feat: intelligent task selection, learnings index, meta layer vision#48
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feat: intelligent task selection, learnings index, meta layer vision#48
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5-agent audit identified task selection as mesa-optimization: agent optimizes session success over project progress. 5 more agents audited the fix and found 7 issues, all resolved. Phase 1 — Prompt fixes: - Remove "smaller in scope" incentive from evolve-auto.md - Queue order authoritative, handoff advisory - "Tasks I Did NOT Pick and Why" in every handoff - Tracker delta required in session reports - Staleness multiplier (5+ sessions = 2x priority) - All-integration-tasks edge case handled Phase 2 — Task queue: - environment: internal | integration tags - blocked_reason subtypes: environment, dependency, design - .next-id for atomic task ID allocation - archive/ for done tasks (daemon auto-archives) - Tagged #12, #28, #29 blocked-environment - Fixed #43 broken frontmatter (duplicate of #40) Phase 3 — Overseer avoidance detection: - 6 new checks: stale tasks, cherry-picking, stuck integration, weak blocks, max attempts, skip accountability Learnings index: - INDEX.md with categorized one-line summaries (31/31 matched) - Agent reads index, opens files only when relevant - Updated CLAUDE.md, evolve.md Step 1 and Step 6l Meta layer vision (8 new tasks #46-#53): - #46 Healer — between-session trend observer - #47 Multi-agent PR review panel - #48 Human escalation (gh issue create + webhook) - #49 Self-evaluation loop against real repos - #50 Prompt self-refinement via strategist - #51 Cross-session cost intelligence - #52 Codebase world model (MODULE_MAP.md) - #53 Agent generates its own tasks across all dimensions Also: OPERATIONS.md stale task queue + --squash example fixed
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…ok config When the daemon hits a situation requiring human attention (circuit breaker tripped, budget exceeded, healer critical pattern), it now creates a GitHub issue with the needs-human label and optionally fires a webhook. - notify_human() in lib-agent.sh: creates GH issue + optional webhook POST - notification_webhook added to NightshiftConfig/DEFAULT_CONFIG/config.py - Wired into all 3 looping daemon circuit breakers + builder budget stop - Healer prompt Step 5: escalate on critical system health patterns - needs-human label created on repo - Documented in DAEMON.md Human Escalation section - 4 new tests, 663 total passing Task #48
4 tasks
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Summary
Phase 1: Prompt fixes
Phase 2: Task queue
environment: internal | integrationtags.next-idfor atomic ID allocation (no more collisions)archive/for done tasks (daemon auto-archives)Phase 3: Overseer avoidance detection
Learnings index
Meta layer vision (8 new tasks)
Test plan
bash -nall 4 daemons)