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Auto-created by /handoff to track session-artifact commit.
Files:
- docs/lessons-learned.md (5 new lesson rows from this session)
Session: amo-runbook-rewrite-and-test-bug-fixes Duration: ~16.5h wall-clock, ...
Task ID
MIL-007
User / Business Goal
Test the MIL agent framework more rigorously, including .ai-factory rules, config, gate sample artifacts, and their
alignment with the executable flow harness.
...
agent:plan
Parent: #1 · Seed: seed_62c46b78f78c (v5)
Scope
발화정책(필요한 말만)과 LG U+ 증명(5종 발화)이 충돌하지 않게 모드 분리 + 3분 데모 시나리오를 검증한다.
- coaching_mode에 demo_verify / 일반 플레이 분기
- demo_verify: 5종 이벤트 중 4개 이상 한국어 TTS ...
ouroboros
task
Parent: #1 · Seed: seed_62c46b78f78c (v5)
Scope (UX 피드백: 유쾌하게 + 행동지시만)
발화 1건 = 유쾌한 페르소나 톤 + 구체 행동지시 정확히 1개. 원시 텔레메트리 수치 나레이션 금지.
- coaching_prompt/rule_based_coaching에서 부스트 N개, 현재 N km/h입니다 류 수치 나레이션 ...
ouroboros
task
Parent: #1 · Seed: seed_62c46b78f78c (v5)
Scope (UX 피드백: 너무 길고 잦음 → 필요한 말만)
일반 플레이 모드에서 의미있을 때만 발화하도록 speak-worthy 게이트 도입. 현재는 매 이벤트 발화.
- speak_decision = {should_speak, reason, cooldown_ok, duplicate_suppressed} ...
ouroboros
task
Objective
Polish the newly added ODI Deep Match Intelligence so the UI cards and podcast rundown are presenter-ready, readable,
non-repetitive, and consistent with existing Analyst Workspace display normalization. ...
analyst-workspace
enhancement
podcast-readiness
Summary
The interactive /model picker shows providers with total_models 50, but only loads the first 50 model IDs into the
selectable list. As a result, users cannot scroll/page to models after the first ...
comp/cli
comp/gateway
comp/tui
P2
type/bug
This issue is created automatically to track contribution activity.
Updation
In src/model/hybrid_model.py, HybridRecommender.__init__ sets the three fairness attributes (fairness_enabled,
fairness_key, fairness_max_share) twice in the same constructor — once before the causal debiasing ...
gssoc:approved
level:advanced
ml/ai
type:feature
Motivation
get_subject() (exported from package root since v2.x) extracts claims[ sub ] from the current request s access token.
That covers the identity question for audit logging and authorization checks, ...
enhancement

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