docs(02-04): complete human escalation handoff plan
- Summary with decisions, metrics, and self-check - STATE.md: advance progress to 78%, add decisions, record session - ROADMAP.md: update phase 2 plan progress (3 of 5 complete) - REQUIREMENTS.md: mark AGNT-05 complete
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@@ -3,14 +3,14 @@ gsd_state_version: 1.0
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milestone: v1.0
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milestone_name: milestone
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status: planning
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stopped_at: Completed 02-agent-features/02-01-PLAN.md
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last_updated: "2026-03-23T20:46:53.813Z"
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stopped_at: Completed 02-agent-features/02-04-PLAN.md
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last_updated: "2026-03-23T20:55:02.545Z"
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last_activity: 2026-03-23 — Roadmap created, ready for Phase 1 planning
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progress:
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total_phases: 3
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completed_phases: 1
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total_plans: 9
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completed_plans: 6
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completed_plans: 7
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percent: 0
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---
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@@ -56,6 +56,7 @@ Progress: [░░░░░░░░░░] 0%
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| Phase 01-foundation P03 | 9 | 2 tasks | 20 files |
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| Phase 02-agent-features P03 | 7 | 2 tasks | 7 files |
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| Phase 02-agent-features P02-01 | 9m 22s | 2 tasks | 15 files |
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| Phase 02-agent-features P04 | 5m | 2 tasks | 7 files |
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## Accumulated Context
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@@ -87,6 +88,9 @@ Recent decisions affecting current work:
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- [Phase 02-agent-features]: pgvector/pgvector:pg16 Docker image required for pgvector extension — postgres:16-alpine does not include vector extension control file
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- [Phase 02-agent-features]: SentenceTransformer loaded as lazy singleton — model loaded once on first use to avoid per-call 2s overhead; 384d all-MiniLM-L6-v2 matches vector(384) column
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- [Phase 02-agent-features]: embed_and_store Celery task is fire-and-forget (ignore_result=True) — embedding backfill never blocks LLM response path
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- [Phase 02-agent-features]: Keyword-based conversation metadata detection (v1) uses billing keywords + attempt counter from sliding window — simple and sufficient for initial escalation rules
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- [Phase 02-agent-features]: Escalation condition parser uses regex not eval — safe, no code injection risk, supports 'keyword AND count > N' format
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- [Phase 02-agent-features]: No-op audit logger stub in tasks.py allows escalation to function before Plan 02 audit module ships — one-import swap when ready
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### Pending Todos
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@@ -98,6 +102,6 @@ None yet.
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## Session Continuity
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Last session: 2026-03-23T20:46:53.810Z
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Stopped at: Completed 02-agent-features/02-01-PLAN.md
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Last session: 2026-03-23T20:55:02.542Z
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Stopped at: Completed 02-agent-features/02-04-PLAN.md
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Resume file: None
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