Files
rpa_vision_v3/data/training/live_sessions/workflows/Python — session (20).json
Dom a7de6a488b feat: replay E2E fonctionnel — 25/25 actions, 0 retries, SomEngine via serveur
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>
2026-03-31 14:04:41 +02:00

1506 lines
45 KiB
JSON
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
{
"workflow_id": "Python — session (20)",
"name": "Python — session (20)",
"description": "Auto-generated workflow",
"version": 1,
"learning_state": "AUTO_CANDIDATE",
"created_at": "2026-03-20T22:06:22.338837",
"updated_at": "2026-03-20T22:06:22.338837",
"entry_nodes": [
"node_000"
],
"end_nodes": [],
"nodes": [
{
"node_id": "node_000",
"name": "State Pattern 0",
"description": "Pattern auto-détecté (3 observations)",
"template": {
"window": {
"title_pattern": "Sans titre Bloc-notes",
"title_contains": "Sans titre Bloc-notes",
"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",
"a acau =",
"lea - rpa vision agent v1"
],
"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": 3
}
},
"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": 3,
"_prototype_vector": [
-0.014558970928192139,
-0.002253282116726041,
-0.023031136021018028,
0.0007865442312322557,
0.009644630365073681,
0.0016565123805776238,
0.015918370336294174,
0.027383174747228622,
0.007019403390586376,
0.02357279136776924,
0.019410287961363792,
-0.0016396063147112727,
-0.030021721497178078,
0.004383634310215712,
0.003024374833330512,
0.005887249484658241,
0.03009948693215847,
0.012943168170750141,
0.013767874799668789,
0.010783849284052849,
0.05596376210451126,
0.024930445477366447,
0.01987275294959545,
0.006530762184411287,
-0.02248607762157917,
-0.0243523046374321,
-0.004975819028913975,
0.01261082012206316,
-0.02614307589828968,
-0.006349815055727959,
-0.0029929177835583687,
0.002488443162292242,
-0.030620919540524483,
0.024139197543263435,
0.02196560986340046,
0.0037345162127166986,
-0.027210675179958344,
0.020595887675881386,
0.006734756752848625,
-0.1378008872270584,
-0.007211996242403984,
-0.03514426201581955,
-0.0024160786997526884,
-0.03410612791776657,
0.009249820373952389,
-0.03234349936246872,
-0.007184349000453949,
-0.008614176884293556,
0.01913699507713318,
0.03757056966423988,
0.01025746762752533,
0.002416823757812381,
0.00027416663942858577,
-0.009942183271050453,
-0.01728402078151703,
0.01919468864798546,
0.015409858897328377,
-0.013324580155313015,
0.004939732141792774,
0.026460746303200722,
-0.025487326085567474,
0.015697021037340164,
-0.009992892853915691,
-0.012825681827962399,
0.0004782320756930858,
-0.02244143933057785,
-0.028991103172302246,
-0.038856178522109985,
4.7552839532727376e-05,
-0.02878623828291893,
0.05408133938908577,
-0.011152463033795357,
-0.0013041836209595203,
-0.01795944571495056,
-0.007480270694941282,
-0.017094923183321953,
-0.00027996915741823614,
0.014537331648170948,
0.015846293419599533,
0.014313872903585434,
-0.0229018684476614,
0.029310155659914017,
0.010810975916683674,
-0.014878085814416409,
0.01413607969880104,
0.019612956792116165,
0.08945934474468231,
-0.009346053004264832,
-0.006087517831474543,
-0.023615336045622826,
0.005002304911613464,
0.03142185136675835,
-0.5482998490333557,
-0.0845208540558815,
-0.006849142722785473,
-0.011735018342733383,
-0.027760092169046402,
0.010000563226640224,
-0.0005052856868132949,
-0.03271625190973282,
-0.010931361466646194,
-0.021372314542531967,
-0.0366198755800724,
-0.0019720003474503756,
0.02112288773059845,
0.024190753698349,
-0.22825735807418823,
-0.008163035847246647,
-0.017975063994526863,
0.02084941603243351,
-0.009175313636660576,
-0.02975456975400448,
-0.009669587947428226,
-0.013532556593418121,
0.006305479910224676,
-0.02340663969516754,
0.015376416966319084,
0.0004027143004350364,
-0.013173743151128292,
0.003683045506477356,
0.008272656239569187,
0.015960095450282097,
-0.00011911030014744028,
-0.006252520717680454,
0.0007167021394707263,
-0.01199650950729847,
0.011032230220735073,
-0.024486403912305832,
0.012831702828407288,
-0.0010097665945068002,
0.0066332826390862465,
-0.03650858998298645,
0.008752301335334778,
0.3763437271118164,
0.005752883851528168,
0.009712484665215015,
-0.0244310200214386,
0.01625305414199829,
0.02581045962870121,
-0.009591170586645603,
-0.008561545982956886,
0.009201569482684135,
0.0008909950265660882,
-0.013748524710536003,
-0.01606965996325016,
0.020750688388943672,
0.015223316848278046,
0.08354388922452927,
0.0153809804469347,
-0.008078684099018574,
-0.0007434097351506352,
-0.01922699622809887,
-0.009288017638027668,
-0.013933274894952774,
-0.031357306987047195,
-0.06106041744351387,
0.03128938004374504,
0.03225663676857948,
0.027769817039370537,
-0.0032228489872068167,
0.02739022672176361,
-0.00482336338609457,
0.026977382600307465,
0.014474176801741123,
0.020269161090254784,
-0.025108546018600464,
0.028237173333764076,
0.027034809812903404,
0.006973925046622753,
-0.021961577236652374,
0.009954666718840599,
-0.001379412948153913,
-0.0009298119111917913,
0.00036547568743117154,
0.025136778131127357,
-0.0126581359654665,
0.04072689637541771,
-0.001301188487559557,
0.08057879656553268,
-0.035941023379564285,
0.0073506152257323265,
-0.005372145678848028,
-0.013730007223784924,
-0.004060374107211828,
0.0038765224162489176,
-0.01480147521942854,
0.02031128481030464,
-0.014433975331485271,
-0.01419095043092966,
-0.022944875061511993,
-0.0015134422574192286,
-0.02123820036649704,
-0.01427963562309742,
-0.0175322275608778,
0.011970062740147114,
0.017059946432709694,
0.01658419519662857,
0.007042402867227793,
0.0018950265366584063,
-0.01890089362859726,
-0.005224388092756271,
0.01259112823754549,
-0.022459348663687706,
-0.01949748955667019,
0.014281203970313072,
0.017104998230934143,
-0.017749875783920288,
-0.0025882613845169544,
-0.005457008723169565,
0.017093336209654808,
-0.04634682834148407,
-0.029084939509630203,
-1.4818977433606051e-05,
-0.00903887115418911,
-0.008911280892789364,
0.006289269309490919,
-0.001604186836630106,
-0.0029805228114128113,
0.10391455888748169,
-0.006782801356166601,
0.016309773549437523,
-0.06774915009737015,
0.024904295802116394,
0.023456621915102005,
0.01870640181005001,
0.023177076131105423,
0.031560979783535004,
0.020625730976462364,
-0.006644674111157656,
0.017457807436585426,
-0.006298685912042856,
0.013387643732130527,
-0.00787779688835144,
0.039812956005334854,
0.02988046407699585,
-0.02273532748222351,
0.017724834382534027,
-0.013163050636649132,
-0.0039049608167260885,
-0.002108864951878786,
0.015075534582138062,
-0.021367743611335754,
0.025371834635734558,
-0.030222397297620773,
-0.003993354272097349,
0.0873434990644455,
-0.007766870316118002,
0.01884135976433754,
-0.016891900449991226,
-0.007121128961443901,
-0.0005979972193017602,
0.0003677349304780364,
-0.004254120867699385,
-0.013843539170920849,
0.004119906108826399,
0.026581022888422012,
-0.01942729949951172,
0.028614528477191925,
-0.08004958927631378,
0.012396950274705887,
0.00878587644547224,
-0.008442655205726624,
0.020320668816566467,
0.03382803499698639,
0.03578531742095947,
-0.004857350140810013,
-0.03255711868405342,
0.006410172209143639,
-0.04327962175011635,
-0.013930769637227058,
0.023202907294034958,
0.012232452630996704,
-0.011667320504784584,
-0.002275652950629592,
0.03540912643074989,
0.00752128753811121,
0.009117098525166512,
0.03613296151161194,
-0.022962050512433052,
-0.0005274563445709646,
0.008153832517564297,
-0.0207664854824543,
0.011263626627624035,
-0.0002384764375165105,
0.010498377494513988,
0.0003112441045232117,
0.04068508744239807,
-0.021877886727452278,
-0.0062381974421441555,
-0.03772833198308945,
-0.03383699804544449,
-0.007969164289534092,
-0.006762032397091389,
0.005106842610985041,
-0.020836740732192993,
0.03232806175947189,
-0.031028402969241142,
-0.013189115561544895,
0.0061319079250097275,
-0.012684240005910397,
-0.019170602783560753,
0.009092461317777634,
-0.006709587294608355,
-0.03972310200333595,
0.0427931472659111,
-0.009901347570121288,
0.0033279727213084698,
0.043594881892204285,
-0.01881062425673008,
-0.01463063433766365,
-0.0004686246393248439,
0.009312625043094158,
0.3760282099246979,
0.02388104237616062,
-0.004690063651651144,
0.007875917479395866,
-0.02190164476633072,
0.0074354116804897785,
0.020161353051662445,
0.04818933829665184,
-0.015551455318927765,
0.11201286315917969,
-0.003824996529147029,
-0.002690364373847842,
-0.018627461045980453,
-0.015928126871585846,
-0.02744593471288681,
0.014720714651048183,
0.0077309757471084595,
-0.10599814355373383,
-0.006357704754918814,
-0.005852482281625271,
0.0022513081785291433,
-0.0057515474036335945,
-0.0120018869638443,
0.008682760410010815,
0.021603930741548538,
0.010311594232916832,
-0.011332498863339424,
0.03344536945223808,
0.02767886407673359,
-0.011574347503483295,
-0.025003725662827492,
0.029571115970611572,
-0.008542804978787899,
-0.006944100372493267,
0.018310466781258583,
-0.01980672962963581,
0.036398034542798996,
0.03201228380203247,
-0.002583736088126898,
0.013028436340391636,
-0.0029698635917156935,
0.011182530783116817,
-0.005105162970721722,
-0.005275401286780834,
0.009764180518686771,
0.022195419296622276,
0.02212708629667759,
0.009349723346531391,
0.03475743159651756,
0.005829184781759977,
-0.012805338948965073,
0.03069799207150936,
-0.042916618287563324,
-0.01713881641626358,
-0.014095194637775421,
-0.049883175641298294,
-0.0010774339316412807,
0.017717646434903145,
-0.0198928602039814,
0.010226322337985039,
0.005881561432033777,
-0.020452603697776794,
0.012379775755107403,
-0.02394513227045536,
-0.020521603524684906,
0.021434973925352097,
-0.07792490720748901,
-0.006918834988027811,
-0.02961782179772854,
0.007556369993835688,
0.013323916122317314,
-0.03192220255732536,
0.027156483381986618,
-0.009341279976069927,
0.02736961841583252,
-0.014340376481413841,
-0.005869455635547638,
0.03629077225923538,
0.01324479654431343,
-0.007609540596604347,
-0.015484189614653587,
0.03248700499534607,
-0.009937929920852184,
-0.018735816702246666,
-0.004298329818993807,
0.03277608007192612,
-0.048051536083221436,
0.0405697263777256,
-0.0019326562760397792,
-0.0087550338357687,
0.01785578578710556,
-0.006073543336242437,
0.0326179601252079,
0.0003402642614673823,
-0.027108635753393173,
-0.004302161745727062,
0.0673510879278183,
-0.0015101764583960176,
0.005988853517919779,
-0.02030114084482193,
-0.010980444960296154,
0.030921051278710365,
-0.023915491998195648,
-0.004475099500268698,
0.0051817321218550205,
0.003112525213509798,
-0.021318383514881134,
-0.006462247110903263,
0.017641711980104446,
-0.020830776542425156,
-0.0007430989062413573,
0.01225205697119236,
-0.0014269882813096046,
0.020736681297421455,
-0.009201914072036743,
-0.05509262531995773,
-0.14487525820732117,
-0.03854327276349068,
-0.04433818161487579,
-0.012483872473239899,
-0.08392991125583649,
0.012135900557041168,
-0.002779501024633646,
-0.01868262328207493,
-9.9607088486664e-05,
-0.03714583441615105,
-0.024331310763955116,
-0.01251728180795908,
-0.003669843077659607,
-0.024152468889951706,
-0.01863250881433487,
0.00830687303096056,
0.0051742070354521275,
-0.009507905691862106,
0.005738601554185152,
0.013612718321383,
0.007853942923247814,
-0.013844074681401253,
-0.10094579309225082,
-0.015319274738430977,
0.03739744424819946,
0.036811769008636475,
0.024149302393198013,
0.04175356402993202,
-0.029468348249793053,
-0.0310957133769989,
0.0074395048432052135,
-0.004166322760283947,
-0.0004932332085445523,
-0.010341250337660313,
-0.021424833685159683,
-0.01112514641135931,
-0.022235490381717682,
-0.012647107243537903,
0.033023130148649216,
0.010415627621114254,
-0.005118128377944231,
-0.000288328476017341,
0.01989237405359745,
0.043689727783203125,
-0.014370374381542206,
0.007912058383226395,
0.015130204148590565,
-0.03347746282815933,
-0.006612556055188179,
-0.004919460043311119,
0.00256593176163733,
0.02732379548251629,
0.007136615924537182,
-0.1156170666217804,
0.002215971704572439,
-0.0072452896274626255,
0.027842948213219643,
0.040692199021577835,
-0.012961647473275661,
-0.02042320929467678,
-0.0025540790520608425,
-0.02174854278564453,
0.0681687667965889,
-0.02837175317108631,
0.012418732047080994,
-0.00823722593486309,
-0.014812865294516087,
-0.006946035660803318,
0.049051668494939804,
0.007924485020339489,
0.003073950530961156,
-0.024805426597595215,
0.02009795792400837,
0.001669862773269415,
-0.011592133902013302,
0.014066598378121853,
-0.04108956456184387,
0.010555276647210121,
0.025335941463708878,
-0.005114726256579161,
0.028114862740039825,
-0.007271864917129278,
-0.018874812871217728,
-0.025533664971590042
]
}
},
{
"node_id": "node_001",
"name": "State Pattern 1",
"description": "Pattern auto-détecté (3 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 +",
"cepc > os(c:) > rpa_vision >",
"q rechercher dans :rpa_vision",
"nouve lea- rpa vision. agent v1 x +",
"cb détails",
"le chemin d'accès spécifié est introuvable."
],
"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": 3
}
},
"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": 3,
"_prototype_vector": [
-0.014731230214238167,
0.010042252019047737,
-0.0133707569912076,
-0.0020053463522344828,
0.013407396152615547,
-0.00026807174435816705,
0.026184724643826485,
-0.017712736502289772,
0.004941409453749657,
0.012245815247297287,
0.013477240689098835,
-0.009628483094274998,
-0.03389783576130867,
0.014912335202097893,
0.011414598673582077,
0.017008434981107712,
0.03549792617559433,
0.003764611203223467,
0.014369888231158257,
0.010603644885122776,
0.06417889147996902,
0.015101178549230099,
0.00977837573736906,
-0.002581524895504117,
-0.03354320675134659,
-0.03197557479143143,
-0.009206706658005714,
0.019116638228297234,
-0.02618279866874218,
-0.018696894869208336,
-0.005613349378108978,
-0.010179925709962845,
-0.02383776754140854,
0.004086630418896675,
-0.01159465778619051,
-0.0032524068374186754,
-0.04057112708687782,
0.028060348704457283,
0.0058317468501627445,
-0.13519977033138275,
-0.002857517683878541,
-0.01716693490743637,
-0.00396718317642808,
-0.043347813189029694,
0.024196062237024307,
-0.0023059311788529158,
0.0118839330971241,
-0.02706310711801052,
0.016562946140766144,
0.04521031677722931,
0.004023105837404728,
-0.01135155651718378,
0.004853160120546818,
-0.018016960471868515,
-0.0072595044039189816,
0.03503228351473808,
-0.001960291527211666,
-0.0148245207965374,
0.002294925507158041,
0.030972568318247795,
0.004035419784486294,
0.003147018840536475,
-0.011151234619319439,
-0.012092754244804382,
-0.0003865288745146245,
-0.0060593364760279655,
-0.008785017766058445,
-0.03668630123138428,
0.010777117684483528,
-0.038768865168094635,
0.027528423815965652,
-0.018993953242897987,
-0.00296406215056777,
-0.032501403242349625,
-0.015181992202997208,
-0.00480095436796546,
-0.00417237589135766,
0.014927578158676624,
0.020123586058616638,
0.013717025518417358,
-0.016895294189453125,
0.01143554225564003,
0.009448394179344177,
-0.00920669361948967,
0.009506060741841793,
0.011028153821825981,
0.05753432959318161,
-0.004317376296967268,
-0.003638876136392355,
-0.016129909083247185,
0.003239668905735016,
0.03294229507446289,
-0.5565681457519531,
-0.08529020100831985,
-0.02310480922460556,
-0.0061230906285345554,
-0.029076416045427322,
-0.011925785802304745,
-0.011530397459864616,
-0.009510603733360767,
-0.012361971661448479,
-0.02764187939465046,
-0.04476254805922508,
0.007683335803449154,
0.009121290408074856,
0.03446756303310394,
-0.19020095467567444,
-0.0034185389522463083,
-0.04518350213766098,
0.008337265811860561,
0.009121847338974476,
-0.0478980727493763,
0.0048933508805930614,
-0.006610515993088484,
-0.0015347376465797424,
-0.029080677777528763,
0.01365050021559,
0.0010150151792913675,
-0.019924141466617584,
0.013759206049144268,
-0.00826744083315134,
0.007563421037048101,
-0.01596425287425518,
-0.013044428080320358,
0.004246951546519995,
-0.011059065349400043,
0.0038614750374108553,
-0.03397071734070778,
0.0074863191694021225,
0.004192085471004248,
0.012390117160975933,
-0.02545272745192051,
-0.009628291241824627,
0.3737688660621643,
-0.0025115262251347303,
0.009106555953621864,
-0.0194476880133152,
0.011072792112827301,
0.030436411499977112,
-0.003805004758760333,
-0.0053967684507369995,
0.01099373772740364,
0.008964089676737785,
-0.009835797362029552,
-0.02052447199821472,
0.013306395150721073,
0.002209640573710203,
0.09580641984939575,
0.006769855041056871,
-0.012651970610022545,
-0.007182612549513578,
-0.021104540675878525,
-0.024623863399028778,
-0.002461999887600541,
-0.03817804157733917,
-0.04869617894291878,
-0.001523833372630179,
0.04718546196818352,
0.043076977133750916,
-0.0005765283713117242,
0.03108743578195572,
0.004188742488622665,
0.014475764706730843,
0.017050663009285927,
0.02590913698077202,
-0.03191513940691948,
0.0129856513813138,
0.013108374550938606,
0.015188710764050484,
-0.013286714442074299,
-0.013765711337327957,
0.023973869159817696,
0.011910776607692242,
0.0006235355976969004,
0.018506616353988647,
-0.010273664258420467,
0.02977052703499794,
-0.009551670402288437,
0.07153297960758209,
-0.04450445994734764,
-0.01867203786969185,
-0.009089961647987366,
-0.015161260031163692,
-0.0006741213728673756,
-0.016317741945385933,
0.0006518719019368291,
0.014210497960448265,
0.0061994753777980804,
-0.006507882382720709,
-0.0018996857106685638,
-0.0014995243400335312,
-0.035766493529081345,
-0.018735891208052635,
-0.03235572576522827,
0.012203450314700603,
0.03526047617197037,
-0.0030589953530579805,
-0.0010925725800916553,
0.004579261876642704,
-0.010431064292788506,
-0.017952032387256622,
0.0011821355437859893,
-0.01683574914932251,
-0.008456054143607616,
-0.0028517725877463818,
-0.008072110824286938,
-0.013110554777085781,
0.003827327163890004,
0.001524254446849227,
0.011350537650287151,
-0.05102583020925522,
-0.020305829122662544,
-0.022638268768787384,
-0.0036462261341512203,
-0.007380833383649588,
-0.001911498955450952,
0.004829345270991325,
0.013669798150658607,
0.10502954572439194,
0.005985334049910307,
0.01993962563574314,
-0.038419369608163834,
0.011417891830205917,
0.016609063372015953,
0.018004823476076126,
0.025911936536431313,
0.028696713969111443,
0.021394623443484306,
-0.01649649441242218,
0.003963389899581671,
-0.017229590564966202,
0.006753021385520697,
-0.01279456727206707,
0.04588131979107857,
0.01504107192158699,
-0.02515219897031784,
0.013089455664157867,
-0.007957187481224537,
0.012927097268402576,
-0.014584541320800781,
0.020524702966213226,
-0.005066854879260063,
0.022785132750868797,
-0.046459317207336426,
0.0027943109162151814,
0.06869112700223923,
-0.002206798642873764,
0.021616339683532715,
-0.003810721915215254,
-0.009823407046496868,
-0.009679454378783703,
0.0004991837777197361,
-0.0011252963449805975,
-0.009674781002104282,
-0.0017556949751451612,
0.024288374930620193,
-0.010311277583241463,
0.03915209695696831,
-0.09500572085380554,
0.0016515726456418633,
0.017092516645789146,
-0.01959206350147724,
0.021617574617266655,
0.07084435969591141,
0.032482847571372986,
-0.007944812998175621,
-0.010857000946998596,
0.00025423269835300744,
-0.042676135897636414,
-0.007563319057226181,
0.03171661123633385,
0.027036672458052635,
-0.010447222739458084,
0.013179279863834381,
0.015615047886967659,
0.03299465402960777,
-0.001519930548965931,
0.027287617325782776,
-0.002072499133646488,
-0.0024153755512088537,
0.005098497029393911,
-0.01897335983812809,
0.00885001476854086,
0.0009368836763314903,
0.013430904597043991,
0.006048340816050768,
0.07473568618297577,
-0.011355049908161163,
-0.013619649223983288,
-0.03547307103872299,
-0.027965985238552094,
-0.011030211113393307,
-0.0070362999103963375,
-0.009169328026473522,
-0.03437361866235733,
0.035958461463451385,
-0.05155476555228233,
-0.007539753802120686,
0.02824682742357254,
-0.0088779516518116,
-0.02457376755774021,
0.0032569565810263157,
-0.026564443483948708,
-0.04732043668627739,
0.03381689265370369,
-0.004668184090405703,
0.010761778801679611,
0.04173288121819496,
-0.02265830896794796,
-0.02079758606851101,
3.512242255965248e-05,
0.014779752120375633,
0.37346184253692627,
0.019492967054247856,
-0.008573343977332115,
0.002600322011858225,
-0.022506108507514,
0.005338356830179691,
0.024974273517727852,
0.05423271656036377,
-0.015645654872059822,
0.12946566939353943,
0.0008057000814005733,
-0.020745035260915756,
-0.024020949378609657,
-0.007953320629894733,
-0.028314534574747086,
0.01895463466644287,
0.02214023284614086,
-0.10891829431056976,
-0.011030362918972969,
0.012779016979038715,
0.00020988233154639602,
-0.017666451632976532,
-0.0007503340020775795,
0.002964210929349065,
0.019822372123599052,
0.008899386040866375,
-0.015462934970855713,
0.01664208248257637,
0.02403361164033413,
-0.015013589523732662,
-0.014957696199417114,
0.04019288346171379,
-0.031716231256723404,
0.0010771853849291801,
0.019671142101287842,
-0.014775492250919342,
0.0247173011302948,
0.03103046491742134,
0.006215009372681379,
0.006470346357673407,
-0.013905929401516914,
0.030753448605537415,
0.01275423914194107,
-0.039143938571214676,
0.018898654729127884,
0.05564141273498535,
0.019476424902677536,
0.0029550681356340647,
0.02608582004904747,
0.001688084565103054,
-0.009898432530462742,
0.04148959368467331,
-0.05431724712252617,
-0.023735249415040016,
-0.01760592870414257,
-0.05322372168302536,
-0.0011366589460521936,
0.01086579542607069,
-0.01707051880657673,
0.022878725081682205,
0.018740558996796608,
-0.0008328118128702044,
0.021876739338040352,
-0.019923122599720955,
-0.03316056355834007,
0.03448537737131119,
-0.08045583218336105,
-0.01145518571138382,
-0.02851141430437565,
0.005530723370611668,
-0.011858124285936356,
-0.012608462013304234,
0.022211002185940742,
-0.013528256677091122,
0.028239216655492783,
-0.03038930892944336,
0.006320198532193899,
-0.010988066904246807,
0.005918597336858511,
-0.0022760711144655943,
-0.011739344336092472,
0.03787212073802948,
0.010369488969445229,
-0.007734343409538269,
-0.0025245652068406343,
0.007924983277916908,
-0.042593032121658325,
0.022583670914173126,
-0.010120253078639507,
-0.0026915755588561296,
0.0326719731092453,
-0.006076267454773188,
0.04688148945569992,
-0.0011434981133788824,
-0.027426965534687042,
-0.006118091754615307,
0.056806087493896484,
0.010284390300512314,
0.0015044799074530602,
-0.028362097218632698,
-0.0026057742070406675,
0.02809910662472248,
-0.02491646446287632,
-0.002687792992219329,
0.005605288781225681,
-0.0017251231474801898,
-0.01620524749159813,
-0.010284757241606712,
0.019943835213780403,
-0.020798111334443092,
0.00398362847045064,
0.015569301322102547,
-0.007522203493863344,
0.01117404829710722,
-0.017405252903699875,
-0.06670049577951431,
-0.09762540459632874,
-0.04288278892636299,
-0.03221047669649124,
0.001887956983409822,
-0.11775604635477066,
0.0014986746245995164,
0.00031102693174034357,
-0.01678580604493618,
-0.02388712391257286,
-0.035283274948596954,
-0.011328351683914661,
-0.007709127385169268,
-0.018804064020514488,
-0.012420040555298328,
-0.016144154593348503,
-0.021691877394914627,
0.024885963648557663,
-0.0021512408275157213,
0.017904264852404594,
0.008478956297039986,
0.020017176866531372,
-0.011624890379607677,
-0.09207001328468323,
-0.02090415731072426,
0.032340794801712036,
0.03733038529753685,
0.020847566425800323,
0.024011511355638504,
-0.027801018208265305,
-0.014532503671944141,
0.013294768519699574,
0.007863796316087246,
-0.0157642662525177,
-0.00281425379216671,
-0.0042150733061134815,
0.003292580135166645,
-0.03264298662543297,
-0.01463292445987463,
0.05537634342908859,
0.00010036591265816242,
-0.002642061561346054,
-0.005789986811578274,
0.01921319216489792,
0.0389568917453289,
-0.024275587871670723,
0.00809013657271862,
0.012692163698375225,
-0.0319504514336586,
-0.009925843216478825,
0.019390087574720383,
-0.011115510016679764,
0.023845920339226723,
0.016881665214896202,
-0.09435919672250748,
0.014369724318385124,
-0.013602887280285358,
0.012311897240579128,
0.03225276991724968,
0.002703301142901182,
-0.024555206298828125,
-0.0017297124722972512,
-0.036931112408638,
0.05664660781621933,
-0.018518511205911636,
0.00617265235632658,
-0.021687064319849014,
-0.01996663585305214,
-0.012353094294667244,
0.05493789538741112,
-0.004892884287983179,
0.004618354607373476,
-0.03269394114613533,
0.02745397388935089,
0.019467715173959732,
0.008387751877307892,
0.009500510059297085,
-0.009883420541882515,
0.023697109892964363,
0.022113770246505737,
-0.006080000661313534,
0.01718999445438385,
0.02718629315495491,
-0.040657639503479004,
-0.001270343316718936
]
}
}
],
"edges": [
{
"edge_id": "node_000_to_node_001",
"from_node": "node_000",
"to_node": "node_001",
"action": {
"type": "unknown",
"target": {
"by_role": "unknown",
"by_text": null,
"by_position": null,
"selection_policy": "first",
"fallback_strategy": "visual_similarity",
"context_hints": {},
"hard_constraints": {},
"weights": {}
},
"parameters": {}
},
"constraints": {
"pre_conditions": {},
"required_confidence": 0.85,
"max_wait_time_ms": 5000,
"window": {
"title_pattern": "Sans titre Bloc-notes",
"title_contains": "Sans titre Bloc-notes",
"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 +"
],
"forbidden_texts": []
},
"min_source_similarity": 0.85,
"required_app_name": null,
"required_window_title": "Sans titre Bloc-notes"
},
"post_conditions": {
"success_mode": "all",
"timeout_ms": 10000,
"poll_ms": 200,
"success": [
{
"kind": "window_title_contains",
"value": "unknown_window",
"target": null
},
{
"kind": "text_present",
"value": "mode veille",
"target": null
},
{
"kind": "text_present",
"value": "dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"target": null
},
{
"kind": "text_present",
"value": "e03",
"target": null
},
{
"kind": "text_present",
"value": "i rpa_vision",
"target": null
},
{
"kind": "text_present",
"value": "x +",
"target": null
}
],
"fail_fast": [
{
"kind": "text_present",
"value": "erreur",
"target": null
},
{
"kind": "text_present",
"value": "error",
"target": null
},
{
"kind": "text_present",
"value": "échec",
"target": null
},
{
"kind": "text_present",
"value": "failed",
"target": null
},
{
"kind": "text_present",
"value": "impossible",
"target": null
},
{
"kind": "text_present",
"value": "accès refusé",
"target": null
},
{
"kind": "text_present",
"value": "access denied",
"target": null
},
{
"kind": "text_present",
"value": "not found",
"target": null
},
{
"kind": "text_present",
"value": "timeout",
"target": null
},
{
"kind": "text_present",
"value": "connexion perdue",
"target": null
},
{
"kind": "text_present",
"value": "session expirée",
"target": null
}
],
"retries": 2,
"backoff_ms": 150,
"expected_window_title": "unknown_window",
"expected_app_name": null,
"min_target_similarity": 0.85,
"expected_node": "node_001",
"window_change_expected": true,
"new_ui_elements_expected": []
},
"stats": {
"execution_count": 2,
"success_count": 2,
"failure_count": 0,
"avg_execution_time_ms": 0.0,
"last_executed": null
},
"metadata": {
"auto_generated": true,
"event_count": 0,
"created_from_event": null
}
},
{
"edge_id": "node_001_to_node_000",
"from_node": "node_001",
"to_node": "node_000",
"action": {
"type": "unknown",
"target": {
"by_role": "unknown",
"by_text": null,
"by_position": null,
"selection_policy": "first",
"fallback_strategy": "visual_similarity",
"context_hints": {},
"hard_constraints": {},
"weights": {}
},
"parameters": {}
},
"constraints": {
"pre_conditions": {},
"required_confidence": 0.85,
"max_wait_time_ms": 5000,
"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 +"
],
"forbidden_texts": []
},
"min_source_similarity": 0.85,
"required_app_name": null,
"required_window_title": "unknown_window"
},
"post_conditions": {
"success_mode": "all",
"timeout_ms": 10000,
"poll_ms": 200,
"success": [
{
"kind": "window_title_contains",
"value": "Sans titre Bloc-notes",
"target": null
},
{
"kind": "text_present",
"value": "mode veille",
"target": null
},
{
"kind": "text_present",
"value": "dites sortie de veille de l'accès vocal ou appuyez sur le bouton micro pour activer l'accès vocal.",
"target": null
},
{
"kind": "text_present",
"value": "e03",
"target": null
},
{
"kind": "text_present",
"value": "i rpa_vision",
"target": null
},
{
"kind": "text_present",
"value": "x +",
"target": null
}
],
"fail_fast": [
{
"kind": "text_present",
"value": "erreur",
"target": null
},
{
"kind": "text_present",
"value": "error",
"target": null
},
{
"kind": "text_present",
"value": "échec",
"target": null
},
{
"kind": "text_present",
"value": "failed",
"target": null
},
{
"kind": "text_present",
"value": "impossible",
"target": null
},
{
"kind": "text_present",
"value": "accès refusé",
"target": null
},
{
"kind": "text_present",
"value": "access denied",
"target": null
},
{
"kind": "text_present",
"value": "not found",
"target": null
},
{
"kind": "text_present",
"value": "timeout",
"target": null
},
{
"kind": "text_present",
"value": "connexion perdue",
"target": null
},
{
"kind": "text_present",
"value": "session expirée",
"target": null
}
],
"retries": 2,
"backoff_ms": 150,
"expected_window_title": "Sans titre Bloc-notes",
"expected_app_name": null,
"min_target_similarity": 0.85,
"expected_node": "node_000",
"window_change_expected": true,
"new_ui_elements_expected": []
},
"stats": {
"execution_count": 1,
"success_count": 1,
"failure_count": 0,
"avg_execution_time_ms": 0.0,
"last_executed": null
},
"metadata": {
"auto_generated": true,
"event_count": 0,
"created_from_event": null
}
}
],
"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": "Python — session (20)",
"overall_score": 0.8798356838524342,
"is_production_ready": true,
"cluster_count": 2,
"outlier_count": 0,
"validation_accuracy": 1.0,
"recommendations": [
"✓ Workflow prêt pour production"
],
"created_at": "2026-03-20T22:06:22.340268"
},
"source_session_id": "sess_20260316T194221_f2f762",
"machine_id": "default"
},
"loops": {},
"conditionals": {},
"references": []
}