feat(competences): extract batch candidates

data/competences/observed/open_application_via_run.yaml

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+schema_version: 1
+id: open_application_via_run
+name: Ouvrir une application via Executer
+version: 1
+learning_state: observed
+
+intent:
+  fr: ouvrir une application Windows via la boite Executer
+
+parameters:
+  app_name: notepad
+  expected_process_name: Notepad.exe
+
+preconditions:
+  - id: windows_session_active
+    kind: heartbeat_present
+    max_age_ms: 3000
+  - id: no_blocking_system_dialog
+    kind: not_window_title_matches
+    pattern: "^(UAC|Windows Security|SmartScreen).*"
+
+methods_execution: sequence
+
+methods:
+  - id: step_1_open_run_dialog
+    kind: key_combo
+    primitive_ref: key_combo
+    parameters:
+      keys: ["win", "r"]
+    keys: ["win", "r"]
+    observed: true
+    trace_source: live_events.jsonl
+    trace_event_indices: [3]
+    description: "Ouvre la boite Executer avec Win+R"
+
+  - id: step_2_type_app_name
+    kind: text_input
+    primitive_ref: text_input_focused
+    parameters:
+      text: "notepad"
+      concat_rule: concat_in_order
+    observed: true
+    trace_source: live_events.jsonl
+    trace_event_indices: [6, 7, 9, 10, 11]
+    concat_rule: "join(text_input fragments in segment)"
+    reconstructed_text: "notepad"
+    description: "Saisit le nom de l'application dans la boite Executer"
+
+  - id: step_3_validate_with_enter
+    kind: key_combo
+    primitive_ref: key_combo
+    parameters:
+      keys: ["enter"]
+    keys: ["enter"]
+    observed: false
+    allowed_runtime_substitution: true
+    note: "Trace humaine #13 = mouse_click sur OK. Runtime = key_combo([enter]) equivalent semantique."
+    description: "Valide la boite Executer au runtime"
+
+success_marker:
+  mode: any_of
+  timeout_ms: 5000
+  markers:
+    - kind: active_process_name_is
+      value: Notepad.exe
+  supervised_requires:
+    - kind: active_process_name_is
+      value: Notepad.exe
+      evidence_state: observed_offline
+      required_for: replay_verified
+
+failure_message_template:
+  intention: ouvrir l'application demandee via la boite Executer
+  attendu: voir la fenetre principale de l'application attendue au premier plan
+  vu: "{observed_human_state}"
+  demande: confirmer que l'application est installee sur ce poste, ou m'indiquer un autre moyen de l'ouvrir
+
+chain_refs:
+  source_session: sess_20260324T165824_55b380
+  machine_id: DESKTOP-58D5CAC_windows
+  streaming_session_path: data/training/live_sessions/streaming_sessions/sess_20260324T165824_55b380.json
+  live_events_path: data/training/live_sessions/DESKTOP-58D5CAC_windows/sess_20260324T165824_55b380/live_events.jsonl
+  cleaned_segment:
+    status: documented_offline
+    keep_event_indices: [3, 4, 6, 7, 9, 10, 11, 16]
+    method_event_indices: [3, 6, 7, 9, 10, 11]
+    success_event_indices: [16]
+    excluded_event_indices: [5, 8, 12, 13, 14, 15]
+    stop_before_event_index: 17
+    stop_before:
+      - heartbeat_post_notepad_focus
+      - later_session_activity
+    ignored_between_method_and_success:
+      - action_result_open_run_dialog
+      - heartbeat_without_window_metadata
+      - human_mouse_click_ok_replaced_by_enter_runtime
+      - program_manager_transit_focus
+      - generic_action_result
+    notes:
+      - "Event #3 ouvre la boite Executer via Win+R."
+      - "Events #6/#7/#9/#10/#11 reconstruisent exactement 'notepad'."
+      - "Event #13 est un mouse_click humain sur OK sans anchor_ref; il est exclu de la methode runtime."
+      - "Au runtime, key_combo([enter]) remplace le mouse_click humain pour valider la boite Executer."
+      - "Event #16 prouve le succes par focus_change vers Notepad.exe."
+  workflow_pipeline_id: null
+  graph_node_id: null
+  faiss_state_signatures: []
+  target_memory_keys: []
+  dashboard_knowledge_visible: false
+
+promotion:
+  candidate_requires:
+    - cleaned_segment_validated
+    - method_trace_present
+    - success_marker_defined
+    - failure_message_template_valid
+    - primitive_ref_satisfied
+    - methods_sequence_valid
+  supervised_requires:
+    - replay_verified_once
+    - success_marker_matched_after_action
+    - human_validation
+  stable_requires:
+    min_successes: 3
+    distinct_contexts: 3
+    max_unexplained_failures: 0
+  t2_known_gaps:
+    - id: enter_action_not_in_trace
+      description: "Le mouse_click #13 valide la boite Executer; aucun key_combo([enter]) n'est dans la trace."
+      impact: "Au runtime, Lea emet key_combo([enter]) sans preuve directe dans cette trace humaine."
+      proposed_resolution: "Au replay supervise, utiliser active_process_name_is=Notepad.exe comme preuve de validation."
+      acted_by: Dom
+      acted_at: "2026-05-28T12:45:00+02:00"
+    - id: mouse_click_replaced_by_keyboard_at_runtime
+      description: "La methode runtime diverge de la trace humaine: mouse_click remplace par key_combo([enter])."
+      impact: "La validation T2 doit confirmer que key_combo([enter]) est equivalent fonctionnel dans la boite Executer."
+      proposed_resolution: "Verifier au replay supervise sur plusieurs applications Windows simples."
+      acted_by: Dom
+      acted_at: "2026-05-28T12:45:00+02:00"
+
+generalisation:
+  seen_contexts: []
+  method_success_rate: {}
+  variance_log: []
+
+failure_log: []
+
+created_at: "2026-05-28T12:45:00+02:00"
+last_updated_at: "2026-05-28T12:45:00+02:00"