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

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:
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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import { test } from "node:test";
import assert from "node:assert/strict";
import { mkdtempSync, rmSync } from "node:fs";
import { tmpdir } from "node:os";
import { join } from "node:path";
import { initKnowledge, record } from "../knowledge/index.js";
import { __resetForTests, isAvailable, closeStore } from "../knowledge/store.js";
import { consult, reportOutcome, __testing } from "./advice.js";
const { SAFE_OVERRIDES } = __testing;
async function bootstrap() {
__resetForTests();
const tmp = mkdtempSync(join(tmpdir(), "pepa-advice-test-"));
await initKnowledge({ stateDir: tmp });
return tmp;
}
function cleanup(tmp) {
closeStore();
try { rmSync(tmp, { recursive: true, force: true }); } catch {}
}
test("consult: returns proceed when knowledge disabled", () => {
__resetForTests();
const res = consult({ plannedSkillId: "gather.logs", snapshot: {} });
assert.equal(res.action, "proceed");
});
test("consult: returns proceed when no relevant lesson", async () => {
const tmp = await bootstrap();
if (!isAvailable()) { cleanup(tmp); return; }
const res = consult({ plannedSkillId: "gather.unknown-skill", snapshot: {} });
assert.equal(res.action, "proceed");
cleanup(tmp);
});
test("consult: starter creeper rule routes attack → survive.flee", async () => {
const tmp = await bootstrap();
if (!isAvailable()) { cleanup(tmp); return; }
const res = consult({
plannedSkillId: "attack creeper",
snapshot: { closestHostile: { name: "creeper", distance: 4 } },
});
assert.equal(res.action, "override");
assert.equal(res.overrideSkillId, "survive.flee");
assert.ok(res.lessonId);
assert.ok(res.lesson);
cleanup(tmp);
});
test("consult: avoid lesson without prefer → 'avoid' action", async () => {
const tmp = await bootstrap();
if (!isAvailable()) { cleanup(tmp); return; }
record({
text: "Don't gather.stone — confirmed flaky.",
category: "pathing",
triggerSkill: "gather.stone",
avoidSkill: "gather.stone",
preferSkill: null,
confidence: 0.9,
source: "test",
});
const res = consult({ plannedSkillId: "gather.stone", snapshot: {} });
assert.equal(res.action, "avoid");
assert.ok(res.lessonId);
cleanup(tmp);
});
test("consult: prefer outside SAFE_OVERRIDES set → falls to avoid", async () => {
const tmp = await bootstrap();
if (!isAvailable()) { cleanup(tmp); return; }
record({
text: "test fallback",
category: "combat",
triggerSkill: "gather.logs",
avoidSkill: "gather.logs",
preferSkill: "non.standard.skill",
confidence: 0.9,
source: "test",
});
const res = consult({ plannedSkillId: "gather.logs", snapshot: {} });
assert.equal(res.action, "avoid", "unsafe prefer falls back to avoid, not override");
cleanup(tmp);
});
test("reportOutcome: no-op without lessonId", () => {
reportOutcome({ lessonId: null });
assert.ok(true);
});
test("SAFE_OVERRIDES: only contains known reflex skills", () => {
for (const id of SAFE_OVERRIDES) {
assert.ok(typeof id === "string" && id.includes("."), `${id} looks like a real skill id`);
}
});