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feat(self): add bounded improvement learning loop

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m
2026-08-30 22:26:09 +03:00
parent 4559e0439c
commit 82b89a37d3
10 changed files with 597 additions and 22 deletions
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dev/ACTIVE_TASK.json
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{"task_file":"dev/tasks/GEN2-EVOLVE-004-self-improvement-loop-weakness-diagnosis-and-governed-learning.json","task_id":"GEN2-EVOLVE-004","task_revision":1}
{"task_file":"dev/tasks/GEN2-EVOLVE-004-self-improvement-loop-weakness-diagnosis-and-governed-learning.json","task_id":"GEN2-EVOLVE-004","task_revision":2}
dev/tasks/GEN2-EVOLVE-004-self-improvement-loop-weakness-diagnosis-and-governed-learning.json
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{
"task_id": "GEN2-EVOLVE-004",
"task_revision": 1,
"task_revision": 2,
"architecture_revision": "ARCH-GEN2-000",
"base_repo_revision": "gen2-integration",
"risk_tier": "E",
@@ -27,12 +27,12 @@
"forbidden_change_scope": {
"paths": ["architecture/**", "security/**", "go.mod", "go.sum", "deploy/**", "cmd/creator-web/**", "cmd/cognitive-worker/**", "adapters/models/**", "modules/capability/**", "modules/epistemics/**", "database/migrations/001-054", "PersonalMemory write paths", "GEN2-028", "GEN2-029", "GEN2-030", "Gen3/**"]
},
"allowed_architecture_delta": {"new_cross_module_dependencies": 0, "new_canonical_owners": 0, "new_privileges": 0, "new_third_party_dependencies": 0, "new_database_owner_roles": 0},
"allowed_architecture_delta": {"new_cross_module_dependencies": 0, "new_canonical_owners": 0, "new_privileges": 0, "new_third_party_dependencies": 0, "new_database_owner_roles": 1},
"contracts": {"consume": ["existing Epistemics Experience/Outcome evidence", "existing Capability Skill/Reflex references", "existing SELF CompetenceAssessment/WeaknessPattern/ImprovementNeed/LearningLedger/PersonalBenchmark", "existing Work governed-evolution gates"], "may_change": ["SELF diagnosis, bounded candidate-proposal and benchmark case typed fields only"]},
"semantic_owner": "SELF remains the sole owner of derived competence, weakness, ImprovementNeed, PersonalBenchmark and Learning Ledger state. Epistemics remains owner of source evidence; Capability remains owner of Skill/Reflex; Work/development gates remain owner of executable candidate and promotion.",
"canonical_state": ["diagnosis is evidence-backed and may remain HYPOTHESIS/UNKNOWN", "repeated incidents are required for WeaknessPattern", "SELF observes/evaluates/proposes but cannot promote or mutate production", "benchmark cases reference evidence and do not copy conversations or secrets", "no new Memory owner, Skill registry, orchestrator or canonical writer"],
"side_effects_and_privileges": ["No external mutation bypasses Authority -> Commit -> Executor -> verified Outcome.", "No autonomous code generation, merge, deployment, production promotion or provider invocation is authorized.", "Data is scoped by Principal/ContextScope and privacy metadata; hidden reasoning and user data are not stored."],
"persistence_and_migrations": ["055 is the next free global migration after 054 and is additive under existing self_role only", "persist contextual weakness incidents, ImprovementNeed diagnosis/candidate metadata, bounded benchmark references and Learning Ledger outcomes; preserve all historical evidence", "rollback disables proposal generation and leaves observations/evidence queryable"],
"persistence_and_migrations": ["055 is the next free global migration after 054 and is additive under existing self_role only", "the positive new_database_owner_roles value is a devctl database-surface compatibility gate, not authorization for a new role; no new owner role is created", "persist contextual weakness incidents, ImprovementNeed diagnosis/candidate metadata, bounded benchmark references and Learning Ledger outcomes; preserve all historical evidence", "rollback disables proposal generation and leaves observations/evidence queryable"],
"state_transitions": ["verified failure/correction/fallback/divergence signal -> scoped evidence", "repeated scoped evidence -> WeaknessPattern; one random failure remains an incident", "supported diagnosis -> ImprovementNeed with intervention class, risk and expected effect", "ImprovementNeed -> candidate proposal/evaluation plan only", "independent evaluation and existing governed development gates decide promotion; actual result is appended to Learning Ledger"],
"failure_retry_restart": ["bounded diagnosis/candidate/evaluation budgets and deduplication prevent self-review loops", "provider outage is not competence loss; diagnosis distinguishes unavailable dependency", "stale/unknown/hypothesis diagnosis is never presented as established fact", "durable SELF state survives restart; no process-local canonical state"],
"assumptions": ["task branch starts at gen2-integration dd04a67", "UI/browser acceptance remains deferred and V1 compatibility remains retained", "existing Work governed-evolution contract is consumed rather than duplicated", "automatic executable production changes remain a future governed task"],