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feat(runtime/coach,reflex): retrieval-augmented dispatch via learned lessons

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This closes the learning loop. Lessons in knowledge.db now actually
influence behaviour:

- runtime/coach/advice.js: consult({plannedSkillId, snapshot}) reads
  knowledge.topAdvice() and returns 'override' / 'avoid' / 'proceed'.
  When a lesson says "avoid <skill>" with prefer="survive.flee" (etc.),
  the dispatcher swaps in the alternative.

- runtime/reflex.js:
  * curriculumReflex now consults advice before dispatch; on 'avoid'
    backs off the planned skill + sets wander hint; on 'override'
    dispatches the lesson's preferred alternative.
  * defendReflex (dist≤4 melee branch) consults advice too — so a
    creeper at 4m honours the starter rule "attack creeper → flee".
    Failure outcomes feed back via markApplied so confidence stays
    grounded.

SAFE_OVERRIDES whitelist contains only known runSkill targets
(survive.flee, survive.sleep, survive.eat, recovery.tunnel-out,
explore.far/wander, village.build-shelter); unknown prefers fall back
to plain 'avoid'.

7 advice tests; total suite 237 green.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
mayatnikov
2026-05-27 13:23:20 +03:00
co-authored by Claude Opus 4.7
parent 5449ad2e0d
commit e183aaec4e
4 changed files with 206 additions and 4 deletions
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package.json
+1 -1
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@@ -16,7 +16,7 @@
"tui": "tsx tui/tui.tsx",
"propose:apply": "node scripts/propose-apply.js",
"stop": "bash scripts/stop.sh",
"test": "node --test runtime/skills/contract.test.js runtime/skills/groups.test.js runtime/skills/compat.test.js runtime/skills/recovery-tunnel-out.test.js runtime/curriculum.test.js runtime/social/social.test.js runtime/social/conversation.test.js runtime/social/chat-history.test.js runtime/social/reply-pi.test.js runtime/stuck-incident.test.js runtime/compat.test.js runtime/reflex.test.js runtime/base-site.test.js runtime/locations.test.js runtime/watch-filter.test.js runtime/world-journal.test.js runtime/scenario-memory.test.js runtime/critic.test.js runtime/skill-library.test.js runtime/modes.test.js runtime/pathfinder-watchdog.test.js runtime/knowledge/knowledge.test.js runtime/coach/postmortem.test.js runtime/persona/chatter.test.js scripts/edit-scope.test.js scripts/lint-patch.test.js"
"test": "node --test runtime/skills/contract.test.js runtime/skills/groups.test.js runtime/skills/compat.test.js runtime/skills/recovery-tunnel-out.test.js runtime/curriculum.test.js runtime/social/social.test.js runtime/social/conversation.test.js runtime/social/chat-history.test.js runtime/social/reply-pi.test.js runtime/stuck-incident.test.js runtime/compat.test.js runtime/reflex.test.js runtime/base-site.test.js runtime/locations.test.js runtime/watch-filter.test.js runtime/world-journal.test.js runtime/scenario-memory.test.js runtime/critic.test.js runtime/skill-library.test.js runtime/modes.test.js runtime/pathfinder-watchdog.test.js runtime/knowledge/knowledge.test.js runtime/coach/postmortem.test.js runtime/coach/advice.test.js runtime/persona/chatter.test.js scripts/edit-scope.test.js scripts/lint-patch.test.js"
},
"dependencies": {
"better-sqlite3": "^11.10.0",