.008133329451084137,
0.0024398104287683964,
0.013561545871198177,
-0.0402703732252121,
0.04869299381971359,
-0.005886545404791832,
-0.005541159771382809,
0.01313064806163311,
-0.008858664892613888,
0.004180843010544777,
-0.00933495257049799,
-0.0142007851973176,
-0.01606537029147148,
0.04305205121636391,
-0.011680522002279758,
0.00023421393416356295,
-0.007868275046348572,
-0.018814662471413612,
0.01856178231537342,
-0.020530804991722107,
-0.017186200246214867,
-0.0018594161374494433,
0.015542258508503437,
-0.000656665419228375,
-0.018858781084418297,
0.01094905287027359,
-0.009046223945915699,
-0.010978718288242817,
0.004587628412991762,
-0.003617154434323311,
0.002358760219067335,
-0.009417599067091942,
-0.02692338265478611,
-0.13790836930274963,
-0.0072735389694571495,
-0.006719519849866629,
0.021636132150888443,
-0.08185631781816483,
0.018182430416345596,
-0.009826687164604664,
-0.03403696417808533,
0.004119600169360638,
-0.017357371747493744,
-0.02413332462310791,
-0.020298711955547333,
-0.00022882183839101344,
0.002464649500325322,
-0.02136043645441532,
0.002744726836681366,
0.00014180321886669844,
-0.028494469821453094,
0.0020586855243891478,
-0.004064643289893866,
0.003958595916628838,
-0.012140125967562199,
-0.08154476433992386,
0.00023547503224108368,
0.03223037347197533,
0.04715860262513161,
0.02078358456492424,
0.04191998019814491,
-0.01440953928977251,
-0.014280874282121658,
-0.001307018450461328,
0.0036283249501138926,
-0.012320516631007195,
0.008151419460773468,
-0.00030992095707915723,
-0.01448790729045868,
-0.02144256979227066,
-0.011732639744877815,
0.019936660304665565,
-0.008313438855111599,
-0.005290559958666563,
-0.009804920293390751,
0.018410110846161842,
0.03395266458392143,
-0.02955227717757225,
-0.008501855656504631,
0.008212336339056492,
-0.035391271114349365,
-0.018927473574876785,
-0.0020946001168340445,
-0.009913626126945019,
0.016836317256093025,
0.004168136045336723,
-0.10379961133003235,
0.004658184014260769,
0.007882466539740562,
0.010156471282243729,
0.04759882390499115,
-0.004561527632176876,
0.0020545648876577616,
-0.0024825038854032755,
-0.016419531777501106,
0.07045601308345795,
0.01308390498161316,
0.017401013523340225,
-0.04691658914089203,
-0.04097197949886322,
-0.0222140122205019,
0.03557129204273224,
0.0322628989815712,
-0.00018250175344292074,
-0.009061278775334358,
0.03469458222389221,
0.015287251211702824,
-0.004647007677704096,
0.003431551856920123,
-0.036917489022016525,
0.01868283376097679,
0.015006743371486664,
0.007255569566041231,
0.031792908906936646,
0.0044622235000133514,
-0.016128109768033028,
-0.033370599150657654
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Chrome, Edge et Explorateur",
"overall_score": 0.9806201550387597,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T04:01:11.888573"
}
},
"loops": {},
"conditionals": {},
"references": []
}

110754
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Voiceaccess, Chrome et Edge (2).json Normal file
View File

File diff suppressed because it is too large Load Diff

107234
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Voiceaccess, Chrome et Edge (3).json Normal file
View File

File diff suppressed because it is too large Load Diff

102454
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Voiceaccess, Chrome et Edge (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

102456
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Voiceaccess, Chrome et Edge (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

10176
data/training/live_sessions/workflows/DESKTOP-58D5CAC_windows/Voiceaccess, Chrome et Edge.json Normal file
View File

File diff suppressed because it is too large Load Diff

632
data/training/live_sessions/workflows/Multi_Notepad_Explorer_Searchhost.json Normal file
View File

@@ -0,0 +1,632 @@
{
"workflow_id": "Multi_Notepad_Explorer_Searchhost",
"name": "Multi_Notepad_Explorer_Searchhost",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-17T13:28:14.788838",
"updated_at": "2026-03-17T13:28:14.788839",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (12 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"x +",
"cepc > os(c:) > rpa_vision >",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"nom",
"modifié le",
"type"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [
"search_field",
"primary_action",
"navigation",
"form_input",
"settings"
],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 12
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 12,
"_prototype_vector": [
-0.02061985246837139,
-0.0013993099564686418,
-0.024340255185961723,
0.008957186713814735,
0.00231233611702919,
-0.005632273852825165,
0.019471364095807076,
0.044457413256168365,
-0.004651130177080631,
0.02024766616523266,
0.040669120848178864,
-0.015268227085471153,
-0.03996967896819115,
0.00860907044261694,
0.008700036443769932,
-0.000913602823857218,
0.012102928943932056,
0.010225805453956127,
0.016036130487918854,
0.020229561254382133,
0.058960288763046265,
0.00863454770296812,
0.016485881060361862,
0.014980651438236237,
-0.014345443807542324,
0.0038802591152489185,
0.00523979589343071,
-0.008271847851574421,
-0.03139990568161011,
-0.017062785103917122,
-0.003539656987413764,
0.0015426208265125751,
-0.0513480119407177,
0.027434680610895157,
0.012642120942473412,
0.012477710843086243,
-0.023794962093234062,
-0.007989606820046902,
-0.023639792576432228,
-0.09928440302610397,
-0.0040953815914690495,
-0.02912534959614277,
0.02275644801557064,
-0.010496285744011402,
0.014376871287822723,
0.014243087731301785,
-0.02356858365237713,
-0.008106778375804424,
0.004434079863131046,
-3.0752453312743455e-05,
0.013618264347314835,
-0.0005157915293239057,
0.004780767485499382,
0.006852504797279835,
-0.012340632267296314,
0.003543892176821828,
-0.00010638505045790225,
-0.004281159956008196,
0.007967852056026459,
0.02357158437371254,
-0.01566680334508419,
-0.0071541257202625275,
-0.008577688597142696,
8.901156252250075e-05,
-0.007138754706829786,
-0.015571395866572857,
-0.028364790603518486,
-0.05774686485528946,
-0.012860218994319439,
-0.024260109290480614,
0.030377594754099846,
-0.01950518973171711,
0.015361866913735867,
-0.015889113768935204,
0.004613576456904411,
-0.032207176089286804,
-0.003055016975849867,
0.021502109244465828,
-0.0027753442991524935,
0.005492066964507103,
-0.01816556788980961,
-0.008364002220332623,
0.004537539556622505,
0.0038554647471755743,
0.028541143983602524,
0.03215651959180832,
0.055189814418554306,
-0.029020680114626884,
-0.017711082473397255,
-0.02309606224298477,
0.026788797229528427,
0.029075412079691887,
-0.5729192495346069,
-0.06455066800117493,
0.00799641851335764,
-0.006169479805976152,
-0.01975519396364689,
0.01622006855905056,
0.0057521662674844265,
-0.05000579357147217,
-0.004180161282420158,
-0.008332296274602413,
-0.019706903025507927,
0.007793400902301073,
0.023768765851855278,
0.04431408643722534,
-0.2104606330394745,
-0.0018554931739345193,
-0.012383616529405117,
0.00959620252251625,
-0.005007474683225155,
-0.004712896887212992,
-0.0037371469661593437,
0.0014585235621780157,
0.014597014524042606,
-0.03106994926929474,
-0.00339714577421546,
0.013111910782754421,
-0.013472852297127247,
-0.010223595425486565,
-0.002432068344205618,
0.00834400113672018,
-0.008172225207090378,
-0.004180147312581539,
-0.004566262010484934,
-0.00631240988150239,
0.01483923476189375,
-0.029704207554459572,
0.011453045532107353,
-0.017668716609477997,
-0.0007523075328208506,
-0.04901238530874252,
0.0020158777479082346,
0.3877369463443756,
0.0001277996925637126,
0.01310278382152319,
-0.016416991129517555,
-0.007616058457642794,
0.03006012551486492,
-0.0033853938803076744,
-0.01689901389181614,
0.006246184930205345,
0.009075003676116467,
-0.012133162468671799,
-0.0029064840637147427,
0.007487380411475897,
0.0010839855531230569,
0.08182018250226974,
-0.006009065546095371,
0.00398137466982007,
-0.010458801873028278,
-0.017386648803949356,
-0.013058203272521496,
-0.007860742509365082,
-0.031733375042676926,
-0.036552295088768005,
0.04506877064704895,
0.022657394409179688,
0.014991103671491146,
0.007891151122748852,
0.035167161375284195,
0.004788000136613846,
0.02117074467241764,
0.014633550308644772,
0.007494456600397825,
-0.0054578762501478195,
0.021523650735616684,
0.03778229281306267,
0.003214312717318535,
-0.012828284874558449,
0.00905006006360054,
-0.015111926011741161,
-0.010788599960505962,
-0.0018768885638564825,
0.024593215435743332,
-0.0012765119317919016,
0.061804499477148056,
-0.0033255014568567276,
0.07776163518428802,
-0.04277365282177925,
-0.003092831699177623,
-0.0063658650033175945,
-0.017898235470056534,
0.020147744566202164,
0.00601767934858799,
-0.0070649911649525166,
0.0014009313890710473,
-0.014464386738836765,
-0.005129998084157705,
-0.01978505402803421,
-0.0156302098184824,
-0.0319143608212471,
-0.02287609688937664,
-0.02544458769261837,
0.007519894279539585,
0.014958268031477928,
0.0007584135746583343,
-0.005036682356148958,
-8.011839963728562e-05,
-0.00318331690505147,
0.028619181364774704,
7.289226778084412e-05,
-0.017391161993145943,
0.0021319487132132053,
0.018483299762010574,
0.012333540245890617,
0.004447978921234608,
-0.003387673059478402,
-0.018667662516236305,
0.022519290447235107,
-0.0562124066054821,
-0.04457937926054001,
0.0028453872073441744,
-0.020062623545527458,
-0.0067140753380954266,
-0.016507122665643692,
-0.006918400526046753,
-0.0030096140690147877,
0.07789523154497147,
-0.013929721899330616,
0.005428317002952099,
-0.03217938914895058,
-0.005874333903193474,
0.011966590769588947,
0.02227478101849556,
0.01446766871958971,
0.026042072102427483,
-0.0008506138692609966,
-0.002791664097458124,
0.014309246093034744,
0.006118508987128735,
0.018200231716036797,
-0.012169375084340572,
0.03112160973250866,
0.03248162195086479,
-0.018622642382979393,
0.009130989201366901,
-0.025735842064023018,
0.010823659598827362,
-0.014673072844743729,
0.02139575220644474,
-0.0005427052383311093,
0.031398966908454895,
-0.027693646028637886,
-0.01883549429476261,
0.046423446387052536,
0.007294795010238886,
0.02771221660077572,
-0.0067700170911848545,
-0.0037622919771820307,
-0.01557412464171648,
0.015091636218130589,
-0.007300873752683401,
-0.00955941155552864,
-0.004023950546979904,
0.019025733694434166,
-0.014916003681719303,
0.04213926941156387,
-0.05928310379385948,
0.0001622306153876707,
0.008909636177122593,
-0.009110496379435062,
0.010668951086699963,
0.04392220079898834,
0.04711201414465904,
0.013715380802750587,
-0.03375134989619255,
0.02243083529174328,
-0.04630685970187187,
-0.011158988811075687,
0.012805928476154804,
-0.02354704588651657,
-0.009308102540671825,
0.01226967666298151,
0.031013932079076767,
0.0277500431984663,
0.017327604815363884,
0.002776817884296179,
-0.019120166078209877,
-0.00022421263565775007,
0.00843026116490364,
0.0006822944269515574,
0.04802897945046425,
-0.021027814596891403,
-0.009877496398985386,
-0.029053641483187675,
-0.002117860596626997,
-0.009906185790896416,
0.007573271635919809,
-0.02357286773622036,
-0.041717272251844406,
0.005656120367348194,
-0.008630204945802689,
-0.004662997554987669,
-0.02047835662961006,
0.008613970130681992,
-0.028281332924962044,
-0.00411242013797164,
0.0015518455766141415,
-0.008619891479611397,
-0.009271195158362389,
0.007033898960798979,
-0.009567100554704666,
-0.04148728772997856,
0.03187270835042,
0.0026443933602422476,
-0.001615004031918943,
0.043057773262262344,
-0.004628215916454792,
-0.021280335262417793,
0.013749254867434502,
0.01365609746426344,
0.3873027265071869,
0.03623516857624054,
0.006160022225230932,
0.006314361933618784,
-0.00758692342787981,
0.02645791880786419,
-0.006895372644066811,
0.05345235764980316,
-0.01113680750131607,
0.09914407879114151,
-0.002598012797534466,
-0.018647193908691406,
-0.013929815962910652,
-0.007414574734866619,
-0.0381351001560688,
0.02701319195330143,
0.02135988138616085,
-0.09636880457401276,
0.0005483604036271572,
-0.017305035144090652,
-0.007292788475751877,
-0.016073303297162056,
-0.0022732201032340527,
0.0046227118000388145,
0.04913237318396568,
-0.007919627241790295,
-0.009811199270188808,
0.024481365457177162,
0.005701665300875902,
-0.007179169449955225,
-0.024322649464011192,
0.03743921220302582,
-0.005571308080106974,
-0.016831425949931145,
0.00641348771750927,
0.011517281644046307,
0.04127224162220955,
0.011955324560403824,
-0.0077858190052211285,
0.01393077988177538,
-0.0008309807744808495,
-0.00012806137965526432,
-0.005459262523800135,
-0.008248287253081799,
-0.012861241586506367,
0.009578629396855831,
0.019611215218901634,
0.002130453707650304,
0.024815864861011505,
0.02537432685494423,
-0.002194586442783475,
0.022142132744193077,
-0.06539345532655716,
-0.026247475296258926,
0.010296949185431004,
-0.03845369070768356,
0.0011909122113138437,
0.015447712503373623,
-0.027916138991713524,
0.002218256937339902,
0.02221548557281494,
-0.012626813724637032,
-0.0033374314662069082,
-0.01567612774670124,
-0.012485713697969913,
0.023110585287213326,
-0.07309164106845856,
-0.011885656975209713,
-0.03046458400785923,
0.012317118234932423,
0.01700947806239128,
-0.022349346429109573,
0.030757158994674683,
-0.003006693907082081,
0.01795034296810627,
-0.0049432613886892796,
-0.008187651634216309,
0.004512290935963392,
-0.006966706365346909,
-0.009705671109259129,
-0.020585380494594574,
0.022022385150194168,
-0.0065480987541377544,
0.0077693578787148,
0.006850996520370245,
-0.006563763599842787,
-0.04660725221037865,
0.0576656274497509,
-0.003848403925076127,
-0.018037108704447746,
0.020861564204096794,
-0.01267251931130886,
0.007071295753121376,
-0.008068249560892582,
-0.011283567175269127,
-0.015159981325268745,
0.04270528629422188,
-0.021640628576278687,
0.013636145740747452,
-0.030504610389471054,
-0.022891920059919357,
0.02867816388607025,
-0.035086460411548615,
-0.023431306704878807,
-0.0017560789128765464,
0.012620442546904087,
-0.004882693290710449,
-0.01546728890389204,
0.01747792400419712,
-0.016820404678583145,
-0.0029718142468482256,
0.009117844514548779,
-0.01583229936659336,
0.0012244549579918385,
-0.0047662765718996525,
-0.03246413543820381,
-0.16458851099014282,
-0.015693487599492073,
-0.03466372191905975,
0.009259633719921112,
-0.05583403632044792,
0.012132873758673668,
-0.0047263456508517265,
-0.03394397348165512,
-0.0026974112261086702,
-0.026266885921359062,
-0.017659354954957962,
-0.02368081547319889,
-0.0022821910679340363,
-0.013191930018365383,
-0.014867090620100498,
0.004821099806576967,
0.0018199110636487603,
-0.010373295284807682,
0.009065710939466953,
-0.007853394374251366,
-0.007588671520352364,
-0.004983628634363413,
-0.08490177989006042,
0.013417254202067852,
0.045520756393671036,
0.02643544226884842,
0.017562637105584145,
0.05017874389886856,
-0.024269668385386467,
-0.035215601325035095,
-0.009552238509058952,
-0.006076289340853691,
0.0027004648000001907,
0.008905760943889618,
-0.010181065648794174,
0.004266043659299612,
-0.007980961352586746,
-0.02662023901939392,
0.015578394755721092,
0.0009367559687234461,
-0.012660790234804153,
-0.003336017020046711,
0.018848663195967674,
0.024138787761330605,
-0.0227510929107666,
-9.996780136134475e-05,
0.018522514030337334,
-0.034314703196287155,
-0.020004911348223686,
-0.009008311666548252,
-0.0018393133068457246,
0.0357622392475605,
0.004926626570522785,
-0.1128077581524849,
0.011784982867538929,
-0.00962886679917574,
0.02865022048354149,
0.03799861669540405,
-0.012766118161380291,
-0.0033855552319437265,
0.0005960424314253032,
-0.0286257266998291,
0.06297961622476578,
-0.006508049089461565,
0.02525501325726509,
-0.023478107526898384,
-0.04229452833533287,
-0.013805503025650978,
0.052991833537817,
0.04618099704384804,
-0.00733614107593894,
-0.015672944486141205,
0.0441146157681942,
0.024064194411039352,
-0.003658108413219452,
0.014769143424928188,
-0.023060504347085953,
0.03752325102686882,
0.026502449065446854,
0.0076827420853078365,
0.02344905212521553,
-0.018167173489928246,
-0.00910131260752678,
-0.02866494469344616
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Multi_Notepad_Explorer_Searchhost",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-17T13:28:14.789312"
}
},
"loops": {},
"conditionals": {},
"references": []
}

615
data/training/live_sessions/workflows/Multi_Notepad_Searchhost_Windowsterminal.json Normal file
View File

@@ -0,0 +1,615 @@
{
"workflow_id": "Multi_Notepad_Searchhost_Windowsterminal",
"name": "Multi_Notepad_Searchhost_Windowsterminal",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-16T20:53:17.545145",
"updated_at": "2026-03-16T20:53:17.545149",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (6 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 6
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 6,
"_prototype_vector": [
-0.008264554664492607,
0.013529901392757893,
-0.036682434380054474,
0.006374569609761238,
0.022534266114234924,
-0.006470038089901209,
0.015547881834208965,
0.020530370995402336,
-0.015184832736849785,
0.027289222925901413,
0.013203570619225502,
-0.004587107338011265,
-0.031868815422058105,
-0.0017758711474016309,
-0.0001783557381713763,
-0.0031079857144504786,
0.019853699952363968,
0.0037752988282591105,
0.015718666836619377,
0.00747220404446125,
0.08393466472625732,
0.02855737693607807,
0.008474551141262054,
0.0038535429630428553,
-0.007871788926422596,
-0.013599498197436333,
-0.014306049793958664,
0.011201146058738232,
-0.03413163870573044,
-0.004846150521188974,
-0.027852922677993774,
-0.0062564886175096035,
-0.026382986456155777,
0.031154785305261612,
0.05450458452105522,
-0.006382570136338472,
-0.014540264382958412,
0.023807069286704063,
-0.007903634570538998,
-0.18052555620670319,
-0.0019452956039458513,
-0.03590129315853119,
0.03358403593301773,
-0.042176127433776855,
0.03358660638332367,
-0.03355484455823898,
-0.012588764540851116,
-0.007212463766336441,
0.01566280797123909,
0.0354125052690506,
0.005831305403262377,
0.01166116539388895,
0.010259903036057949,
-0.009143018163740635,
-0.012277296744287014,
0.031227227300405502,
0.009003465995192528,
-0.023223504424095154,
0.014828195795416832,
0.021520202979445457,
-0.05694962665438652,
-0.006200876086950302,
-0.011655949056148529,
-0.015502944588661194,
-0.0008546209428459406,
-0.02215653471648693,
-0.029248826205730438,
-0.03842373564839363,
-0.0015153955901041627,
-0.04239124804735184,
0.05123293772339821,
-0.01098871510475874,
0.019417354837059975,
-0.018755977973341942,
0.009087979793548584,
-0.03698042035102844,
0.006690919399261475,
0.009092653170228004,
0.004302116576582193,
0.030081331729888916,
-0.02613767795264721,
0.031682077795267105,
0.029705986380577087,
-0.01686028018593788,
0.02000902220606804,
0.00930085964500904,
0.09490775316953659,
-0.018566574901342392,
0.0009165466763079166,
-0.030276114121079445,
0.016089102253317833,
0.02194463461637497,
-0.6396147012710571,
-0.08150572329759598,
-0.006806268822401762,
-0.009729020297527313,
-0.0434052050113678,
0.0011736637679859996,
-0.005302007310092449,
-0.05043739080429077,
-0.009011024609208107,
0.014292431063950062,
-0.03606342151761055,
-0.00449333293363452,
0.008375456556677818,
0.03626548498868942,
-0.30259451270103455,
-0.004057966638356447,
-0.017382966354489326,
0.011786604300141335,
0.0010008927201852202,
-0.03607369586825371,
0.002134960377588868,
-0.02141074649989605,
0.00979197584092617,
-0.015136867761611938,
0.016643181443214417,
-0.006772499997168779,
-0.021350430324673653,
-0.019785258919000626,
0.0030368047300726175,
0.025438638404011726,
0.0041022468358278275,
0.011495879851281643,
-0.0020552726928144693,
-0.023951398208737373,
0.016727881506085396,
-0.029954753816127777,
0.02376641146838665,
-0.00030644575599581003,
0.022544536739587784,
-0.03757376968860626,
0.008210588246583939,
0.07312992960214615,
-0.0006356738158501685,
-0.020984740927815437,
-0.0031326862517744303,
0.012208684347569942,
0.018044257536530495,
0.0014656591229140759,
-0.006397318094968796,
-0.01441218238323927,
0.0171050988137722,
-0.0020750677213072777,
-0.009126299992203712,
-0.0027439477853477,
0.021224232390522957,
0.10020598024129868,
0.010820371098816395,
-0.0013090433785691857,
-0.016993068158626556,
-0.04292427748441696,
-0.01841033808887005,
0.012205955572426319,
-0.01569448783993721,
-0.06470838934183121,
0.0437689945101738,
0.043455466628074646,
0.022496569901704788,
0.03768676146864891,
0.015767186880111694,
-0.002332311123609543,
-0.0020871979650110006,
0.014179414138197899,
0.06255652755498886,
-0.011130341328680515,
0.03324126452207565,
0.024319574236869812,
0.010288090445101261,
-0.03143445774912834,
0.01732719875872135,
0.0051276544108986855,
0.0035393759608268738,
0.008866536431014538,
0.013186277821660042,
-0.008064531721174717,
0.026207171380519867,
0.015376844443380833,
0.06634637713432312,
-0.04258289188146591,
0.02022140473127365,
-0.004048842471092939,
-0.0171990804374218,
0.00039866441511549056,
0.01834823191165924,
0.0029178967233747244,
0.019128737971186638,
-0.007082806900143623,
-0.027186276391148567,
-0.00641354825347662,
0.0065184165723621845,
-0.006454764865338802,
-0.01739266701042652,
-0.007356356829404831,
0.006581069901585579,
0.03267056494951248,
0.03389180079102516,
-0.006158377043902874,
-0.013733359053730965,
0.00572276720777154,
0.013729528523981571,
0.027611160650849342,
-0.03219810128211975,
-0.039702847599983215,
0.005325304344296455,
0.0023266186472028494,
-0.00840699765831232,
0.0005906990845687687,
-0.01244913600385189,
0.01575096696615219,
-0.06010749563574791,
-0.013828502967953682,
0.005531070288270712,
-5.062075433670543e-05,
-0.00958963017910719,
-0.019120274111628532,
-0.008924235589802265,
-0.013976437970995903,
0.10984377562999725,
0.000338579760864377,
0.016353793442249298,
-0.07211428135633469,
0.025513743981719017,
0.01028178259730339,
0.006688585504889488,
0.03154250979423523,
0.03347181901335716,
0.010923948138952255,
-0.023670267313718796,
0.02802533283829689,
-0.012604378163814545,
0.027431024238467216,
-0.02361345663666725,
0.03745074197649956,
0.026461200788617134,
-0.06212805584073067,
0.033881671726703644,
-0.023876763880252838,
0.010793711058795452,
-0.019261034205555916,
0.014238840900361538,
-0.0033683471847325563,
0.01683485135436058,
-0.020010104402899742,
0.011089007370173931,
0.10387083888053894,
-0.021514391526579857,
-0.000657894357573241,
-0.01379236951470375,
-0.0118951965123415,
-0.026088897138834,
0.015620633028447628,
-0.0014739743201062083,
-0.02421487495303154,
0.023101001977920532,
0.010476353578269482,
-0.027732806280255318,
0.03669723868370056,
-0.11361666023731232,
0.005630376283079386,
-0.0032960239332169294,
-0.0255971048027277,
0.012646219693124294,
0.07068436592817307,
0.0398457795381546,
-0.00910227932035923,
-0.032456692308187485,
0.012483403086662292,
-0.0245214756578207,
-0.014827609062194824,
0.011140852235257626,
0.0020253914408385754,
0.0029432596638798714,
-0.0243847593665123,
0.017368344590067863,
0.015426774509251118,
-0.003012738423421979,
0.03614377602934837,
-0.04125131666660309,
0.003399327164515853,
-0.00026317191077396274,
-0.0033512995578348637,
0.018949415534734726,
-0.014496520161628723,
0.002768713515251875,
-0.0016143571119755507,
0.004270090721547604,
-0.02459082193672657,
0.008614268153905869,
-0.04870236665010452,
-0.020416738465428352,
0.004823608323931694,
0.011468498967587948,
-0.01319331955164671,
-0.020368611440062523,
0.042309947311878204,
-0.013895041309297085,
-0.01081760786473751,
-0.004214317072182894,
-0.02245771512389183,
-0.0036042220890522003,
0.0373186394572258,
0.0005739559419453144,
-0.04991873726248741,
0.00914690550416708,
-0.043718595057725906,
-0.007548883557319641,
0.04943418130278587,
-0.023737268522381783,
-0.027934212237596512,
0.007935076020658016,
0.013042123056948185,
0.07300156354904175,
0.02444848231971264,
0.00829214695841074,
-0.016029978170990944,
-0.008339949883520603,
0.003423884976655245,
0.0033631890546530485,
0.07403350621461868,
-0.03312847763299942,
0.10438164323568344,
-0.00036868531606160104,
-0.004850678611546755,
-0.025686034932732582,
0.008696099743247032,
-0.02370992861688137,
0.04625570401549339,
0.0074450913816690445,
-0.01303715817630291,
0.0007696323445998132,
-0.011324357241392136,
0.0011026924476027489,
-0.021924983710050583,
-0.00693289702758193,
0.02744961529970169,
0.0315491147339344,
0.009150916710495949,
-0.0035722851753234863,
0.03292272239923477,
0.013463667593896389,
-0.021723851561546326,
-0.045637648552656174,
0.03387972339987755,
0.004557481035590172,
-0.0002882287371903658,
0.03390377014875412,
-0.019321244210004807,
0.03121674433350563,
-0.007519658654928207,
-0.008186555467545986,
8.481159602524713e-05,
-0.0073864636942744255,
0.017634671181440353,
-0.009699991904199123,
-0.017746904864907265,
0.015517493709921837,
0.025370663031935692,
0.019948046654462814,
-0.004604856017976999,
0.03671587258577347,
0.020938796922564507,
0.009345529600977898,
0.07660315930843353,
-0.04689808934926987,
-0.026577439159154892,
-0.01445209514349699,
-0.05693819001317024,
-0.002610775176435709,
0.023270348086953163,
0.012371844612061977,
0.011565467342734337,
0.0022671688348054886,
-0.04178796708583832,
0.01144414208829403,
-0.01982344314455986,
-0.04820149391889572,
0.03244427964091301,
-0.08186247199773788,
0.001065294025465846,
-0.04238542914390564,
0.014846769161522388,
-0.024084333330392838,
-0.025914683938026428,
0.007406654767692089,
-0.02847585268318653,
0.022648435086011887,
-0.015054143033921719,
-0.02592611499130726,
0.02366035245358944,
0.045449089258909225,
0.007171883713454008,
-0.02769666351377964,
0.040706366300582886,
-0.0024539430160075426,
-0.0265306755900383,
0.005988706834614277,
0.010717624798417091,
-0.06559505313634872,
0.02373332343995571,
0.012894445098936558,
-0.015752099454402924,
0.02434718981385231,
-0.0005552337388508022,
0.036619577556848526,
0.006560394074767828,
-0.05334100127220154,
-0.008563896641135216,
0.06425874680280685,
-0.0121831763535738,
0.01719018816947937,
-0.032192520797252655,
-0.032368406653404236,
0.03138454258441925,
-0.02040436677634716,
-0.004081385675817728,
0.024021010845899582,
0.019357524812221527,
-0.015680039301514626,
-0.0027796493377536535,
-0.023229213431477547,
-0.01049874909222126,
-0.011657962575554848,
-0.0008597663836553693,
-0.007513685151934624,
0.010792854242026806,
-0.011780045926570892,
-0.04136209562420845,
-0.2248557060956955,
-0.038006458431482315,
-0.030217677354812622,
-0.009475305676460266,
-0.10508215427398682,
-0.0004556300991680473,
-0.012694657780230045,
-0.03131655976176262,
0.010665565729141235,
-0.03088083304464817,
-0.03345690667629242,
0.005248379427939653,
-0.01849457621574402,
-0.012234137393534184,
-0.004173062741756439,
0.017260408028960228,
-0.004685932770371437,
-0.01830374449491501,
0.0062286220490932465,
0.0028590864967554808,
-0.006918743252754211,
-0.030166277661919594,
-0.11594884097576141,
-0.001559463911689818,
0.02627100981771946,
0.02831660956144333,
0.013127526268362999,
0.060324717313051224,
-0.008044286631047726,
-0.03004949539899826,
0.021291105076670647,
0.018572937697172165,
0.00923418439924717,
-0.006235634442418814,
-0.037656188011169434,
0.009486518800258636,
0.0009822522988542914,
-0.03656499460339546,
0.047005195170640945,
0.014005603268742561,
-0.01080524455755949,
-0.0003249154251534492,
-0.010477746836841106,
0.037749532610177994,
-0.00011396577610867098,
-0.012938369996845722,
0.01850106380879879,
-0.05571543797850609,
-0.0234995037317276,
0.0005129400524310768,
0.022951802238821983,
0.05034450441598892,
-0.01795162260532379,
-0.04461320489645004,
0.02259933389723301,
0.006159687414765358,
0.037589121609926224,
0.035092659294605255,
-0.0036849111784249544,
-0.018192991614341736,
-0.01630275696516037,
-0.017495019361376762,
0.06423181295394897,
-0.022174468263983727,
0.025198128074407578,
0.03195953741669655,
-0.020764103159308434,
-0.0003600803902372718,
0.03412928059697151,
0.011784040369093418,
-0.003367288503795862,
-0.037405338138341904,
0.049740973860025406,
0.002988835796713829,
0.026415416970849037,
0.015264648012816906,
-0.03554745018482208,
0.022741254419088364,
0.02071511000394821,
0.001838900032453239,
0.015206321142613888,
0.019690439105033875,
-0.03492144122719765,
-0.045215096324682236
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Multi_Notepad_Searchhost_Windowsterminal",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-16T20:53:17.548245"
}
},
"loops": {},
"conditionals": {},
"references": []
}

631
data/training/live_sessions/workflows/Multi_Notepad_Windowsterminal_Searchhost.json Normal file
View File

@@ -0,0 +1,631 @@
{
"workflow_id": "Multi_Notepad_Windowsterminal_Searchhost",
"name": "Multi_Notepad_Windowsterminal_Searchhost",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "OBSERVATION",
"created_at": "2026-03-17T08:49:58.532265",
"updated_at": "2026-03-17T08:49:58.532267",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (9 observations)",
"template": {
"window": {
"title_pattern": "unknown_window",
"title_contains": "unknown_window",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"q rechercher dans :rpa_vision",
"nouve lea- rpa vision. agent v1 x +",
"cb détails",
"lea - rpa vision agent v1",
"log"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [
"navigation",
"search_field",
"settings",
"primary_action",
"form_input"
],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 9
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 9,
"_prototype_vector": [
-0.016631390899419785,
0.0039979321882128716,
-0.01747102476656437,
-0.0029322272166609764,
0.011934391222894192,
5.334318848326802e-05,
0.02005009353160858,
-0.006658842321485281,
0.005688773933798075,
0.016531765460968018,
0.018836069852113724,
-0.006870504003018141,
-0.03376941755414009,
0.01025303453207016,
0.00631327461451292,
0.010692173615098,
0.04154036566615105,
0.002349547576159239,
0.013095586560666561,
0.010952289216220379,
0.05772720277309418,
0.02234935574233532,
0.012358332052826881,
-0.0023239387664943933,
-0.03136472404003143,
-0.02535468526184559,
-0.0064356643706560135,
0.014963574707508087,
-0.02537757344543934,
-0.01640341617166996,
-0.009427155368030071,
0.0002518444089218974,
-0.02808641456067562,
0.013721915893256664,
-0.001141992979682982,
0.0005496381199918687,
-0.03404644504189491,
0.024753525853157043,
0.0012307449942454696,
-0.1369766891002655,
-0.009079857729375362,
-0.027361128479242325,
-0.0017606524052098393,
-0.034882884472608566,
0.015826266258955002,
-0.016009189188480377,
0.004053538665175438,
-0.018818572163581848,
0.015589551068842411,
0.04224180430173874,
0.004120297264307737,
-0.006521077826619148,
0.0031478884629905224,
-0.01368867326527834,
-0.009396745823323727,
0.03237851709127426,
0.009825232438743114,
-0.012542875483632088,
0.0030350966844707727,
0.028971754014492035,
-0.007687801029533148,
0.005775681231170893,
-0.005417447071522474,
-0.013172156177461147,
-0.0004439842305146158,
-0.016202149912714958,
-0.020672067999839783,
-0.03851542994379997,
0.005780861712992191,
-0.035595908761024475,
0.03358418494462967,
-0.01953709125518799,
-0.0035333922132849693,
-0.022052539512515068,
-0.008595585823059082,
-0.015258862636983395,
0.004624045453965664,
0.01668483391404152,
0.018557662144303322,
0.017158200964331627,
-0.014320996589958668,
0.021033408120274544,
0.008808646351099014,
-0.010546472854912281,
0.004341633524745703,
0.013730292208492756,
0.07193619012832642,
-0.005026401951909065,
-0.00031383460736833513,
-0.019830074161291122,
0.0027803145349025726,
0.03096865862607956,
-0.5587270855903625,
-0.08663071691989899,
-0.015290963463485241,
-0.004907740745693445,
-0.027187468484044075,
-0.005644403863698244,
-0.007989942096173763,
-0.01807333342730999,
-0.00890212319791317,
-0.026130784302949905,
-0.041593536734580994,
0.0032180703710764647,
0.016570141538977623,
0.027876123785972595,
-0.20690423250198364,
-0.0036822427064180374,
-0.036489617079496384,
0.013533106073737144,
0.0012713732430711389,
-0.032221969217061996,
0.0006372559000737965,
-0.006911647506058216,
0.0031352266669273376,
-0.029020125046372414,
0.0169046763330698,
0.0030909846536815166,
-0.01384507305920124,
0.009029265493154526,
0.0011548585025593638,
0.01242302730679512,
-0.013718896545469761,
-0.010274923406541348,
0.0016440008766949177,
-0.014710461720824242,
0.004447512794286013,
-0.02638971619307995,
0.014114165678620338,
0.002823349554091692,
0.008489360101521015,
-0.02883973903954029,
-0.004187575075775385,
0.3822444677352905,
-0.0020262133330106735,
0.006496903952211142,
-0.022858215495944023,
0.013414517045021057,
0.030033549293875694,
-0.0034794295206665993,
-0.0027086823247373104,
0.0090504614636302,
0.005840794183313847,
-0.010301481932401657,
-0.014812330715358257,
0.01824483834207058,
0.006995417643338442,
0.08955574035644531,
0.011195018887519836,
-0.00934702530503273,
-0.0005029182066209614,
-0.017939412966370583,
-0.015754591673612595,
-0.005242242943495512,
-0.0331694521009922,
-0.05208929628133774,
0.01188333984464407,
0.03920663893222809,
0.033607643097639084,
0.002091405913233757,
0.026146752759814262,
0.001314703025855124,
0.02020169608294964,
0.016656195744872093,
0.02793123759329319,
-0.03324742987751961,
0.018198588863015175,
0.016821710392832756,
0.00628980528563261,
-0.017732031643390656,
-0.0047363582998514175,
0.018364792689681053,
0.006106001324951649,
0.000809473916888237,
0.018747525289654732,
-0.013183461502194405,
0.02989373542368412,
-0.006163367535918951,
0.0767483189702034,
-0.04280322790145874,
-0.0034501999616622925,
-0.00860863272100687,
-0.01226789876818657,
-0.002725700382143259,
-0.009126647375524044,
-0.0063035376369953156,
0.017989737913012505,
-0.004435678943991661,
-0.00680276844650507,
-0.006017043720930815,
-0.0009019037242978811,
-0.028808796778321266,
-0.020071595907211304,
-0.022168535739183426,
0.010945769026875496,
0.02389833889901638,
0.0014418547507375479,
0.0051814173348248005,
0.00432282779365778,
-0.012456790544092655,
-0.011030727066099644,
0.008295862004160881,
-0.019609728828072548,
-0.013279018923640251,
0.008427362889051437,
0.0038508682046085596,
-0.014422623440623283,
0.0045014601200819016,
-0.004025814589112997,
0.015686601400375366,
-0.04665142670273781,
-0.023561760783195496,
-0.01055861171334982,
-0.009083407931029797,
-0.009296202100813389,
0.0016050947597250342,
-0.0015716755297034979,
0.005350941326469183,
0.10539492964744568,
-0.005081417504698038,
0.016673073172569275,
-0.04863622784614563,
0.01452439371496439,
0.01958969235420227,
0.018686568364501,
0.02593156136572361,
0.02962271124124527,
0.024695074185729027,
-0.007097458466887474,
0.006958605255931616,
-0.013261166401207447,
0.015746062621474266,
-0.011316458694636822,
0.042579080909490585,
0.0204593688249588,
-0.02838796004652977,
0.01611427217721939,
-0.00971987284719944,
0.003841983387246728,
-0.012074906378984451,
0.01969466730952263,
-0.008840573020279408,
0.021174568682909012,
-0.03769272193312645,
0.0002798664500005543,
0.07328636944293976,
-5.03518822370097e-06,
0.02041819877922535,
-0.011627905070781708,
-0.007982544600963593,
-0.00189999770373106,
-0.001036113128066063,
-0.0016008387319743633,
-0.007911796681582928,
0.006294661667197943,
0.02461671456694603,
-0.015680504962801933,
0.03492114320397377,
-0.0897928774356842,
0.008210175670683384,
0.01250824611634016,
-0.015618966892361641,
0.021927248686552048,
0.060990579426288605,
0.03208814933896065,
-0.009552111849188805,
-0.018752330914139748,
0.0013058781623840332,
-0.04036908224225044,
-0.008546155877411366,
0.029352562502026558,
0.023767651990056038,
-0.009710541926324368,
0.00241214781999588,
0.02610277570784092,
0.02038382738828659,
0.006503187585622072,
0.0289753470569849,
-0.010809631086885929,
-0.0004669627523981035,
0.007586367893964052,
-0.018780149519443512,
0.011045998893678188,
-0.0013764237519353628,
0.012616494670510292,
0.00572991743683815,
0.06343672424554825,
-0.011016041040420532,
-0.012323972769081593,
-0.03581085056066513,
-0.029813658446073532,
-0.008611256256699562,
-0.009301195852458477,
-0.003012379864230752,
-0.030303100124001503,
0.03426974639296532,
-0.045609742403030396,
-0.010427860543131828,
0.018388109281659126,
-0.017480941489338875,
-0.01902117393910885,
0.008843034505844116,
-0.021585457026958466,
-0.04422256723046303,
0.035966359078884125,
-0.005012399051338434,
0.011315733194351196,
0.03829827532172203,
-0.023106269538402557,
-0.017951836809515953,
-0.0014884988777339458,
0.009078661911189556,
0.38188979029655457,
0.02152387611567974,
-0.008953242562711239,
0.0033556860871613026,
-0.020559100434184074,
0.007723697926849127,
0.019523153081536293,
0.05397855117917061,
-0.01333365123718977,
0.1225467398762703,
0.002832015510648489,
-0.013586235232651234,
-0.02258763276040554,
-0.013440419919788837,
-0.02847667597234249,
0.015756288543343544,
0.017288269475102425,
-0.11584175378084183,
-0.010685483925044537,
0.0015762199182063341,
0.0029133616480976343,
-0.012712515890598297,
-0.0052214800380170345,
0.005677708424627781,
0.022690657526254654,
0.013796883635222912,
-0.01587371714413166,
0.020689858123660088,
0.028914155438542366,
-0.012327166274189949,
-0.02150854654610157,
0.03337956964969635,
-0.02404293604195118,
-0.001567169325426221,
0.020277617499232292,
-0.018314089626073837,
0.02636048011481762,
0.032196953892707825,
0.0009928570361807942,
0.007345765829086304,
-0.007202014792710543,
0.0236176960170269,
0.0033314486499875784,
-0.025991030037403107,
0.012446600012481213,
0.043308649212121964,
0.020986689254641533,
0.0058647459372878075,
0.034467097371816635,
0.00331845972687006,
-0.01138280238956213,
0.034550201147794724,
-0.05064420402050018,
-0.023392606526613235,
-0.019091075286269188,
-0.05031939968466759,
-0.0006932085962034762,
0.013445919379591942,
-0.019092416390776634,
0.019457561895251274,
0.013843139633536339,
-0.009764019399881363,
0.01767287403345108,
-0.021677745506167412,
-0.030477672815322876,
0.027881836518645287,
-0.08213257789611816,
-0.008793485350906849,
-0.02874583564698696,
0.0069533446803689,
-0.003741541178897023,
-0.020091921091079712,
0.02262171357870102,
-0.0179157555103302,
0.027586044743657112,
-0.02020123228430748,
-0.002530396217480302,
0.007374041713774204,
0.007971931248903275,
-0.005396643653512001,
-0.011207499541342258,
0.032369665801525116,
0.00017073319759219885,
-0.012081393972039223,
-0.0051228986121714115,
0.019803019240498543,
-0.04251779243350029,
0.03458405286073685,
-0.007080148905515671,
-0.00793889444321394,
0.02749783731997013,
-0.005147465039044619,
0.03941987454891205,
0.0011051305336877704,
-0.029602378606796265,
-0.002624423010274768,
0.06007577106356621,
0.005147472023963928,
0.0021034134551882744,
-0.020359037443995476,
-0.005366832949221134,
0.028478877618908882,
-0.024962766095995903,
-0.00285515864379704,
0.007440423127263784,
-0.0011711454717442393,
-0.01997167430818081,
-0.0073472619988024235,
0.018660737201571465,
-0.02167162112891674,
0.0007455735467374325,
0.018357599154114723,
-0.0069619580172002316,
0.017674710601568222,
-0.018112344667315483,
-0.061505746096372604,
-0.11612013727426529,
-0.03603516146540642,
-0.0383157916367054,
-0.005032901652157307,
-0.10300633311271667,
0.001924945623613894,
0.002353972988203168,
-0.01881757192313671,
-0.015448196791112423,
-0.03399084135890007,
-0.01546783559024334,
-0.012302347458899021,
-0.01109300833195448,
-0.01474948599934578,
-0.020211996510624886,
-0.007757214829325676,
0.016120098531246185,
-0.009176382794976234,
0.012907213531434536,
0.009737426415085793,
0.016578536480665207,
-0.0109108816832304,
-0.09547988325357437,
-0.020510634407401085,
0.03752138838171959,
0.03863758221268654,
0.02394646406173706,
0.0276706013828516,
-0.02623729035258293,
-0.020352469757199287,
0.00752688804641366,
0.0015023498563095927,
-0.008854067884385586,
-0.007472645491361618,
-0.01372501440346241,
-0.002698947209864855,
-0.025539932772517204,
-0.012884884141385555,
0.04217791557312012,
-0.000545256189070642,
-0.005837077274918556,
-0.006502058357000351,
0.021698033437132835,
0.039954930543899536,
-0.021915940567851067,
0.009970765560865402,
0.013822520151734352,
-0.02964373677968979,
-0.005095355678349733,
0.006870012730360031,
-0.009601511992514133,
0.024721231311559677,
0.016671380028128624,
-0.10182473808526993,
0.008118193596601486,
-0.009739331901073456,
0.019730955362319946,
0.038319602608680725,
-0.005175740458071232,
-0.018323592841625214,
0.004089850001037121,
-0.0319465771317482,
0.05939473956823349,
-0.021362489089369774,
0.014414307661354542,
-0.020533503964543343,
-0.01842317171394825,
-0.012034818530082703,
0.05086187273263931,
0.00021953911345917732,
0.005298157688230276,
-0.029307063668966293,
0.023164864629507065,
0.009429448284208775,
-0.001187177374958992,
0.008303707465529442,
-0.02766481041908264,
0.0126014593988657,
0.022345053032040596,
-0.009589980356395245,
0.024606900289654732,
0.014057246968150139,
-0.029797786846756935,
-0.010833412408828735
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Multi_Notepad_Windowsterminal_Searchhost",
"overall_score": 0.6296296296296297,
"is_production_ready": false,
"cluster_count": 0,
"outlier_count": 2,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques"
],
"created_at": "2026-03-17T08:49:58.532682"
}
},
"loops": {},
"conditionals": {},
"references": []
}

3106
data/training/live_sessions/workflows/Python — session (10).json Normal file
View File

File diff suppressed because it is too large Load Diff

1348
data/training/live_sessions/workflows/Python — session (11).json Normal file
View File

File diff suppressed because it is too large Load Diff

1504
data/training/live_sessions/workflows/Python — session (12).json Normal file
View File

File diff suppressed because it is too large Load Diff

1504
data/training/live_sessions/workflows/Python — session (13).json Normal file
View File

File diff suppressed because it is too large Load Diff

3106
data/training/live_sessions/workflows/Python — session (14).json Normal file
View File

File diff suppressed because it is too large Load Diff

1348
data/training/live_sessions/workflows/Python — session (15).json Normal file
View File

File diff suppressed because it is too large Load Diff

1504
data/training/live_sessions/workflows/Python — session (16).json Normal file
View File

File diff suppressed because it is too large Load Diff

1505
data/training/live_sessions/workflows/Python — session (17).json Normal file
View File

File diff suppressed because it is too large Load Diff

3108
data/training/live_sessions/workflows/Python — session (18).json Normal file
View File

File diff suppressed because it is too large Load Diff

1350
data/training/live_sessions/workflows/Python — session (19).json Normal file
View File

File diff suppressed because it is too large Load Diff

1347
data/training/live_sessions/workflows/Python — session (2).json Normal file
View File

File diff suppressed because it is too large Load Diff

1506
data/training/live_sessions/workflows/Python — session (20).json Normal file
View File

File diff suppressed because it is too large Load Diff

1506
data/training/live_sessions/workflows/Python — session (21).json Normal file
View File

File diff suppressed because it is too large Load Diff

1502
data/training/live_sessions/workflows/Python — session (3).json Normal file
View File

File diff suppressed because it is too large Load Diff

1502
data/training/live_sessions/workflows/Python — session (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

3106
data/training/live_sessions/workflows/Python — session (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

1348
data/training/live_sessions/workflows/Python — session (6).json Normal file
View File

File diff suppressed because it is too large Load Diff

1504
data/training/live_sessions/workflows/Python — session (7).json Normal file
View File

File diff suppressed because it is too large Load Diff

1504
data/training/live_sessions/workflows/Python — session (8).json Normal file
View File

File diff suppressed because it is too large Load Diff

3106
data/training/live_sessions/workflows/Python — session (9).json Normal file
View File

File diff suppressed because it is too large Load Diff

3101
data/training/live_sessions/workflows/Python — session.json Normal file
View File

File diff suppressed because it is too large Load Diff

3742
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (2).json Normal file
View File

File diff suppressed because it is too large Load Diff

3742
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (3).json Normal file
View File

File diff suppressed because it is too large Load Diff

3742
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

3742
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

3742
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (6).json Normal file
View File

File diff suppressed because it is too large Load Diff

3758
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (7).json Normal file
View File

File diff suppressed because it is too large Load Diff

3760
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur (8).json Normal file
View File

File diff suppressed because it is too large Load Diff

2406
data/training/live_sessions/workflows/Python, Bloc-notes et Explorateur.json Normal file
View File

File diff suppressed because it is too large Load Diff

4826
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal (2).json Normal file
View File

File diff suppressed because it is too large Load Diff

4326
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal (3).json Normal file
View File

File diff suppressed because it is too large Load Diff

4326
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal (4).json Normal file
View File

File diff suppressed because it is too large Load Diff

4326
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal (5).json Normal file
View File

File diff suppressed because it is too large Load Diff

4826
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal (6).json Normal file
View File

File diff suppressed because it is too large Load Diff

4328
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal (7).json Normal file
View File

File diff suppressed because it is too large Load Diff

2974
data/training/live_sessions/workflows/Python, Bloc-notes et Terminal.json Normal file
View File

File diff suppressed because it is too large Load Diff

626
data/training/live_sessions/workflows/Tâche du 19 mars à 10h52.json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Tâche du 19 mars à 10h52",
"name": "Tâche du 19 mars à 10h52",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T10:52:23.449385",
"updated_at": "2026-03-19T10:52:23.449386",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (11 observations)",
"template": {
"window": {
"title_pattern": "Unknown",
"title_contains": "Unknown",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"q rechercher dans :rpa_vision",
"nouve lea- rpa vision. agent v1 x +",
"cb détails",
"réseau",
"a linux"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 11
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 11,
"_prototype_vector": [
-0.017843740060925484,
-0.0007907830295152962,
-0.025164756923913956,
-0.006679109297692776,
0.013135707937180996,
0.0024481734726577997,
0.021720124408602715,
0.01178407296538353,
0.0034484765492379665,
0.018265893682837486,
0.018689503893256187,
-0.0038390513509511948,
-0.037111371755599976,
0.00559656135737896,
0.004532456398010254,
0.012749634683132172,
0.03334633633494377,
0.0105525441467762,
0.01589060015976429,
0.011187800206243992,
0.0664755254983902,
0.027902638539671898,
0.010674146935343742,
0.009543056599795818,
-0.02137717604637146,
-0.01697106473147869,
-0.004777207504957914,
0.021450189873576164,
-0.038526881486177444,
-0.013587718829512596,
-0.016203047707676888,
0.0007150463643483818,
-0.02784348465502262,
0.021445780992507935,
0.012366898357868195,
0.005473895464092493,
-0.020050376653671265,
0.018103528767824173,
0.008663788437843323,
-0.14772263169288635,
-0.012902946211397648,
-0.03269507735967636,
-0.004358927719295025,
-0.03485032171010971,
0.009655786678195,
-0.02844066359102726,
-0.005598708055913448,
-0.016357392072677612,
0.02145829051733017,
0.036629095673561096,
0.005824333056807518,
0.00047565592103637755,
0.004861446097493172,
-0.008120392449200153,
-0.017024695873260498,
0.027792518958449364,
0.017620671540498734,
-0.005255437921732664,
0.009801983833312988,
0.02520795725286007,
-0.01741962321102619,
0.006859033368527889,
-0.006404737941920757,
-0.01745179481804371,
-0.0022044917568564415,
-0.023274090141057968,
-0.02291671186685562,
-0.032975275069475174,
0.0006295785424299538,
-0.03530322015285492,
0.047217655926942825,
-0.015660014003515244,
0.004376852419227362,
-0.026493610814213753,
-0.004915833473205566,
-0.013495889492332935,
0.009737548418343067,
0.018598610535264015,
0.006011440418660641,
0.005374377593398094,
-0.016421599313616753,
0.021056367084383965,
0.0065668788738548756,
-0.006854011211544275,
0.00662930216640234,
0.01237349584698677,
0.0841677263379097,
-0.011378208175301552,
0.0011413126485422254,
-0.02061491459608078,
0.0045569236390292645,
0.02654303051531315,
-0.5440088510513306,
-0.07691831141710281,
-0.01611122488975525,
-0.007714428007602692,
-0.028628911823034286,
-0.009343298152089119,
-0.00028269595350138843,
-0.020800208672881126,
-0.011479812674224377,
-0.021842626854777336,
-0.03946772217750549,
-0.00419896375387907,
0.010305097326636314,
0.027299905195832253,
-0.2095601111650467,
-0.01406872645020485,
-0.019346516579389572,
0.013767377473413944,
0.002051284769549966,
-0.021415354683995247,
-0.0017907670699059963,
-0.009496582671999931,
0.00582117959856987,
-0.028812339529395103,
0.01734519563615322,
0.0062691038474440575,
-0.013346840627491474,
0.008508236147463322,
0.009408757090568542,
0.011199991218745708,
-0.0020543336868286133,
-0.006088017486035824,
0.0005864829872734845,
-0.005994850769639015,
0.00865194946527481,
-0.026234399527311325,
0.0160170029848814,
0.0068374681286513805,
0.010795780457556248,
-0.03275066614151001,
-0.0058561828918755054,
0.382404625415802,
-0.003944877535104752,
0.003991706762462854,
-0.027209307998418808,
0.0161065012216568,
0.025471501052379608,
-0.00571795366704464,
-0.00424089003354311,
0.0003207663830835372,
-0.000959536642767489,
-0.011617237702012062,
-0.014889201149344444,
0.011957270093262196,
0.009087958373129368,
0.08616729825735092,
0.010364605113863945,
-0.00859464704990387,
-0.006498714443296194,
-0.018556376919150352,
-0.013662024401128292,
-0.015021429397165775,
-0.030466845259070396,
-0.05791373550891876,
0.026130355894565582,
0.041328780353069305,
0.024563152343034744,
-0.0034338622353971004,
0.026108764111995697,
0.004644718952476978,
0.01866677775979042,
0.0197945237159729,
0.02769429236650467,
-0.032068487256765366,
0.02624448575079441,
0.02869356982409954,
0.004580673296004534,
-0.01960854046046734,
-0.0012775738723576069,
-0.0007618648814968765,
-0.0070906574837863445,
-0.0019423702033236623,
0.01936262659728527,
-0.012588557787239552,
0.03098697029054165,
0.009920154698193073,
0.08670919388532639,
-0.03910539671778679,
0.004685979336500168,
-0.004649650771170855,
-0.011460662819445133,
-0.009584919549524784,
-0.007101354654878378,
0.00261711492203176,
0.01511798519641161,
-0.008404016494750977,
-0.002428686013445258,
-0.01283844094723463,
0.0038175275549292564,
-0.03314461559057236,
-0.012133506126701832,
-0.029473096132278442,
0.008681317791342735,
0.024356190115213394,
0.008418870158493519,
0.0015198393957689404,
0.00019291263015475124,
-0.00978458859026432,
-0.0009163065697066486,
0.01460998971015215,
-0.015286839567124844,
-0.01843695528805256,
0.00976940430700779,
0.008606793358922005,
-0.01669333688914776,
0.002770982915535569,
-0.008124133571982384,
0.016321541741490364,
-0.03980768471956253,
-0.027904609218239784,
-0.001404040609486401,
-0.01521355751901865,
-0.010564365424215794,
0.01048959419131279,
-0.0038350638933479786,
1.422027617081767e-05,
0.10310757160186768,
-0.00407000444829464,
0.017385438084602356,
-0.05588933080434799,
0.01375842560082674,
0.028046129271388054,
0.007148368749767542,
0.02164948731660843,
0.032978225499391556,
0.018189961090683937,
-0.013074979186058044,
0.01046745479106903,
-0.021619632840156555,
0.02527790702879429,
-0.006175859831273556,
0.042617276310920715,
0.023448996245861053,
-0.03246305510401726,
0.013152191415429115,
-0.016228392720222473,
-0.0003207083500456065,
-0.014492678456008434,
0.02268180623650551,
-0.011678727343678474,
0.02371983788907528,
-0.027940765023231506,
0.00011527614697115496,
0.08207260072231293,
-0.002731085754930973,
0.017872191965579987,
-0.013056558556854725,
0.0019679544493556023,
-0.008387104608118534,
0.008891642093658447,
0.0010229850886389613,
-0.016205014660954475,
-0.004492599051445723,
0.019223421812057495,
-0.012605380266904831,
0.032204531133174896,
-0.08797334879636765,
0.005791627801954746,
0.016035892069339752,
-0.016297893598675728,
0.020924124866724014,
0.04382292181253433,
0.029143471270799637,
-0.002379972953349352,
-0.023780547082424164,
0.01422404870390892,
-0.037272848188877106,
-0.02207908220589161,
0.026306884363293648,
0.012397537007927895,
-0.013888362795114517,
0.0012229190906509757,
0.027633273974061012,
0.02272259071469307,
0.007539147976785898,
0.026464011520147324,
-0.010973019525408745,
-0.0017738151364028454,
0.010716681368649006,
-0.015309786424040794,
0.01722102239727974,
0.0005661987815983593,
0.008724719285964966,
-0.0005335375317372382,
0.05379577353596687,
-0.020729394629597664,
-0.01425475999712944,
-0.0322481207549572,
-0.03331516310572624,
-0.00392039492726326,
-0.012421858496963978,
0.006303238682448864,
-0.029551928862929344,
0.035685766488313675,
-0.032412342727184296,
-0.016017291694879532,
0.00012089929805370048,
-0.0150073803961277,
-0.021787846460938454,
0.00999738834798336,
-0.011638916097581387,
-0.041853368282318115,
0.03106144443154335,
-0.002528910292312503,
0.0012976344441995025,
0.03766639903187752,
-0.01757766306400299,
-0.019500546157360077,
0.0021461269352585077,
0.007157743442803621,
0.38204655051231384,
0.016988560557365417,
-0.01070968434214592,
0.005625869147479534,
-0.021742049604654312,
0.005876943003386259,
0.02811511978507042,
0.051183100789785385,
-0.012433512136340141,
0.13140887022018433,
0.004057255573570728,
-0.00542822852730751,
-0.01451685931533575,
-0.016811907291412354,
-0.0252616535872221,
0.01678141951560974,
0.009822733700275421,
-0.12448009848594666,
-0.009311358444392681,
-0.0024889581836760044,
0.004783855751156807,
-0.006119191646575928,
-0.013988510705530643,
0.00709817698225379,
0.027711590752005577,
0.011884192936122417,
-0.01536677498370409,
0.029978379607200623,
0.0270259790122509,
-0.013762162998318672,
-0.02247745543718338,
0.02271287888288498,
-0.015268835239112377,
-0.01079883985221386,
0.01805204525589943,
-0.014280366711318493,
0.03327678516507149,
0.03136173263192177,
-0.01300105731934309,
0.006600223947316408,
0.002381196478381753,
0.022094331681728363,
0.0017738774186000228,
-0.012975547462701797,
0.01650179922580719,
0.022434193640947342,
0.023358462378382683,
0.002567369258031249,
0.032203976064920425,
0.007974219508469105,
-0.00967491790652275,
0.046090517193078995,
-0.03945758193731308,
-0.024255093187093735,
-0.02032092772424221,
-0.053467512130737305,
0.004331063944846392,
0.013804498128592968,
-0.014625770039856434,
0.017796514555811882,
0.010580272413790226,
-0.009806281886994839,
0.022954780608415604,
-0.015763582661747932,
-0.021715644747018814,
0.03331586718559265,
-0.07510888576507568,
-0.009878112003207207,
-0.03431165590882301,
0.012167896144092083,
0.004823604598641396,
-0.031100651249289513,
0.022324925288558006,
-0.009065411053597927,
0.023748401552438736,
-0.013224761933088303,
0.00017581261636223644,
0.037098247557878494,
0.013491673395037651,
-0.0033801563549786806,
-0.014070051722228527,
0.02955755405128002,
0.006119681056588888,
-0.015452412888407707,
-0.009169504977762699,
0.03124936856329441,
-0.04961688071489334,
0.03740192577242851,
-0.006853005383163691,
-0.005682111252099276,
0.027996299788355827,
-0.003681734437122941,
0.0321483351290226,
-0.002700058277696371,
-0.02377585507929325,
-0.0013801859458908439,
0.057213760912418365,
0.001877008588053286,
0.0018056040862575173,
-0.03271406143903732,
0.0013782877940684557,
0.030924230813980103,
-0.026971861720085144,
-0.004199895076453686,
0.006881808862090111,
0.0026446974370628595,
-0.015312418341636658,
-0.015209796838462353,
0.01849023997783661,
-0.02199731208384037,
0.007688004523515701,
0.012017454952001572,
-0.0075591919012367725,
0.018706008791923523,
-0.013598086312413216,
-0.06399282068014145,
-0.13560068607330322,
-0.030153164640069008,
-0.036579620093107224,
-0.0016379638109356165,
-0.0898267850279808,
0.002271178411319852,
-6.78624419379048e-05,
-0.026990564540028572,
-0.011155442334711552,
-0.0417386069893837,
-0.025246651843190193,
-0.01349685899913311,
-0.007296916097402573,
-0.015766801312565804,
-0.015269525349140167,
0.0021057038102298975,
0.015495999716222286,
-0.011408587917685509,
0.010149889625608921,
0.01734941080212593,
0.008719409815967083,
-0.01689450442790985,
-0.09439586102962494,
-0.0068925232626497746,
0.039699871093034744,
0.03249472379684448,
0.02030649222433567,
0.03426152095198631,
-0.02506491355597973,
-0.025878682732582092,
0.013683706521987915,
0.0027452383656054735,
-0.002563752932474017,
-0.011036565527319908,
-0.02225174941122532,
0.0036748559214174747,
-0.022723328322172165,
-0.003195813624188304,
0.040278173983097076,
-0.007628667168319225,
-0.003590037114918232,
-0.0039923894219100475,
0.011855426244437695,
0.039433304220438004,
-0.023585617542266846,
0.007904180325567722,
0.014821591787040234,
-0.03495297208428383,
-0.005274541676044464,
-0.0002121847792295739,
0.0008634424884803593,
0.033519767224788666,
0.011873681098222733,
-0.1167515218257904,
0.004684429615736008,
-0.010238577611744404,
0.02958795242011547,
0.049473460763692856,
-0.0038634282536804676,
-0.022759629413485527,
-0.007630329113453627,
-0.03208508342504501,
0.05566512048244476,
-0.018528396263718605,
0.01151068601757288,
-0.0025426866486668587,
-0.016604920849204063,
-0.009224272333085537,
0.0508425198495388,
0.008832023479044437,
0.001988206757232547,
-0.021971523761749268,
0.0148516446352005,
0.0021238785702735186,
-0.00471732672303915,
0.009322090074419975,
-0.031559016555547714,
0.008814019151031971,
0.028771646320819855,
-0.012034335173666477,
0.027289511635899544,
-0.007331176195293665,
-0.03182881325483322,
-0.02848178707063198
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Tâche du 19 mars à 10h52",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T10:52:23.449704"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Tâche du 19 mars à 10h55.json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Tâche du 19 mars à 10h55",
"name": "Tâche du 19 mars à 10h55",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T10:55:06.075880",
"updated_at": "2026-03-19T10:55:06.075881",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (18 observations)",
"template": {
"window": {
"title_pattern": "Unknown",
"title_contains": "Unknown",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"cepc > os(c:) > rpa_vision >",
"nouveau d 0",
"cb détails",
"nom"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 18
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 18,
"_prototype_vector": [
-0.015414496883749962,
-0.0025310292840003967,
-0.02593608759343624,
-0.005197657737880945,
0.011939110234379768,
-0.002891747048124671,
0.020073866471648216,
0.03591441735625267,
-0.007296124938875437,
0.014789716340601444,
0.0283138956874609,
-0.004606644157320261,
-0.038395557552576065,
0.0029941825196146965,
0.006994807161390781,
0.0050569637678563595,
0.026362435892224312,
0.003690957324579358,
0.01425060536712408,
0.011771799996495247,
0.05885009467601776,
0.02901798114180565,
0.0058802030980587006,
0.020889947190880775,
-0.013386989012360573,
-0.01796886697411537,
-0.006049114745110273,
0.0048422859981656075,
-0.029979852959513664,
-0.016261067241430283,
-0.015559425577521324,
0.006484596058726311,
-0.04029625654220581,
0.018759550526738167,
0.024036427959799767,
0.011495094746351242,
-0.013899588957428932,
0.011726349592208862,
-0.000635859149042517,
-0.13569660484790802,
-0.0024990257807075977,
-0.028639448806643486,
0.01792605221271515,
-0.025642815977334976,
0.020297592505812645,
-0.027527088299393654,
-0.010977399535477161,
-0.009998858906328678,
0.010160363279283047,
0.021760037168860435,
0.008830700069665909,
0.00581906596198678,
0.009115536697208881,
0.005505847744643688,
-0.01616594009101391,
0.02043091133236885,
0.009759416803717613,
-0.007116338238120079,
0.004757184535264969,
0.02162708155810833,
-0.021419845521450043,
0.005352508742362261,
-0.009171148762106895,
-0.013047733344137669,
-0.0028191523160785437,
-0.013951292261481285,
-0.030589299276471138,
-0.045870091766119,
-0.006978956051170826,
-0.030960973352193832,
0.04344314709305763,
-0.013010629452764988,
0.014943894930183887,
-0.02091558277606964,
-0.004588286858052015,
-0.021940723061561584,
0.010766839608550072,
0.02492792159318924,
0.004714151378720999,
-0.00632575573399663,
-0.018840132281184196,
0.015835149213671684,
0.009081779979169369,
-0.001929034711793065,
0.009824124164879322,
0.015765376389026642,
0.07338099926710129,
-0.02081991545855999,
-0.009498674422502518,
-0.02745158225297928,
0.005154576152563095,
0.03224016726016998,
-0.5638522505760193,
-0.07994944602251053,
-0.01147179864346981,
-0.0050709787756204605,
-0.033712927252054214,
-0.0009314189082942903,
-0.005235046148300171,
-0.04092462360858917,
-0.01049705408513546,
-0.007545225787907839,
-0.03888130187988281,
-0.0085429223254323,
0.019027099013328552,
0.03288507089018822,
-0.21561592817306519,
-0.009133806452155113,
-0.011805981397628784,
0.00729369418695569,
-0.0008530280319973826,
-0.013264341279864311,
0.004559882450848818,
-0.005948719102889299,
0.015916574746370316,
-0.02438356913626194,
0.00982794351875782,
0.0076789818704128265,
-0.010060543194413185,
0.009960104711353779,
0.0031973314471542835,
0.017015187069773674,
-0.00249770050868392,
0.0028156088665127754,
0.008073868229985237,
-0.004925553221255541,
-2.900937715821783e-06,
-0.0268817488104105,
0.01785745471715927,
0.006459892727434635,
0.007274947129189968,
-0.03728668391704559,
-0.004806172102689743,
0.3879982531070709,
-0.005743110086768866,
0.007996713742613792,
-0.020724253728985786,
0.013655325397849083,
0.028485389426350594,
-0.0009633767185732722,
-0.009987888857722282,
-0.007219839841127396,
0.012175320647656918,
-0.009029828943312168,
-0.013176006264984608,
-8.21276698843576e-05,
0.00954742543399334,
0.0899849385023117,
-0.0016609210288152099,
-0.015419190749526024,
-0.0013627075823023915,
-0.02586198039352894,
-0.008831295184791088,
-0.010807665064930916,
-0.03296599164605141,
-0.05470118299126625,
0.032332442700862885,
0.02197146974503994,
0.020959286019206047,
0.006363860797137022,
0.03691064193844795,
-0.0023906684946268797,
0.014759032987058163,
0.013636671006679535,
0.035345934331417084,
-0.025508077815175056,
0.01319403387606144,
0.03474695235490799,
0.0051416270434856415,
-0.014593597501516342,
-0.0005437337676994503,
-0.004993528127670288,
-0.010033435188233852,
-0.007845410145819187,
0.013880651444196701,
-0.007273796945810318,
0.03542263060808182,
0.0051329247653484344,
0.08120660483837128,
-0.03968164697289467,
4.312958844820969e-05,
-0.0007737181149423122,
-0.012813235633075237,
-0.003953654319047928,
0.0017492943443357944,
-0.003487359033897519,
0.007739993743598461,
-0.008631795644760132,
0.0003292399342171848,
-0.013415437191724777,
-0.0078023746609687805,
-0.02653663605451584,
-0.011306489817798138,
-0.02045641839504242,
0.006285041570663452,
0.022544970735907555,
0.021867210045456886,
-0.001106223207898438,
-0.006405411288142204,
-0.0018934824038296938,
-0.004879495594650507,
0.0168776698410511,
-0.021395035088062286,
-0.016659393906593323,
0.007571664173156023,
0.00943372305482626,
-0.017115237191319466,
-0.0029282409232109785,
-0.013983004726469517,
0.017199862748384476,
-0.051760707050561905,
-0.021831311285495758,
-0.0007871744455769658,
-0.014691713266074657,
-0.003802335588261485,
-0.006644425448030233,
-0.0111971665173769,
-0.003382445080205798,
0.07902929186820984,
0.0025693767238408327,
0.003519086167216301,
-0.04798635095357895,
0.009525339119136333,
0.030305009335279465,
0.016909610480070114,
0.017601607367396355,
0.02725001983344555,
0.011306185275316238,
-0.024376139044761658,
0.01565486565232277,
-0.00728760426864028,
0.022924616932868958,
-0.02138187177479267,
0.027177035808563232,
0.03282203525304794,
-0.03197580575942993,
0.017286067828536034,
-0.02261720597743988,
0.003552251262590289,
-0.013223802670836449,
0.025098426267504692,
-0.006394080817699432,
0.0185572300106287,
-0.01905713602900505,
0.0005646486533805728,
0.08242210745811462,
-0.007861162535846233,
0.023864274844527245,
-0.004552347585558891,
-0.011028350330889225,
-0.015643855556845665,
0.01353633776307106,
-0.0029541829135268927,
-0.011020131409168243,
-0.003518521785736084,
0.021856412291526794,
-0.013680774718523026,
0.03472956642508507,
-0.06938917189836502,
0.008993783965706825,
0.021669935435056686,
-0.015473377890884876,
0.021621499210596085,
0.03829009458422661,
0.02434256672859192,
0.0032197507098317146,
-0.030517272651195526,
0.018318021669983864,
-0.04866146296262741,
-0.015567068941891193,
0.02265581674873829,
0.011120003648102283,
-0.0027814724016934633,
-0.004507975187152624,
0.027992429211735725,
0.009036952629685402,
0.011604405008256435,
0.01867443136870861,
-0.018465619534254074,
-0.005086495541036129,
0.01262107864022255,
-0.013287834823131561,
0.030182475224137306,
-0.0009527627262286842,
0.005154662765562534,
-0.010360108688473701,
0.016655275598168373,
-0.01797584630548954,
0.003835205687209964,
-0.02980179898440838,
-0.03204973414540291,
-0.004343812353909016,
-0.0003210199356544763,
-0.0005517618847079575,
-0.021154163405299187,
0.03158091381192207,
-0.029926151037216187,
-0.0075131189078092575,
0.009463794529438019,
-0.010256769135594368,
-0.02195388451218605,
0.017903704196214676,
-0.012726286426186562,
-0.043612077832221985,
0.0313592329621315,
-0.011504098773002625,
-0.005496171303093433,
0.04459153860807419,
-0.015009501948952675,
-0.018574096262454987,
0.013550817966461182,
0.005498877726495266,
0.3875790536403656,
0.02521158754825592,
0.006529360078275204,
0.01520134974271059,
-0.019104812294244766,
0.009301192127168179,
0.01801467128098011,
0.04679395258426666,
-0.01168560329824686,
0.09170491248369217,
0.0034345253370702267,
-0.01671084202826023,
-0.014089405536651611,
-0.012821795418858528,
-0.020310789346694946,
0.022593339905142784,
0.012583025731146336,
-0.10140470415353775,
0.0008165661711245775,
-0.006686987355351448,
0.008256268687546253,
-0.007847234606742859,
-0.007194617763161659,
0.0025588958524167538,
0.02414524555206299,
0.009017790667712688,
-0.014582960866391659,
0.02652626298367977,
0.01672123186290264,
-0.015356572344899178,
-0.022632667794823647,
0.03213389962911606,
-0.014296069741249084,
-0.006869133096188307,
0.016171012073755264,
-0.012357553467154503,
0.03109784610569477,
0.018368663266301155,
-0.01475368533283472,
0.006284364964812994,
-0.001266191597096622,
0.017426107078790665,
-0.005344589706510305,
-0.007756374776363373,
0.009114009328186512,
0.011064022779464722,
0.020097628235816956,
0.01194540224969387,
0.03201094642281532,
0.020060278475284576,
-0.0010872466955333948,
0.041658915579319,
-0.03666606917977333,
-0.019872093573212624,
-0.017475897446274757,
-0.05646082013845444,
0.011153322644531727,
0.026179760694503784,
-0.01792086288332939,
0.011679255403578281,
0.018259862437844276,
-0.02158675715327263,
0.015876196324825287,
-0.018242698162794113,
-0.032532304525375366,
0.022854233160614967,
-0.09013327956199646,
-0.009267270565032959,
-0.03585488721728325,
0.00947612151503563,
0.005063183140009642,
-0.03278923034667969,
0.027879446744918823,
-0.010463844053447247,
0.013704892247915268,
-0.0006638094782829285,
-0.006869080942124128,
0.029454495757818222,
0.009441574104130268,
-0.006843739189207554,
-0.01241269800812006,
0.026594936847686768,
-0.009308705106377602,
-0.01102326437830925,
-0.004818239714950323,
0.014622083865106106,
-0.04772959277033806,
0.04936208203434944,
0.005579022224992514,
-0.0066959741525352,
0.021241016685962677,
-0.005869195330888033,
0.018853280693292618,
-0.0009042902383953333,
-0.02014550194144249,
0.0021098635625094175,
0.04634961113333702,
-0.004411454312503338,
0.007323838770389557,
-0.025755109265446663,
-0.012761339545249939,
0.02692149393260479,
-0.024990791454911232,
-0.004231459926813841,
0.0038552500773221254,
-0.004890970885753632,
-0.017879698425531387,
-0.016625357791781425,
0.018681442365050316,
-0.021155517548322678,
-0.009765839204192162,
0.005877169780433178,
-0.010805646888911724,
0.013707708567380905,
-0.014701041392982006,
-0.04155748710036278,
-0.1544523686170578,
-0.028824808076024055,
-0.0332215279340744,
0.0059395963326096535,
-0.08660318702459335,
0.009132983162999153,
-0.001200089929625392,
-0.03365977853536606,
-0.008162303827702999,
-0.033384621143341064,
-0.029832642525434494,
-0.017059754580259323,
-0.007702143397182226,
-0.012821379117667675,
-0.018783515319228172,
5.6376306019956246e-05,
-0.0009622924844734371,
-0.009447405114769936,
0.01539059728384018,
0.012506878934800625,
0.009284084662795067,
-0.005723368376493454,
-0.08353153616189957,
0.006902612745761871,
0.034227244555950165,
0.028011638671159744,
0.020743614062666893,
0.04666583612561226,
-0.02177070826292038,
-0.019343756139278412,
-0.00442028371617198,
0.0015575085999444127,
7.818456651875749e-05,
-0.005383825860917568,
-0.025260137394070625,
0.013972003944218159,
-0.012823333963751793,
-0.013509499840438366,
0.04056749492883682,
-0.001585754449479282,
-0.006991283968091011,
0.0005258170422166586,
0.011126305907964706,
0.03469136357307434,
-0.013251490890979767,
6.976586882956326e-05,
0.01944419927895069,
-0.038481730967760086,
-0.008391519077122211,
0.00260733044706285,
0.004803168587386608,
0.02940763533115387,
-0.00012137426529079676,
-0.12525531649589539,
0.008090547285974026,
0.00868192594498396,
0.029453003779053688,
0.039718277752399445,
-0.002528310054913163,
-0.0074537829495966434,
-0.01009329967200756,
-0.024222426116466522,
0.06119570508599281,
-0.010234365239739418,
0.013512037694454193,
-0.007016942836344242,
-0.021567126736044884,
-0.011317400261759758,
0.037511203438043594,
0.022811653092503548,
0.002740047872066498,
-0.020737269893288612,
0.035080522298812866,
0.014707482419908047,
0.0058319042436778545,
0.016228066757321358,
-0.029778262600302696,
0.020927023142576218,
0.01701362058520317,
-0.004922119434922934,
0.025382056832313538,
-0.016945810988545418,
-0.034401167184114456,
-0.028366971760988235
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Tâche du 19 mars à 10h55",
"overall_score": 0.8148148148148149,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 2,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T10:55:06.076216"
}
},
"loops": {},
"conditionals": {},
"references": []
}

625
data/training/live_sessions/workflows/Tâche du 19 mars à 10h56.json Normal file
View File

@@ -0,0 +1,625 @@
{
"workflow_id": "Tâche du 19 mars à 10h56",
"name": "Tâche du 19 mars à 10h56",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "OBSERVATION",
"created_at": "2026-03-19T10:56:35.244141",
"updated_at": "2026-03-19T10:56:35.244142",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (9 observations)",
"template": {
"window": {
"title_pattern": "Unknown",
"title_contains": "Unknown",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"q rechercher dans :rpa_vision",
"nouve lea- rpa vision. agent v1 x +",
"cb détails",
"lea - rpa vision agent v1",
"log"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 9
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 9,
"_prototype_vector": [
-0.017352309077978134,
0.005739747080951929,
-0.01896992325782776,
-0.00407075509428978,
0.012045236304402351,
-0.0024138859007507563,
0.021331416442990303,
-0.006511568557471037,
0.004424549639225006,
0.013728474266827106,
0.013728384859859943,
-0.006849715951830149,
-0.03349769860506058,
0.011092426255345345,
0.011767473071813583,
0.010449958965182304,
0.04111557826399803,
0.002738909563049674,
0.012705889530479908,
0.01218001265078783,
0.06139646843075752,
0.022520234808325768,
0.009951507672667503,
-0.0005780764040537179,
-0.02819976955652237,
-0.027319835498929024,
-0.004874821752309799,
0.015599815174937248,
-0.02757249027490616,
-0.01824345998466015,
-0.008092310279607773,
-0.004906167276203632,
-0.026209592819213867,
0.010774443857371807,
0.0026214357931166887,
0.000510979734826833,
-0.03205542266368866,
0.021841973066329956,
-0.0001235141680808738,
-0.13408954441547394,
-0.005877916235476732,
-0.025846321135759354,
-0.00033080714638344944,
-0.039671581238508224,
0.016198955476284027,
-0.013598041608929634,
0.0020243008621037006,
-0.019770096987485886,
0.01602311059832573,
0.040962569415569305,
0.00829205010086298,
-0.0031988895498216152,
0.004896416328847408,
-0.012772655114531517,
-0.008331558667123318,
0.03395456075668335,
0.008827190846204758,
-0.014505782164633274,
0.004384814295917749,
0.029241735115647316,
-0.004538851790130138,
0.005534819792956114,
-0.007967467419803143,
-0.012724725529551506,
-0.0008744333172217011,
-0.01401736680418253,
-0.021428318694233894,
-0.03685060888528824,
0.006594034377485514,
-0.03712669387459755,
0.034714315086603165,
-0.018090493977069855,
-0.002403480466455221,
-0.027301384136080742,
-0.010508835315704346,
-0.01112016849219799,
0.004216303583234549,
0.018981898203492165,
0.015487604774534702,
0.012242627330124378,
-0.017459174618124962,
0.015455681830644608,
0.005919337272644043,
-0.009044421836733818,
0.010248570702970028,
0.015001241117715836,
0.07301177084445953,
-0.008636796846985817,
-0.00022210273891687393,
-0.020037982612848282,
0.004547524731606245,
0.031026119366288185,
-0.5595862865447998,
-0.08565906435251236,
-0.017270691692829132,
-0.006381467916071415,
-0.026564577594399452,
-0.009340033866465092,
-0.008768745698034763,
-0.017078427597880363,
-0.009644106961786747,
-0.02467181161046028,
-0.04264223203063011,
0.0017562926514074206,
0.013116988353431225,
0.030370691791176796,
-0.20496688783168793,
-0.005545145366340876,
-0.035474393516778946,
0.013369891792535782,
0.004985637962818146,
-0.03216548636555672,
0.0018450949573889375,
-0.005727551411837339,
0.0027763526886701584,
-0.026432814076542854,
0.01591041311621666,
0.003143126843497157,
-0.012386471033096313,
0.009533303789794445,
-0.0027369982562959194,
0.010947215370833874,
-0.011851591989398003,
-0.010644569993019104,
0.0036296837497502565,
-0.010024335235357285,
0.004457001108676195,
-0.02831452339887619,
0.011181516572833061,
0.005769890267401934,
0.00983608327805996,
-0.02795700542628765,
-0.006219605449587107,
0.384245365858078,
-0.0020278317388147116,
0.007418435532599688,
-0.020700201392173767,
0.016555314883589745,
0.02899959124624729,
-0.0032948111183941364,
-0.004423432517796755,
0.007940881885588169,
0.00476895272731781,
-0.010472413152456284,
-0.01654008775949478,
0.01454077661037445,
0.006801506504416466,
0.08996231108903885,
0.006109204143285751,
-0.010691748932003975,
-0.0033915075473487377,
-0.020662276074290276,
-0.01547582820057869,
-0.00585760734975338,
-0.03768691048026085,
-0.05168665573000908,
0.011264899745583534,
0.038423988968133926,
0.033683836460113525,
0.0015336419455707073,
0.02697630785405636,
-0.0020677284337580204,
0.016386033967137337,
0.017176132649183273,
0.027964496985077858,
-0.031533658504486084,
0.018278151750564575,
0.02066463604569435,
0.007770916447043419,
-0.018090015277266502,
-0.0044817328453063965,
0.015326342545449734,
0.004625883884727955,
0.0017594044329598546,
0.01802852563560009,
-0.012771863490343094,
0.029833197593688965,
0.001278792740777135,
0.0742097795009613,
-0.0411258302628994,
-0.004380072001367807,
-0.005354966036975384,
-0.011692313477396965,
-0.0024101492017507553,
-0.015192065387964249,
-0.0019634191412478685,
0.017452899366617203,
-0.0010429102694615722,
-0.0034472779370844364,
-0.0052938805893063545,
0.00023262391914613545,
-0.033656902611255646,
-0.01606176421046257,
-0.022194791585206985,
0.01266777515411377,
0.0267094224691391,
0.0013708126498386264,
0.005781232379376888,
0.002444256329908967,
-0.010134217329323292,
-0.00981714017689228,
0.008644753135740757,
-0.019211316481232643,
-0.01259235292673111,
0.00299727451056242,
0.0015643808292225003,
-0.01739330030977726,
0.0042331283912062645,
-0.002256684936583042,
0.014995933510363102,
-0.04399855434894562,
-0.023535175248980522,
-0.012918343767523766,
-0.008190612308681011,
-0.008251462131738663,
0.0016372936079278588,
-0.0026671483647078276,
0.00696288887411356,
0.10463623702526093,
-0.0037978815380483866,
0.01517095323652029,
-0.05175174027681351,
0.012101953849196434,
0.02158369868993759,
0.018374942243099213,
0.022729892283678055,
0.026591487228870392,
0.02119331993162632,
-0.012582480907440186,
0.007913555018603802,
-0.01631062477827072,
0.01075753290206194,
-0.011670970357954502,
0.04207442328333855,
0.018947452306747437,
-0.027446700260043144,
0.015296757221221924,
-0.0064439671114087105,
0.005108848214149475,
-0.00916369166225195,
0.020789647474884987,
-0.008093603886663914,
0.021833427250385284,
-0.039438553154468536,
0.001491587609052658,
0.07328055053949356,
-0.002644652035087347,
0.01911705732345581,
-0.00902619305998087,
-0.006104531232267618,
-0.004032358527183533,
0.0028686008881777525,
-0.002702713245525956,
-0.0068929498083889484,
0.0027942906599491835,
0.023491282016038895,
-0.013952106237411499,
0.03687133640050888,
-0.08820589631795883,
0.002176282461732626,
0.013438243418931961,
-0.017661815509200096,
0.023571712896227837,
0.05799983814358711,
0.02846156433224678,
-0.008433407172560692,
-0.01514165848493576,
0.005520222708582878,
-0.03885721415281296,
-0.008560502901673317,
0.031218236312270164,
0.019124336540699005,
-0.009344431571662426,
0.005963881500065327,
0.027058187872171402,
0.023273034021258354,
0.002532027196139097,
0.028805645182728767,
-0.008605497889220715,
-0.0016753457020968199,
0.008209125138819218,
-0.01759677194058895,
0.009511129930615425,
0.002297802595421672,
0.012893042527139187,
0.002106411848217249,
0.060281749814748764,
-0.015555948950350285,
-0.01327616348862648,
-0.032882384955883026,
-0.03030754067003727,
-0.008809372782707214,
-0.008340216241776943,
-0.0020359402988106012,
-0.030741041526198387,
0.03308327496051788,
-0.044912729412317276,
-0.00999259389936924,
0.016302501782774925,
-0.012542203068733215,
-0.02381579391658306,
0.007600928656756878,
-0.020421354100108147,
-0.0458332821726799,
0.03462151065468788,
-0.0058503649197518826,
0.007731795776635408,
0.03985380753874779,
-0.024814406409859657,
-0.021180082112550735,
0.00016383892216254026,
0.008608421310782433,
0.3838963806629181,
0.020328659564256668,
-0.009639112278819084,
0.0026123495772480965,
-0.023070769384503365,
0.0034714348148554564,
0.025249188765883446,
0.05299660563468933,
-0.013403624296188354,
0.12653157114982605,
0.004463268909603357,
-0.014484645798802376,
-0.019460897892713547,
-0.008268801495432854,
-0.027883529663085938,
0.018986482173204422,
0.017389466986060143,
-0.11529988050460815,
-0.008357911370694637,
0.004378862213343382,
0.004072827287018299,
-0.008519371040165424,
-0.009476395323872566,
0.00259329192340374,
0.02086256444454193,
0.01344338245689869,
-0.014453600160777569,
0.020949631929397583,
0.029046373441815376,
-0.012097387574613094,
-0.01994822919368744,
0.03112891875207424,
-0.02557474374771118,
0.00027696226607076824,
0.017336580902338028,
-0.020550040528178215,
0.02761133760213852,
0.031602952629327774,
0.001136842998676002,
0.006901740562170744,
-0.005184876266866922,
0.028250619769096375,
0.009981950744986534,
-0.02455105632543564,
0.016851535066962242,
0.0410318523645401,
0.0218880046159029,
0.0035466994158923626,
0.036695439368486404,
0.0034268212039023638,
-0.008940979838371277,
0.03973299264907837,
-0.051703181117773056,
-0.024974890053272247,
-0.01977371983230114,
-0.051954612135887146,
-0.0005730976699851453,
0.01087645161896944,
-0.016352392733097076,
0.022202786058187485,
0.01573319174349308,
-0.007842936553061008,
0.02119676023721695,
-0.021242192015051842,
-0.032047733664512634,
0.03092297352850437,
-0.08374763280153275,
-0.010259823873639107,
-0.029285620898008347,
0.00795722845941782,
-0.003960211295634508,
-0.02162924036383629,
0.0235710758715868,
-0.014684546738862991,
0.024801606312394142,
-0.02074870653450489,
0.0005306890816427767,
0.007518799044191837,
0.009253539144992828,
-0.0030178807210177183,
-0.008366073481738567,
0.034699078649282455,
0.0009975299471989274,
-0.01054918672889471,
-0.006404573563486338,
0.019882572814822197,
-0.04145130515098572,
0.030376600101590157,
-0.007179316133260727,
-0.004342160653322935,
0.030560601502656937,
-0.005339654162526131,
0.037703465670347214,
0.005122840404510498,
-0.028227439150214195,
-0.0022010786924511194,
0.056950267404317856,
0.003630151506513357,
0.002734111389145255,
-0.02250206656754017,
-0.0015708174323663116,
0.02879202365875244,
-0.022345010191202164,
-0.003375997534021735,
0.008198298513889313,
-0.0034267068840563297,
-0.016085144132375717,
-0.01050365250557661,
0.01995442993938923,
-0.021946998313069344,
0.0011332653230056167,
0.016757357865571976,
-0.006319086067378521,
0.014695493504405022,
-0.01750628650188446,
-0.062005918473005295,
-0.11214727908372879,
-0.03795493021607399,
-0.03537724167108536,
-0.001854547648690641,
-0.10267461091279984,
-0.0015579499304294586,
0.00024452191428281367,
-0.019570503383874893,
-0.018203485757112503,
-0.03347957134246826,
-0.020473461598157883,
-0.011026870459318161,
-0.012494768016040325,
-0.015936385840177536,
-0.019567955285310745,
-0.00876341387629509,
0.014994045719504356,
-0.007853416725993156,
0.012513377703726292,
0.01054092776030302,
0.014998040162026882,
-0.009551062248647213,
-0.09537237882614136,
-0.012363790534436703,
0.03530895709991455,
0.0357019416987896,
0.022536329925060272,
0.0256288331001997,
-0.025582468137145042,
-0.016243476420640945,
0.009925689548254013,
-0.0016027408419176936,
-0.010341896675527096,
-0.00799281895160675,
-0.018465789034962654,
0.0003301016113255173,
-0.022024337202310562,
-0.01273183710873127,
0.04440337419509888,
-0.0007081548101268709,
-0.0022143807727843523,
-0.005600988399237394,
0.018295856192708015,
0.03823916241526604,
-0.023761920630931854,
0.01034326571971178,
0.014676077291369438,
-0.03152410686016083,
-0.007925174199044704,
0.0074796793051064014,
-0.008843665942549706,
0.028608107939362526,
0.014274010434746742,
-0.10240653902292252,
0.010296712629497051,
-0.00765254395082593,
0.021478207781910896,
0.03911740705370903,
-0.002911718562245369,
-0.02178453840315342,
-0.0016374150291085243,
-0.03312181681394577,
0.05604270100593567,
-0.020729506388306618,
0.011248216032981873,
-0.015344628132879734,
-0.01696625165641308,
-0.010905774310231209,
0.05189387500286102,
0.0031039335299283266,
0.00419481098651886,
-0.0299445278942585,
0.02285180054605007,
0.009031779132783413,
0.003272299189120531,
0.009829623624682426,
-0.02443745546042919,
0.015852775424718857,
0.024225963279604912,
-0.009875944815576077,
0.025143185630440712,
0.014986900612711906,
-0.03368832916021347,
-0.01063467375934124
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Tâche du 19 mars à 10h56",
"overall_score": 0.6296296296296297,
"is_production_ready": false,
"cluster_count": 0,
"outlier_count": 2,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques"
],
"created_at": "2026-03-19T10:56:35.244451"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Tâche du 19 mars à 10h58.json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Tâche du 19 mars à 10h58",
"name": "Tâche du 19 mars à 10h58",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T10:58:01.116829",
"updated_at": "2026-03-19T10:58:01.116829",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (10 observations)",
"template": {
"window": {
"title_pattern": "Unknown",
"title_contains": "Unknown",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"x +",
"cepc > os(c:) > rpa_vision >",
"q rechercher dans :rpa_vision",
"nouveau d u",
"cb détails",
"nom",
"modifié le",
"type"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 10
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 10,
"_prototype_vector": [
-0.022537382319569588,
0.001010035746730864,
-0.02549377642571926,
0.009772692807018757,
0.003235181327909231,
-0.007223472464829683,
0.01961023174226284,
0.0409478060901165,
-0.008294738829135895,
0.01648591086268425,
0.03533563017845154,
-0.012129122391343117,
-0.037162330001592636,
0.009566914290189743,
0.012711727060377598,
0.0003502625331748277,
0.014663386158645153,
0.010581361129879951,
0.01571589708328247,
0.019608883187174797,
0.06313160806894302,
0.009744130074977875,
0.01350322738289833,
0.01825268752872944,
-0.012328648939728737,
0.001577469753101468,
0.007534763775765896,
-0.00872698612511158,
-0.034285709261894226,
-0.019473955035209656,
-0.0026206811890006065,
-0.0026089022867381573,
-0.048771847039461136,
0.025600196793675423,
0.018884537741541862,
0.012290981598198414,
-0.021738993003964424,
-0.01056315004825592,
-0.023497523739933968,
-0.0963859111070633,
-0.0017704773927107453,
-0.029800105839967728,
0.02396278828382492,
-0.013873742893338203,
0.017250537872314453,
0.010887585580348969,
-0.024287249892950058,
-0.008296675980091095,
0.005148020107299089,
-0.0007595735369250178,
0.016291027888655663,
0.00233457051217556,
0.007778272498399019,
0.009520933032035828,
-0.011473478749394417,
0.0039973570965230465,
-0.00016580833471380174,
-0.006852045189589262,
0.01026364229619503,
0.02532774768769741,
-0.013010517694056034,
-0.006641197483986616,
-0.010334950871765614,
0.000565439579077065,
-0.0076249404810369015,
-0.012524472549557686,
-0.028360649943351746,
-0.05488872155547142,
-0.013885552994906902,
-0.026354892179369926,
0.03224547207355499,
-0.017939293757081032,
0.015665823593735695,
-0.02288179285824299,
0.004483326338231564,
-0.028011785820126534,
-0.0034117745235562325,
0.023679520934820175,
-0.004770359955728054,
-0.0006250925362110138,
-0.020831244066357613,
-0.014103342778980732,
0.0013289578491821885,
0.0047827549278736115,
0.03253195062279701,
0.03297705948352814,
0.057916268706321716,
-0.03281683474779129,
-0.018627194687724113,
-0.02371545135974884,
0.027113210409879684,
0.02832958661019802,
-0.5685878396034241,
-0.062288034707307816,
0.003309701569378376,
-0.006309585180133581,
-0.018748031929135323,
0.01194152794778347,
0.004712766036391258,
-0.047098442912101746,
-0.003948710393160582,
-0.007791765034198761,
-0.021669309586286545,
0.00572696840390563,
0.019585175439715385,
0.047353338450193405,
-0.2107984721660614,
-0.004588544834405184,
-0.010399759747087955,
0.009138744324445724,
-0.002057848498225212,
-0.004693315364420414,
-0.002843649359419942,
0.003101501613855362,
0.01580301858484745,
-0.028818437829613686,
-0.00589611753821373,
0.013951608911156654,
-0.013352415524423122,
-0.008951646275818348,
-0.006031396798789501,
0.006841639056801796,
-0.006321135442703962,
-0.004754377529025078,
-0.0019523139344528317,
-0.0015872085932642221,
0.014305508695542812,
-0.0311991348862648,
0.007315696217119694,
-0.012601643800735474,
-0.0006546988151967525,
-0.04801173508167267,
-0.0026143277063965797,
0.3934656083583832,
-0.002559087472036481,
0.01349806971848011,
-0.014700942672789097,
-0.0042708441615104675,
0.02729680947959423,
-0.004163593519479036,
-0.017089800909161568,
0.0052701812237501144,
0.008220106363296509,
-0.011491943150758743,
-0.0049469973891973495,
0.005046889651566744,
0.0011364842066541314,
0.08297286927700043,
-0.010082653723657131,
0.0027046073228120804,
-0.011693316511809826,
-0.01938406564295292,
-0.010972467251121998,
-0.008252764120697975,
-0.036200519651174545,
-0.0373605377972126,
0.04558970406651497,
0.019528446719050407,
0.014940750785171986,
0.007296284660696983,
0.03407752513885498,
0.0008226103964261711,
0.017429716885089874,
0.014666053466498852,
0.008603165857493877,
-0.0069354320876300335,
0.021303320303559303,
0.04185642674565315,
0.004355134442448616,
-0.013602842576801777,
0.009119907394051552,
-0.017838845029473305,
-0.012831166386604309,
-0.0014327209210023284,
0.022953305393457413,
-0.002373679541051388,
0.058899808675050735,
0.00425033550709486,
0.07822926342487335,
-0.03944484144449234,
-0.002017791150137782,
-0.0007034758455120027,
-0.017404474318027496,
0.018030749633908272,
0.0021688451524823904,
-0.003083002520725131,
0.002100605983287096,
-0.011517188511788845,
-0.0008090203045867383,
-0.018357615917921066,
-0.013465647585690022,
-0.034827180206775665,
-0.018465543165802956,
-0.02605893835425377,
0.008940803818404675,
0.018273191526532173,
0.001056174747645855,
-0.0035098500084131956,
-0.0007381690084002912,
-0.002990283304825425,
0.025568155571818352,
0.0025363750755786896,
-0.018825219944119453,
0.003335186280310154,
0.012540129944682121,
0.010243576020002365,
0.0006559276371262968,
-0.0048019178211688995,
-0.018938878551125526,
0.022369366139173508,
-0.053355079144239426,
-0.044149525463581085,
0.001081967493519187,
-0.017985325306653976,
-0.005323717370629311,
-0.014350990764796734,
-0.009108705446124077,
-0.0018159697065129876,
0.08006469160318375,
-0.012477190233767033,
0.002786952070891857,
-0.03512685000896454,
-0.007905696518719196,
0.01339944638311863,
0.0227253045886755,
0.010100571438670158,
0.02504674531519413,
-0.0010202242992818356,
-0.006920990534126759,
0.015893487259745598,
0.0026703805197030306,
0.014753292314708233,
-0.013538440689444542,
0.030265958979725838,
0.033027611672878265,
-0.02001253515481949,
0.007602239027619362,
-0.02178112044930458,
0.011252379976212978,
-0.01335339155048132,
0.022541604936122894,
-0.0007872598944231868,
0.03123840130865574,
-0.02931821718811989,
-0.017752423882484436,
0.050150271505117416,
0.004709494765847921,
0.025381891056895256,
-0.005425377283245325,
-0.0016347557539120317,
-0.017280099913477898,
0.018098346889019012,
-0.00823343824595213,
-0.009693894535303116,
-0.008003858849406242,
0.018298281356692314,
-0.013071148656308651,
0.04434182122349739,
-0.0558982789516449,
-0.005114322062581778,
0.009976561181247234,
-0.009867568500339985,
0.011984189972281456,
0.040891680866479874,
0.042254477739334106,
0.014584334567189217,
-0.030939849093556404,
0.025155818089842796,
-0.04452703520655632,
-0.009975009597837925,
0.012828200124204159,
-0.026356885209679604,
-0.007582410238683224,
0.015942281112074852,
0.03215087950229645,
0.028017334640026093,
0.01390394102782011,
0.0027338312938809395,
-0.016946053132414818,
-0.0022561862133443356,
0.011275175958871841,
0.0008847215212881565,
0.04468226805329323,
-0.01600026898086071,
-0.008825014345347881,
-0.03328971937298775,
-0.007878308184444904,
-0.015438852831721306,
0.006467029452323914,
-0.020223982632160187,
-0.04117121174931526,
0.003757914062589407,
-0.008151739835739136,
-0.0035863015800714493,
-0.020045189186930656,
0.008196447975933552,
-0.02785232663154602,
-0.0040022945031523705,
-0.0005487163434736431,
-0.0027984967455267906,
-0.016308417543768883,
0.005130525678396225,
-0.008374083787202835,
-0.04251754656434059,
0.03185320273041725,
0.0013169567100703716,
-0.006383446045219898,
0.04337291419506073,
-0.005343487486243248,
-0.023960376158356667,
0.015340051613748074,
0.013329857029020786,
0.39303451776504517,
0.03204140439629555,
0.004633601289242506,
0.006512905471026897,
-0.009851161390542984,
0.02435077726840973,
0.00045713302097283304,
0.05060626193881035,
-0.012326504103839397,
0.10168943554162979,
-0.0003162666689604521,
-0.019353823736310005,
-0.009545521810650826,
-0.0035983254201710224,
-0.03534789755940437,
0.028506536036729813,
0.018984686583280563,
-0.09895069897174835,
0.003315322333946824,
-0.012765719555318356,
-0.0064542596228420734,
-0.009479385800659657,
-0.0069771381095051765,
0.0003294573107268661,
0.046535756438970566,
-0.0069174813106656075,
-0.01042600441724062,
0.026511317119002342,
0.005963839590549469,
-0.007465870585292578,
-0.022267254069447517,
0.03531920537352562,
-0.0059299226850271225,
-0.015530777163803577,
0.0030150043312460184,
0.008735044859349728,
0.04205140843987465,
0.013081365264952183,
-0.007661832962185144,
0.01520727388560772,
0.001301879994571209,
0.005311685614287853,
-0.00018350825121160597,
-0.006249784491956234,
-0.008298242464661598,
0.005297329276800156,
0.019796771928668022,
-0.0008152879890985787,
0.02996404655277729,
0.026137422770261765,
-0.0012461793376132846,
0.027188939973711967,
-0.06535918265581131,
-0.028368201106786728,
0.008797592483460903,
-0.03937322646379471,
0.002621677238494158,
0.014681081287562847,
-0.02444799244403839,
0.005038223695009947,
0.024017998948693275,
-0.01124252937734127,
0.00043019565055146813,
-0.01651371270418167,
-0.01144261285662651,
0.02370913326740265,
-0.07516060769557953,
-0.014107050374150276,
-0.031107839196920395,
0.014072752557694912,
0.018157754093408585,
-0.025353027507662773,
0.03153354674577713,
0.0006694013136439025,
0.012530291453003883,
-0.004671873524785042,
-0.006340556778013706,
0.006107525900006294,
-0.003203800180926919,
-0.0071732038632035255,
-0.018348636105656624,
0.021977968513965607,
-0.005021193530410528,
0.008603068068623543,
0.0051637012511491776,
-0.005230964161455631,
-0.04535476118326187,
0.05658695101737976,
-0.0031920582987368107,
-0.013965931721031666,
0.023158395662903786,
-0.012593752704560757,
0.005673256237059832,
-0.004183277487754822,
-0.011971795931458473,
-0.014459269121289253,
0.040353674441576004,
-0.02016998827457428,
0.014675316400825977,
-0.0329681821167469,
-0.01858791708946228,
0.031153826043009758,
-0.03331916406750679,
-0.02246883325278759,
-0.0012017175322398543,
0.009648308157920837,
-0.004094794858247042,
-0.018699005246162415,
0.0197927076369524,
-0.01581519842147827,
-0.0014537540264427662,
0.005691549740731716,
-0.016062643378973007,
-0.0016033604042604566,
-0.005896915681660175,
-0.032539334148168564,
-0.1615610271692276,
-0.01635923609137535,
-0.03135916590690613,
0.013453293591737747,
-0.05203177034854889,
0.009386586956679821,
-0.0055433614179492,
-0.03329753130674362,
-0.005863929633051157,
-0.02702113799750805,
-0.023664068430662155,
-0.02008158154785633,
-0.003911567386239767,
-0.011578051373362541,
-0.01639166846871376,
0.0035633151419460773,
0.0013910422567278147,
-0.009804289788007736,
0.008235584944486618,
-0.0073059434071183205,
-0.009131358005106449,
-0.003872330067679286,
-0.08155793696641922,
0.022030256688594818,
0.04406732693314552,
0.025744576007127762,
0.01759381964802742,
0.049756623804569244,
-0.022708751261234283,
-0.02937878668308258,
-0.008290732279419899,
-0.009770135395228863,
0.00043960573384538293,
0.008157978765666485,
-0.015337117947638035,
0.008298722095787525,
-0.003780618542805314,
-0.024017078801989555,
0.01783183217048645,
0.00016088712436612695,
-0.008816568180918694,
-0.0017900133971124887,
0.01521418709307909,
0.02223094552755356,
-0.024362878873944283,
-0.0010195246431976557,
0.018118396401405334,
-0.035934075713157654,
-0.022260671481490135,
-0.00824759341776371,
0.0011016782373189926,
0.040470752865076065,
0.000948153727222234,
-0.11384061723947525,
0.01296622958034277,
-0.007092197425663471,
0.03090249001979828,
0.038684945553541183,
-0.00992073118686676,
-0.0076706926338374615,
-0.004838922992348671,
-0.02833898365497589,
0.05883588269352913,
-0.005838404409587383,
0.021612511947751045,
-0.017097454518079758,
-0.039898041635751724,
-0.014302230440080166,
0.05467865243554115,
0.050105586647987366,
-0.0070363860577344894,
-0.014424319379031658,
0.04403956979513168,
0.02358144335448742,
-0.00020663283066824079,
0.015833282843232155,
-0.022626185789704323,
0.03972044214606285,
0.02587384730577469,
0.006963225081562996,
0.023342538625001907,
-0.018302898854017258,
-0.014830787666141987,
-0.029860930517315865
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Tâche du 19 mars à 10h58",
"overall_score": 0.8333333333333333,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 1,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T10:58:01.117312"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Tâche du 19 mars à 11h44.json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Tâche du 19 mars à 11h44",
"name": "Tâche du 19 mars à 11h44",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T11:44:47.397963",
"updated_at": "2026-03-19T11:44:47.397964",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (11 observations)",
"template": {
"window": {
"title_pattern": "Unknown",
"title_contains": "Unknown",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"q rechercher dans :rpa_vision",
"nouve lea- rpa vision. agent v1 x +",
"cb détails",
"réseau",
"a linux"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 11
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 11,
"_prototype_vector": [
-0.017843738198280334,
-0.0007907830877229571,
-0.025164753198623657,
-0.006679108832031488,
0.013135707937180996,
0.002448173239827156,
0.021720122545957565,
0.011784072034060955,
0.003448476316407323,
0.018265889957547188,
0.018689502030611038,
-0.0038390515837818384,
-0.037111371755599976,
0.005596560891717672,
0.004532455932348967,
0.012749633751809597,
0.03334633260965347,
0.01055254228413105,
0.01589060015976429,
0.011187799274921417,
0.0664755180478096,
0.02790263667702675,
0.010674146004021168,
0.009543057531118393,
-0.02137717418372631,
-0.016971062868833542,
-0.004777207039296627,
0.021450189873576164,
-0.038526877760887146,
-0.013587718829512596,
-0.016203047707676888,
0.0007150461315177381,
-0.02784348465502262,
0.021445780992507935,
0.01236689742654562,
0.005473894998431206,
-0.020050374791026115,
0.01810353249311447,
0.008663788437843323,
-0.14772261679172516,
-0.012902945280075073,
-0.03269507735967636,
-0.004358927719295025,
-0.03485032543540001,
0.009655785746872425,
-0.02844066172838211,
-0.005598708055913448,
-0.016357390210032463,
0.02145828865468502,
0.0366290919482708,
0.005824332591146231,
0.0004756558919325471,
0.004861446097493172,
-0.008120391517877579,
-0.017024695873260498,
0.027792517095804214,
0.017620671540498734,
-0.005255437921732664,
0.009801982901990414,
0.02520795539021492,
-0.01741962321102619,
0.006859032902866602,
-0.00640473747625947,
-0.01745179481804371,
-0.0022044917568564415,
-0.023274090141057968,
-0.02291671186685562,
-0.032975271344184875,
0.0006295785424299538,
-0.03530322015285492,
0.04721765220165253,
-0.015660014003515244,
0.004376852419227362,
-0.026493608951568604,
-0.004915833007544279,
-0.01349588856101036,
0.009737547487020493,
0.018598608672618866,
0.006011439952999353,
0.005374377127736807,
-0.016421597450971603,
0.021056365221738815,
0.0065668788738548756,
-0.006854011211544275,
0.006629302632063627,
0.012373493984341621,
0.0841677188873291,
-0.011378210037946701,
0.001141312881372869,
-0.02061491273343563,
0.004556923173367977,
0.02654303051531315,
-0.5440089106559753,
-0.07691830396652222,
-0.0161112230271101,
-0.007714427541941404,
-0.028628908097743988,
-0.009343298152089119,
-0.0002826960408128798,
-0.020800206810235977,
-0.011479811742901802,
-0.021842626854777336,
-0.039467718452215195,
-0.00419896375387907,
0.01030509639531374,
0.027299899607896805,
-0.2095601111650467,
-0.014068725518882275,
-0.019346514716744423,
0.01376737654209137,
0.002051284769549966,
-0.021415354683995247,
-0.0017907669534906745,
-0.009496581740677357,
0.005821179132908583,
-0.028812337666749954,
0.017345193773508072,
0.0062691038474440575,
-0.0133468396961689,
0.008508235216140747,
0.009408757090568542,
0.011199990287423134,
-0.0020543336868286133,
-0.006088017486035824,
0.0005864829290658236,
-0.005994850769639015,
0.008651948533952236,
-0.026234399527311325,
0.016017001122236252,
0.006837467662990093,
0.010795780457556248,
-0.03275065869092941,
-0.0058561828918755054,
0.3824045956134796,
-0.003944877535104752,
0.003991706296801567,
-0.02720930613577366,
0.0161065012216568,
0.02547149918973446,
-0.005717953201383352,
-0.004240889567881823,
0.00032076635397970676,
-0.0009595365263521671,
-0.011617236770689487,
-0.01488920021802187,
0.011957270093262196,
0.009087957441806793,
0.08616729080677032,
0.010364605113863945,
-0.00859464704990387,
-0.006498713977634907,
-0.018556375056505203,
-0.013662023469805717,
-0.0150214284658432,
-0.030466847121715546,
-0.057913731783628464,
0.026130354031920433,
0.04132877662777901,
0.024563152343034744,
-0.003433862002566457,
0.026108762249350548,
0.004644718952476978,
0.01866677775979042,
0.01979452185332775,
0.02769429050385952,
-0.032068487256765366,
0.02624448388814926,
0.02869356796145439,
0.004580672364681959,
-0.01960853859782219,
-0.001277573755942285,
-0.000761865230742842,
-0.007090657018125057,
-0.0019423700869083405,
0.01936262473464012,
-0.012588556855916977,
0.0309869684278965,
0.009920154698193073,
0.08670918643474579,
-0.03910539671778679,
0.0046859788708388805,
-0.004649650305509567,
-0.011460661888122559,
-0.009584919549524784,
-0.007101354189217091,
0.0026171153876930475,
0.015117984265089035,
-0.008404016494750977,
-0.0024286857806146145,
-0.012838440015912056,
0.003817527322098613,
-0.03314461559057236,
-0.012133505195379257,
-0.029473094269633293,
0.008681315928697586,
0.024356188252568245,
0.008418869227170944,
0.0015198392793536186,
0.000192912615602836,
-0.00978458859026432,
-0.0009163065114989877,
0.014609988778829575,
-0.015286838635802269,
-0.01843695528805256,
0.009769403375685215,
0.00860679242759943,
-0.01669333688914776,
0.0027709826827049255,
-0.008124132640659809,
0.016321541741490364,
-0.03980768471956253,
-0.027904607355594635,
-0.001404040609486401,
-0.015213556587696075,
-0.010564364492893219,
0.010489593259990215,
-0.003835063660517335,
1.4220318007573951e-05,
0.10310757160186768,
-0.004070004913955927,
0.017385436221957207,
-0.05588933080434799,
0.013758424669504166,
0.028046127408742905,
0.007148368284106255,
0.02164948359131813,
0.03297822177410126,
0.018189961090683937,
-0.01307497825473547,
0.01046745479106903,
-0.021619630977511406,
0.02527790516614914,
-0.0061758593656122684,
0.04261727258563042,
0.023448998108506203,
-0.032463058829307556,
0.01315219048410654,
-0.016228392720222473,
-0.00032070843735709786,
-0.014492676593363285,
0.02268180251121521,
-0.011678727343678474,
0.02371983602643013,
-0.027940763160586357,
0.00011527613969519734,
0.08207260072231293,
-0.0027310855221003294,
0.017872191965579987,
-0.01305655762553215,
0.0019679544493556023,
-0.008387105539441109,
0.008891641162335873,
0.0010229849722236395,
-0.016205012798309326,
-0.004492598585784435,
0.019223419949412346,
-0.012605379335582256,
0.0322045274078846,
-0.08797334879636765,
0.005791627801954746,
0.016035890206694603,
-0.01629789173603058,
0.020924123004078865,
0.043822918087244034,
0.029143471270799637,
-0.0023799727205187082,
-0.023780545219779015,
0.014224047772586346,
-0.03727284446358681,
-0.02207908034324646,
0.0263068825006485,
0.01239753607660532,
-0.013888361863791943,
0.0012229189742356539,
0.02763327583670616,
0.02272258885204792,
0.007539147511124611,
0.026464009657502174,
-0.010973019525408745,
-0.0017738150199875236,
0.010716680437326431,
-0.01530978549271822,
0.01722102239727974,
0.0005661988980136812,
0.008724718354642391,
-0.0005335374735295773,
0.053795769810676575,
-0.020729392766952515,
-0.014254759065806866,
-0.0322481170296669,
-0.033315159380435944,
-0.00392039492726326,
-0.012421857565641403,
0.006303238216787577,
-0.029551927000284195,
0.035685766488313675,
-0.032412342727184296,
-0.016017289832234383,
0.00012089911615476012,
-0.015007379464805126,
-0.021787844598293304,
0.009997387416660786,
-0.011638914234936237,
-0.04185336455702782,
0.03106144443154335,
-0.002528910059481859,
0.0012976343277841806,
0.03766639903187752,
-0.01757766306400299,
-0.019500544294714928,
0.0021461269352585077,
0.007157742977142334,
0.38204652070999146,
0.016988560557365417,
-0.01070968434214592,
0.005625868681818247,
-0.021742049604654312,
0.005876942537724972,
0.02811511792242527,
0.051183100789785385,
-0.012433511205017567,
0.13140887022018433,
0.004057255107909441,
-0.005428228061646223,
-0.014516858384013176,
-0.016811907291412354,
-0.02526164799928665,
0.016781417652964592,
0.009822732768952847,
-0.12448010593652725,
-0.009311357513070107,
-0.0024889579508453608,
0.004783855751156807,
-0.00611919118091464,
-0.013988510705530643,
0.007098176516592503,
0.027711588889360428,
0.011884192004799843,
-0.01536677498370409,
0.029978377744555473,
0.02702597714960575,
-0.013762162066996098,
-0.02247745357453823,
0.02271287702023983,
-0.015268834307789803,
-0.010798838920891285,
0.01805204525589943,
-0.014280365779995918,
0.03327678516507149,
0.03136173263192177,
-0.013001056388020515,
0.006600223481655121,
0.0023811962455511093,
0.022094329819083214,
0.0017738775350153446,
-0.012975546531379223,
0.01650179922580719,
0.022434191778302193,
0.023358460515737534,
0.002567369258031249,
0.03220397233963013,
0.007974219508469105,
-0.00967491790652275,
0.046090513467788696,
-0.03945758566260338,
-0.024255089461803436,
-0.020320923998951912,
-0.053467508405447006,
0.004331063944846392,
0.013804497197270393,
-0.01462576910853386,
0.01779651641845703,
0.010580270551145077,
-0.009806280955672264,
0.022954778745770454,
-0.015763582661747932,
-0.021715642884373665,
0.03331586718559265,
-0.07510887831449509,
-0.009878112003207207,
-0.034311652183532715,
0.012167895212769508,
0.004823604132980108,
-0.031100651249289513,
0.022324923425912857,
-0.009065410122275352,
0.023748399689793587,
-0.013224761001765728,
0.0001758126018103212,
0.037098247557878494,
0.013491672463715076,
-0.003380156122148037,
-0.014070050790905952,
0.029557552188634872,
0.0061196801252663136,
-0.015452411957085133,
-0.009169504046440125,
0.03124936670064926,
-0.04961687698960304,
0.03740192577242851,
-0.006853004451841116,
-0.005682111252099276,
0.027996297925710678,
-0.0036817339714616537,
0.0321483351290226,
-0.0027000580448657274,
-0.023775853216648102,
-0.0013801853638142347,
0.05721375718712807,
0.0018770084716379642,
0.0018056032713502645,
-0.032714057713747025,
0.0013782876776531339,
0.030924227088689804,
-0.026971859857439995,
-0.004199895076453686,
0.006881807930767536,
0.002644697204232216,
-0.015312417410314083,
-0.015209795907139778,
0.01849023997783661,
-0.02199731022119522,
0.007688004057854414,
0.012017454020678997,
-0.007559191435575485,
0.018706008791923523,
-0.01359808724373579,
-0.06399282068014145,
-0.13560068607330322,
-0.03015315905213356,
-0.036579620093107224,
-0.0016379640437662601,
-0.08982677757740021,
0.002271178411319852,
-6.786243466194719e-05,
-0.026990562677383423,
-0.011155441403388977,
-0.0417386032640934,
-0.025246649980545044,
-0.01349685899913311,
-0.007296915631741285,
-0.015766801312565804,
-0.015269525349140167,
0.002105703577399254,
0.015495999716222286,
-0.011408587917685509,
0.010149889625608921,
0.01734941266477108,
0.008719409815967083,
-0.016894502565264702,
-0.09439585357904434,
-0.006892522796988487,
0.039699871093034744,
0.032494720071554184,
0.02030649036169052,
0.034261517226696014,
-0.02506491169333458,
-0.025878680869936943,
0.01368370745331049,
0.00274523813277483,
-0.0025637526996433735,
-0.011036564595997334,
-0.02225174754858017,
0.003674855688586831,
-0.022723326459527016,
-0.0031958133913576603,
0.04027817025780678,
-0.007628666702657938,
-0.003590037114918232,
-0.00399238895624876,
0.01185542531311512,
0.039433300495147705,
-0.023585615679621696,
0.007904180325567722,
0.014821590855717659,
-0.03495297208428383,
-0.005274541210383177,
-0.00021218493930064142,
0.0008634424302726984,
0.033519767224788666,
0.011873680166900158,
-0.11675151437520981,
0.00468442915007472,
-0.01023857668042183,
0.02958795614540577,
0.04947345703840256,
-0.003863428020849824,
-0.022759629413485527,
-0.007630328647792339,
-0.03208508342504501,
0.055665116757154465,
-0.018528394401073456,
0.01151068601757288,
-0.002542686415836215,
-0.016604920849204063,
-0.009224271401762962,
0.050842516124248505,
0.008832022547721863,
0.001988206757232547,
-0.02197152189910412,
0.014851642772555351,
0.002123878337442875,
-0.004717326257377863,
0.009322090074419975,
-0.031559012830257416,
0.008814019151031971,
0.028771644458174706,
-0.012034334242343903,
0.027289509773254395,
-0.007331175729632378,
-0.03182881325483322,
-0.02848178707063198
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Tâche du 19 mars à 11h44",
"overall_score": 1.0,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T11:44:47.398282"
}
},
"loops": {},
"conditionals": {},
"references": []
}

626
data/training/live_sessions/workflows/Tâche du 19 mars à 11h47.json Normal file
View File

@@ -0,0 +1,626 @@
{
"workflow_id": "Tâche du 19 mars à 11h47",
"name": "Tâche du 19 mars à 11h47",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-19T11:47:22.180925",
"updated_at": "2026-03-19T11:47:22.180925",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (18 observations)",
"template": {
"window": {
"title_pattern": "Unknown",
"title_contains": "Unknown",
"process_name": null
},
"text": {
"required_texts": [
"mode veille",
"dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"e03",
"i rpa_vision",
"x +",
"< > t 3",
"cepc > os(c:) > rpa_vision >",
"nouveau d 0",
"cb détails",
"nom"
],
"forbidden_texts": []
},
"ui": {
"required_roles": [],
"required_types": [],
"min_element_count": 0
},
"embedding": {
"provider": "openclip_ViT-B-32",
"vector_id": "",
"min_cosine_similarity": 0.85,
"sample_count": 18
}
},
"is_entry": false,
"is_end": false,
"variants": [],
"primary_variant_id": null,
"max_variants": 5,
"prototype_version": null,
"prototype_history": [],
"quality_score": 0.0,
"cluster_metrics": {},
"spatial_relations": [],
"container_type": null,
"metadata": {
"observation_count": 18,
"_prototype_vector": [
-0.015414496883749962,
-0.0025310292840003967,
-0.02593608759343624,
-0.005197657737880945,
0.011939110234379768,
-0.002891747048124671,
0.020073866471648216,
0.03591441735625267,
-0.007296125404536724,
0.014789716340601444,
0.0283138956874609,
-0.004606644157320261,
-0.038395557552576065,
0.0029941825196146965,
0.006994807161390781,
0.0050569637678563595,
0.026362435892224312,
0.003690957324579358,
0.01425060536712408,
0.011771799996495247,
0.05885009467601776,
0.02901798114180565,
0.0058802030980587006,
0.020889947190880775,
-0.013386989012360573,
-0.01796886697411537,
-0.006049114745110273,
0.0048422859981656075,
-0.029979852959513664,
-0.016261067241430283,
-0.015559425577521324,
0.006484596058726311,
-0.04029625654220581,
0.018759550526738167,
0.024036427959799767,
0.011495094746351242,
-0.013899588957428932,
0.011726349592208862,
-0.000635859149042517,
-0.13569660484790802,
-0.0024990257807075977,
-0.028639448806643486,
0.01792605221271515,
-0.025642815977334976,
0.020297592505812645,
-0.027527088299393654,
-0.010977399535477161,
-0.009998858906328678,
0.010160363279283047,
0.021760035306215286,
0.008830700069665909,
0.00581906596198678,
0.009115536697208881,
0.005505847744643688,
-0.01616594009101391,
0.02043091133236885,
0.009759416803717613,
-0.007116338238120079,
0.004757184535264969,
0.02162708155810833,
-0.021419845521450043,
0.005352508742362261,
-0.009171148762106895,
-0.013047733344137669,
-0.0028191523160785437,
-0.013951295055449009,
-0.030589299276471138,
-0.045870091766119,
-0.006978956051170826,
-0.030960973352193832,
0.04344314709305763,
-0.013010629452764988,
0.014943894930183887,
-0.02091558277606964,
-0.004588286858052015,
-0.021940723061561584,
0.010766839608550072,
0.02492792159318924,
0.004714151378720999,
-0.00632575573399663,
-0.018840132281184196,
0.015835149213671684,
0.009081779979169369,
-0.001929034711793065,
0.009824124164879322,
0.015765376389026642,
0.07338099926710129,
-0.02081991545855999,
-0.009498674422502518,
-0.02745158225297928,
0.005154576152563095,
0.03224016726016998,
-0.5638522505760193,
-0.07994944602251053,
-0.01147179864346981,
-0.0050709787756204605,
-0.033712927252054214,
-0.0009314189082942903,
-0.005235046148300171,
-0.04092462360858917,
-0.01049705408513546,
-0.007545225787907839,
-0.03888130187988281,
-0.0085429223254323,
0.019027099013328552,
0.03288507089018822,
-0.21561592817306519,
-0.009133806452155113,
-0.011805981397628784,
0.00729369418695569,
-0.0008530280319973826,
-0.013264341279864311,
0.004559882450848818,
-0.005948719102889299,
0.015916574746370316,
-0.02438356913626194,
0.00982794351875782,
0.0076789818704128265,
-0.010060543194413185,
0.009960105642676353,
0.0031973314471542835,
0.017015187069773674,
-0.00249770050868392,
0.0028156088665127754,
0.008073868229985237,
-0.004925553221255541,
-2.900937715821783e-06,
-0.0268817488104105,
0.01785745471715927,
0.006459892727434635,
0.007274947129189968,
-0.03728668391704559,
-0.004806172102689743,
0.3879982531070709,
-0.005743110086768866,
0.007996713742613792,
-0.020724253728985786,
0.013655325397849083,
0.028485389426350594,
-0.0009633767185732722,
-0.009987888857722282,
-0.007219839841127396,
0.012175320647656918,
-0.009029828943312168,
-0.013176006264984608,
-8.21276698843576e-05,
0.00954742543399334,
0.08998492360115051,
-0.0016609210288152099,
-0.015419190749526024,
-0.0013627075823023915,
-0.02586198039352894,
-0.008831295184791088,
-0.010807665064930916,
-0.03296599164605141,
-0.05470118299126625,
0.032332442700862885,
0.02197146974503994,
0.020959286019206047,
0.006363860797137022,
0.03691064193844795,
-0.0023906684946268797,
0.014759032987058163,
0.013636671006679535,
0.035345934331417084,
-0.025508077815175056,
0.01319403387606144,
0.03474695235490799,
0.005141626577824354,
-0.014593597501516342,
-0.0005437337676994503,
-0.004993528127670288,
-0.010033435188233852,
-0.007845410145819187,
0.013880651444196701,
-0.007273797411471605,
0.03542263060808182,
0.0051329247653484344,
0.08120660483837128,
-0.03968164697289467,
4.312958844820969e-05,
-0.0007737181149423122,
-0.012813235633075237,
-0.003953654319047928,
0.0017492943443357944,
-0.003487359033897519,
0.007739993743598461,
-0.008631795644760132,
0.0003292399342171848,
-0.013415437191724777,
-0.0078023746609687805,
-0.02653663605451584,
-0.011306489817798138,
-0.02045641839504242,
0.0062850420363247395,
0.022544970735907555,
0.021867210045456886,
-0.0011062229750677943,
-0.006405411288142204,
-0.0018934824038296938,
-0.004879495594650507,
0.01687767170369625,
-0.021395035088062286,
-0.016659393906593323,
0.007571664173156023,
0.009433722123503685,
-0.017115235328674316,
-0.0029282409232109785,
-0.013983004726469517,
0.017199862748384476,
-0.051760707050561905,
-0.021831311285495758,
-0.0007871744455769658,
-0.014691713266074657,
-0.003802335588261485,
-0.006644425448030233,
-0.0111971665173769,
-0.003382445080205798,
0.07902928441762924,
0.0025693767238408327,
0.003519086167216301,
-0.04798635095357895,
0.009525339119136333,
0.030305009335279465,
0.016909610480070114,
0.017601607367396355,
0.02725001983344555,
0.011306185275316238,
-0.024376139044761658,
0.01565486751496792,
-0.00728760426864028,
0.022924616932868958,
-0.02138187177479267,
0.027177035808563232,
0.03282203525304794,
-0.03197580575942993,
0.017286067828536034,
-0.02261720597743988,
0.003552251262590289,
-0.013223802670836449,
0.025098426267504692,
-0.006394080817699432,
0.0185572300106287,
-0.01905713602900505,
0.0005646486533805728,
0.08242210745811462,
-0.007861162535846233,
0.023864274844527245,
-0.004552347585558891,
-0.011028350330889225,
-0.015643855556845665,
0.01353633776307106,
-0.0029541829135268927,
-0.011020131409168243,
-0.003518521785736084,
0.021856412291526794,
-0.013680774718523026,
0.03472956642508507,
-0.06938917189836502,
0.008993783965706825,
0.021669935435056686,
-0.015473377890884876,
0.021621499210596085,
0.03829009458422661,
0.02434256672859192,
0.0032197507098317146,
-0.030517272651195526,
0.018318021669983864,
-0.04866146296262741,
-0.015567068941891193,
0.022655818611383438,
0.011120003648102283,
-0.0027814724016934633,
-0.004507975187152624,
0.027992429211735725,
0.009036951698362827,
0.011604405008256435,
0.01867443136870861,
-0.018465619534254074,
-0.005086495541036129,
0.012621077708899975,
-0.013287834823131561,
0.030182475224137306,
-0.0009527627262286842,
0.005154663231223822,
-0.010360108688473701,
0.016655275598168373,
-0.01797584630548954,
0.003835205687209964,
-0.02980179525911808,
-0.03204973414540291,
-0.004343812353909016,
-0.0003210199356544763,
-0.0005517618847079575,
-0.021154163405299187,
0.03158091381192207,
-0.029926151037216187,
-0.0075131189078092575,
0.009463794529438019,
-0.010256769135594368,
-0.02195388451218605,
0.017903704196214676,
-0.012726286426186562,
-0.043612077832221985,
0.0313592329621315,
-0.011504098773002625,
-0.005496171303093433,
0.04459153860807419,
-0.015009501948952675,
-0.018574096262454987,
0.013550817966461182,
0.005498877726495266,
0.3875790536403656,
0.02521158754825592,
0.006529360078275204,
0.01520134974271059,
-0.019104812294244766,
0.009301192127168179,
0.01801467128098011,
0.04679395630955696,
-0.01168560329824686,
0.09170491248369217,
0.0034345253370702267,
-0.01671084202826023,
-0.014089405536651611,
-0.012821795418858528,
-0.020310789346694946,
0.022593339905142784,
0.012583025731146336,
-0.10140469670295715,
0.0008165661711245775,
-0.006686987355351448,
0.008256268687546253,
-0.007847234606742859,
-0.007194617763161659,
0.0025588958524167538,
0.02414524555206299,
0.009017790667712688,
-0.014582960866391659,
0.02652626298367977,
0.01672123186290264,
-0.015356572344899178,
-0.022632667794823647,
0.03213389962911606,
-0.014296069741249084,
-0.006869133096188307,
0.016171012073755264,
-0.012357553467154503,
0.03109784610569477,
0.018368663266301155,
-0.01475368533283472,
0.006284364964812994,
-0.001266191597096622,
0.017426107078790665,
-0.005344589706510305,
-0.007756374776363373,
0.009114009328186512,
0.011064022779464722,
0.020097628235816956,
0.01194540224969387,
0.03201094642281532,
0.020060278475284576,
-0.0010872466955333948,
0.041658915579319,
-0.03666606917977333,
-0.019872093573212624,
-0.017475897446274757,
-0.05646082013845444,
0.011153322644531727,
0.026179760694503784,
-0.01792086288332939,
0.011679255403578281,
0.018259862437844276,
-0.021586759015917778,
0.015876196324825287,
-0.018242698162794113,
-0.032532304525375366,
0.022854233160614967,
-0.09013327956199646,
-0.009267270565032959,
-0.03585488721728325,
0.00947612151503563,
0.005063183140009642,
-0.03278923034667969,
0.027879446744918823,
-0.010463844053447247,
0.013704892247915268,
-0.0006638094782829285,
-0.006869080476462841,
0.029454495757818222,
0.009441574104130268,
-0.006843739189207554,
-0.012412697076797485,
0.026594936847686768,
-0.009308705106377602,
-0.01102326437830925,
-0.004818239714950323,
0.014622083865106106,
-0.04772959277033806,
0.04936208203434944,
0.005579022224992514,
-0.0066959732212126255,
0.021241016685962677,
-0.005869195330888033,
0.018853280693292618,
-0.0009042901219800115,
-0.02014550194144249,
0.0021098635625094175,
0.04634961113333702,
-0.004411454312503338,
0.007323838770389557,
-0.025755109265446663,
-0.012761339545249939,
0.02692149393260479,
-0.024990791454911232,
-0.0042314594611525536,
0.0038552500773221254,
-0.004890970885753632,
-0.017879698425531387,
-0.016625357791781425,
0.018681442365050316,
-0.021155517548322678,
-0.009765839204192162,
0.005877169780433178,
-0.010805646888911724,
0.013707708567380905,
-0.014701041392982006,
-0.04155748710036278,
-0.1544523686170578,
-0.028824808076024055,
-0.0332215279340744,
0.0059395963326096535,
-0.08660318702459335,
0.009132983162999153,
-0.001200089929625392,
-0.03365977853536606,
-0.008162303827702999,
-0.033384621143341064,
-0.029832642525434494,
-0.017059754580259323,
-0.007702143397182226,
-0.012821379117667675,
-0.018783515319228172,
5.6376306019956246e-05,
-0.0009622924844734371,
-0.00944740604609251,
0.01539059728384018,
0.012506878934800625,
0.009284084662795067,
-0.005723368376493454,
-0.08353153616189957,
0.006902612745761871,
0.034227244555950165,
0.028011638671159744,
0.020743614062666893,
0.04666583612561226,
-0.02177070826292038,
-0.019343756139278412,
-0.00442028371617198,
0.0015575085999444127,
7.818466838216409e-05,
-0.005383825860917568,
-0.025260137394070625,
0.013972003944218159,
-0.012823333963751793,
-0.013509499840438366,
0.04056749492883682,
-0.001585754449479282,
-0.006991283968091011,
0.0005258171004243195,
0.011126305907964706,
0.03469136357307434,
-0.013251490890979767,
6.976586882956326e-05,
0.01944419927895069,
-0.038481730967760086,
-0.008391519077122211,
0.00260733044706285,
0.004803168587386608,
0.02940763533115387,
-0.00012137426529079676,
-0.12525531649589539,
0.008090547285974026,
0.00868192594498396,
0.029453003779053688,
0.039718277752399445,
-0.002528310054913163,
-0.0074537829495966434,
-0.01009329967200756,
-0.024222426116466522,
0.06119570508599281,
-0.010234365239739418,
0.013512037694454193,
-0.007016943767666817,
-0.021567126736044884,
-0.011317401193082333,
0.037511203438043594,
0.022811653092503548,
0.002740047872066498,
-0.020737269893288612,
0.035080522298812866,
0.014707482419908047,
0.0058319042436778545,
0.016228066757321358,
-0.029778262600302696,
0.020927023142576218,
0.01701362058520317,
-0.004922119434922934,
0.025382056832313538,
-0.016945810988545418,
-0.03440116345882416,
-0.028366971760988235
]
}
}
],
"edges": [],
"safety_rules": {
"require_confirmation_for": [],
"forbidden_windows": [],
"execution_timeout_minutes": 0
},
"stats": {
"total_executions": 0,
"success_count": 0,
"failure_count": 0,
"observed_runs": 0,
"assist_runs": 0,
"auto_candidate_runs": 0,
"auto_confirmed_runs": 0,
"avg_similarity": 0.0,
"recent_confidence": 0.0,
"last_executed": null
},
"learning": {
"observation_threshold": 5,
"coaching_threshold": 10,
"auto_candidate_threshold": 20,
"min_similarity_coaching": 0.9,
"min_success_rate_auto": 0.9,
"min_success_rate_confirmed": 0.95,
"rollback_confidence_threshold": 0.9
},
"metadata": {
"quality_report": {
"workflow_id": "Tâche du 19 mars à 11h47",
"overall_score": 0.8148148148148149,
"is_production_ready": true,
"cluster_count": 0,
"outlier_count": 2,
"validation_accuracy": 1.0,
"recommendations": [
"Pas assez de clusters pour calculer les métriques",
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-19T11:47:22.181274"
}
},
"loops": {},
"conditionals": {},
"references": []
}

Some files were not shown because too many files have changed in this diff Show More