v0.3.0: Maslow + Awareness — self-learning bot with needs ladder, event-driven reflex, and TimeWeb fast advisor #27

Merged
halofourteen merged 8 commits from v0.3.0 into main 2026-05-27 19:37:57 +03:00
9 changed files with 499 additions and 9 deletions
Showing only changes of commit bc381b2a4b - Show all commits
+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/skills/pillar-up.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/skill-registry.test.js runtime/modes.test.js runtime/pathfinder-watchdog.test.js runtime/manifesto/needs.test.js runtime/manifesto/state.test.js runtime/awareness/events.test.js runtime/knowledge/knowledge.test.js runtime/llm/provider.test.js runtime/coach/postmortem.test.js runtime/coach/advice.test.js runtime/coach/reflect.test.js runtime/coach/fast-advisor.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/skills/pillar-up.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/skill-registry.test.js runtime/modes.test.js runtime/pathfinder-watchdog.test.js runtime/manifesto/needs.test.js runtime/manifesto/state.test.js runtime/awareness/events.test.js runtime/knowledge/knowledge.test.js runtime/llm/provider.test.js runtime/coach/postmortem.test.js runtime/coach/advice.test.js runtime/coach/reflect.test.js runtime/coach/fast-advisor.test.js runtime/coach/advisor-trigger.test.js runtime/persona/chatter.test.js scripts/edit-scope.test.js scripts/lint-patch.test.js"
},
"dependencies": {
"better-sqlite3": "^11.10.0",
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@@ -239,6 +239,11 @@ function dispatchAction(fn, label, opts = {}) {
}
reflexCtx.busy = true;
reflexCtx.currentActionLabel = label;
// Rolling window of last 8 dispatched skill ids — read by
// runtime/coach/advisor-trigger.js to detect loops (4+ same in a row)
reflexCtx.recentSkillIds = reflexCtx.recentSkillIds ?? [];
reflexCtx.recentSkillIds.push(label);
if (reflexCtx.recentSkillIds.length > 8) reflexCtx.recentSkillIds.shift();
// v0.3.0-rc.3 — pre-emption: each dispatch gets a fresh AbortController.
// awareness/events.js#onPreempt fires controller.abort() when the env
// shocks (forced move, HP plunge, hostile spawn) the current skill
+164
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@@ -0,0 +1,164 @@
// Auto-trigger policy for the fast tactical advisor.
//
// The advisor is too slow for synchronous use inside a reflex tick
// (5-15s via TimeWeb's hosted agent endpoint). The strategy here is
// asynchronous: when conditions warrant tactical advice, fire-and-forget
// an advise() call; when the result eventually arrives, cache it on
// ctx.advisorRecommendation. The next reflex tick reads that cache and
// can substitute the recommended skill before dispatching.
//
// Triggers (any one, AND-ed with the not-recently-asked cooldown):
//
// 1. Wedged > 60s — bot's position hasn't shifted ≥16 blocks in over
// a minute (already tracked by reflex.js as lastSignificantMoveAt)
// 2. Last 4+ dispatches were the same skill — clear loop signal
// 3. Last awareness preempt was very recent AND followed by same
// skill being dispatched again — env-shock-blind retry
//
// The recommendation has a TTL (60s). After that it's stale and the
// reflex falls back to manifesto / curriculum. This keeps the system
// reactive — advice ages out, fresh data drives fresh advice.
import { advise, isAvailable as advisorAvailable } from "./fast-advisor.js";
import { isRegistered } from "../skill-registry.js";
import { info, warn } from "../log.js";
const TRIGGER_COOLDOWN_MS = 90_000;
const RECOMMENDATION_TTL_MS = 60_000;
const WEDGED_THRESHOLD_MS = 60_000;
const REPEAT_THRESHOLD = 4;
const PREEMPT_WINDOW_MS = 30_000;
let _lastTriggerAt = 0;
let _inFlight = false;
export function _resetForTest() {
_lastTriggerAt = 0;
_inFlight = false;
}
export function getTriggerState() {
return {
lastTriggerAt: _lastTriggerAt,
inFlight: _inFlight,
};
}
/**
* tickAdvisor(ctx) → maybe-fires advise() in background.
*
* Called from reflex AFTER it has chosen a plannedSkillId but BEFORE
* dispatching. Does NOT block — the in-flight call resolves later and
* writes ctx.advisorRecommendation. The caller decides whether to
* consume a fresh recommendation on this tick or wait for the next.
*/
export function tickAdvisor(ctx, { plannedSkillId } = {}) {
if (!advisorAvailable()) return { fired: false, reason: "disabled" };
if (_inFlight) return { fired: false, reason: "in_flight" };
const now = Date.now();
if (now - _lastTriggerAt < TRIGGER_COOLDOWN_MS) {
return { fired: false, reason: "cooldown" };
}
// Drop a recommendation that's already aged out.
if (ctx.advisorRecommendation && now - ctx.advisorRecommendation.at > RECOMMENDATION_TTL_MS) {
ctx.advisorRecommendation = null;
}
const reason = detectTrigger(ctx, now, plannedSkillId);
if (!reason) return { fired: false, reason: "no_trigger" };
_lastTriggerAt = now;
_inFlight = true;
const snapshot = ctx.snapshot ?? null;
const recentSkillIds = (ctx.recentSkillIds ?? []).slice(-8);
info("advisor-trigger", `firing because ${reason} (planned=${plannedSkillId ?? "?"})`);
// Fire-and-forget. The promise's resolution writes ctx.advisorRecommendation.
advise({ snapshot, reason, recentSkillIds, lessonsTail: ctx.recentLessons ?? [], force: true })
.then((result) => {
_inFlight = false;
if (result.ok && result.action === "switch_skill" && isRegistered(result.skillId)) {
ctx.advisorRecommendation = {
at: Date.now(),
skillId: result.skillId,
action: "switch_skill",
rationale: result.rationale,
triggerReason: reason,
latencyMs: result.latencyMs,
usage: result.usage ?? null,
};
info("advisor-trigger", `recommendation cached: ${result.skillId} (${result.latencyMs}ms, in=${result.usage?.in ?? "?"}t/out=${result.usage?.out ?? "?"}t)`);
} else if (result.ok && (result.action === "wait" || result.action === "continue")) {
ctx.advisorRecommendation = {
at: Date.now(),
action: result.action,
rationale: result.rationale,
triggerReason: reason,
latencyMs: result.latencyMs,
usage: result.usage ?? null,
};
info("advisor-trigger", `recommendation: ${result.action} (${result.latencyMs}ms)`);
} else if (!result.ok) {
warn("advisor-trigger", `advise failed: ${result.code} (${result.detail})`);
}
})
.catch((e) => {
_inFlight = false;
warn("advisor-trigger", `advise threw: ${e?.message ?? e}`);
});
return { fired: true, reason };
}
function detectTrigger(ctx, now, plannedSkillId) {
// 1. Wedged > threshold
if (ctx.lastSignificantMoveAt && (now - ctx.lastSignificantMoveAt) > WEDGED_THRESHOLD_MS) {
return `wedged_${Math.round((now - ctx.lastSignificantMoveAt) / 1000)}s`;
}
// 2. Repeat-skill loop
const recent = ctx.recentSkillIds ?? [];
if (recent.length >= REPEAT_THRESHOLD) {
const tail = recent.slice(-REPEAT_THRESHOLD);
const allSame = tail.every((id) => id === tail[0]);
if (allSame && plannedSkillId === tail[0]) {
return `repeat_${REPEAT_THRESHOLD}_${tail[0]}`;
}
}
// 3. Recent preempt followed by same skill again
if (ctx.lastPreempt && now - ctx.lastPreempt.at < PREEMPT_WINDOW_MS) {
const lastDispatched = recent[recent.length - 1];
if (lastDispatched && lastDispatched === plannedSkillId) {
return `preempt_retry_${ctx.lastPreempt.reason}`;
}
}
return null;
}
/**
* consumeFreshRecommendation(ctx) → { skillId, action, rationale } | null
*
* Returns a recommendation if one is currently cached and fresh, and
* clears it so subsequent ticks don't re-apply the same advice.
*/
export function consumeFreshRecommendation(ctx) {
const rec = ctx.advisorRecommendation;
if (!rec) return null;
if (Date.now() - rec.at > RECOMMENDATION_TTL_MS) {
ctx.advisorRecommendation = null;
return null;
}
if (rec.action !== "switch_skill" || !rec.skillId) {
// 'continue' / 'wait' don't replace dispatch; surface for telemetry only
return null;
}
ctx.advisorRecommendation = null;
return rec;
}
// Test exports
export const __testing = {
TRIGGER_COOLDOWN_MS, RECOMMENDATION_TTL_MS, WEDGED_THRESHOLD_MS,
REPEAT_THRESHOLD, PREEMPT_WINDOW_MS, detectTrigger,
};
+216
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@@ -0,0 +1,216 @@
import { test } from "node:test";
import assert from "node:assert/strict";
import {
tickAdvisor,
consumeFreshRecommendation,
getTriggerState,
_resetForTest,
__testing,
} from "./advisor-trigger.js";
import { _resetForTest as resetAdvisor } from "./fast-advisor.js";
const { detectTrigger, WEDGED_THRESHOLD_MS, REPEAT_THRESHOLD, PREEMPT_WINDOW_MS, RECOMMENDATION_TTL_MS } = __testing;
const API_KEY = "TIMEWEB_API_KEY";
const MODEL = "TIMEWEB_MODEL";
function withEnv(env, fn) {
const prev = {};
for (const k of Object.keys(env)) {
prev[k] = process.env[k];
if (env[k] === undefined) delete process.env[k];
else process.env[k] = env[k];
}
return Promise.resolve(fn()).finally(() => {
for (const [k, v] of Object.entries(prev)) {
if (v === undefined) delete process.env[k];
else process.env[k] = v;
}
});
}
function stubFetch(reply, latency = 0) {
const orig = globalThis.fetch;
globalThis.fetch = async () => {
if (latency) await new Promise((r) => setTimeout(r, latency));
return {
ok: true,
json: async () => ({
choices: [{ message: { content: typeof reply === "string" ? reply : JSON.stringify(reply) } }],
usage: { prompt_tokens: 1500, completion_tokens: 40, total_tokens: 1540 },
}),
};
};
return () => { globalThis.fetch = orig; };
}
test("detectTrigger: returns null when nothing matches", () => {
const r = detectTrigger({ recentSkillIds: [] }, Date.now(), "gather.logs");
assert.equal(r, null);
});
test("detectTrigger: wedged > 60s fires", () => {
const now = Date.now();
const r = detectTrigger(
{ recentSkillIds: ["x"], lastSignificantMoveAt: now - WEDGED_THRESHOLD_MS - 5000 },
now,
"explore.far",
);
assert.match(r, /^wedged_\d+s/);
});
test("detectTrigger: 4 same dispatches in row + same planned → repeat", () => {
const now = Date.now();
const r = detectTrigger(
{ recentSkillIds: ["explore.far", "explore.far", "explore.far", "explore.far"] },
now,
"explore.far",
);
assert.match(r, /^repeat_4_explore\.far/);
});
test("detectTrigger: same skill repeated but planned is different → no repeat trigger", () => {
const now = Date.now();
const r = detectTrigger(
{ recentSkillIds: ["explore.far", "explore.far", "explore.far", "explore.far"] },
now,
"gather.logs",
);
assert.equal(r, null);
});
test("detectTrigger: recent preempt + same skill re-planned → preempt_retry", () => {
const now = Date.now();
const r = detectTrigger(
{
recentSkillIds: ["gather.logs"],
lastPreempt: { at: now - 5000, reason: "forced_move" },
},
now,
"gather.logs",
);
assert.equal(r, "preempt_retry_forced_move");
});
test("detectTrigger: old preempt (> window) does not trigger", () => {
const now = Date.now();
const r = detectTrigger(
{
recentSkillIds: ["gather.logs"],
lastPreempt: { at: now - PREEMPT_WINDOW_MS - 5000, reason: "forced_move" },
},
now,
"gather.logs",
);
assert.equal(r, null);
});
test("tickAdvisor: disabled when TIMEWEB_API_KEY missing", async () => {
await withEnv({ [API_KEY]: undefined }, () => {
_resetForTest();
const r = tickAdvisor({ recentSkillIds: [] }, { plannedSkillId: "x" });
assert.equal(r.fired, false);
assert.equal(r.reason, "disabled");
});
});
test("tickAdvisor: no_trigger when ctx has nothing interesting", async () => {
await withEnv({ [API_KEY]: "k", [MODEL]: "m" }, () => {
_resetForTest();
resetAdvisor();
const r = tickAdvisor({ recentSkillIds: [] }, { plannedSkillId: "gather.logs" });
assert.equal(r.fired, false);
assert.equal(r.reason, "no_trigger");
});
});
test("tickAdvisor: fires on wedged trigger and caches recommendation", async () => {
const restore = stubFetch({
action: "switch_skill",
skill_id: "survive.flee",
rationale: "Wedged here, retreat instead.",
});
try {
await withEnv({ [API_KEY]: "k", [MODEL]: "m" }, async () => {
_resetForTest();
resetAdvisor();
const ctx = {
recentSkillIds: ["explore.far"],
lastSignificantMoveAt: Date.now() - 120_000,
};
const r = tickAdvisor(ctx, { plannedSkillId: "explore.far" });
assert.equal(r.fired, true);
assert.match(r.reason, /^wedged_/);
assert.equal(getTriggerState().inFlight, true);
// Wait for the in-flight promise to settle.
await new Promise((res) => setTimeout(res, 20));
assert.equal(getTriggerState().inFlight, false);
assert.ok(ctx.advisorRecommendation, "recommendation cached");
assert.equal(ctx.advisorRecommendation.skillId, "survive.flee");
assert.equal(ctx.advisorRecommendation.usage.total, 1540);
});
} finally { restore(); }
});
test("tickAdvisor: cooldown blocks second trigger right after", async () => {
const restore = stubFetch({ action: "continue", rationale: "ok" });
try {
await withEnv({ [API_KEY]: "k", [MODEL]: "m" }, async () => {
_resetForTest();
resetAdvisor();
const ctx = {
recentSkillIds: ["explore.far"],
lastSignificantMoveAt: Date.now() - 120_000,
};
const r1 = tickAdvisor(ctx, { plannedSkillId: "explore.far" });
assert.equal(r1.fired, true);
await new Promise((res) => setTimeout(res, 20));
const r2 = tickAdvisor(ctx, { plannedSkillId: "explore.far" });
assert.equal(r2.fired, false);
assert.equal(r2.reason, "cooldown");
});
} finally { restore(); }
});
test("consumeFreshRecommendation: returns + clears switch_skill recommendation", () => {
_resetForTest();
const ctx = {
advisorRecommendation: {
at: Date.now(),
action: "switch_skill",
skillId: "survive.flee",
rationale: "x",
},
};
const r = consumeFreshRecommendation(ctx);
assert.ok(r);
assert.equal(r.skillId, "survive.flee");
assert.equal(ctx.advisorRecommendation, null);
});
test("consumeFreshRecommendation: stale (> TTL) recommendation dropped", () => {
_resetForTest();
const ctx = {
advisorRecommendation: {
at: Date.now() - RECOMMENDATION_TTL_MS - 1000,
action: "switch_skill",
skillId: "survive.flee",
},
};
const r = consumeFreshRecommendation(ctx);
assert.equal(r, null);
assert.equal(ctx.advisorRecommendation, null);
});
test("consumeFreshRecommendation: continue/wait recommendations are not consumed for skill swap", () => {
_resetForTest();
const ctx = {
advisorRecommendation: { at: Date.now(), action: "continue", rationale: "ok" },
};
const r = consumeFreshRecommendation(ctx);
assert.equal(r, null);
// stays cached for telemetry
assert.ok(ctx.advisorRecommendation);
});
+28 -2
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@@ -23,14 +23,33 @@ const COOLDOWN_MS = 30_000;
let _callTimes = [];
let _lastCallAt = 0;
let _tokensIn = 0;
let _tokensOut = 0;
let _calls = 0;
export function isAvailable() {
return llmAvailable();
}
export function getUsageSnapshot() {
const now = Date.now();
const hourAgo = now - 3600_000;
const recentCalls = _callTimes.filter((t) => t > hourAgo).length;
return {
callsLastHour: recentCalls,
callsTotal: _calls,
tokensInTotal: _tokensIn,
tokensOutTotal: _tokensOut,
hourlyBudget: HOURLY_BUDGET,
};
}
export function _resetForTest() {
_callTimes = [];
_lastCallAt = 0;
_tokensIn = 0;
_tokensOut = 0;
_calls = 0;
}
/**
@@ -69,6 +88,11 @@ export async function advise({
_lastCallAt = now;
const res = await complete({ system, user, json: true });
_calls += 1;
if (res.usage) {
_tokensIn += res.usage.in;
_tokensOut += res.usage.out;
}
if (!res.ok) {
warn("advisor", `complete failed: ${res.code} (${res.detail})`);
return { ok: false, code: res.code, detail: res.detail, latencyMs: res.latencyMs };
@@ -93,6 +117,7 @@ export async function advise({
rationale,
raw: parsed,
latencyMs: res.latencyMs,
usage: res.usage,
};
}
info("advisor", `switch_skill → ${skillId} (${rationale.slice(0, 80)})`);
@@ -103,15 +128,16 @@ export async function advise({
rationale,
raw: parsed,
latencyMs: res.latencyMs,
usage: res.usage,
};
}
if (action === "continue" || action === "wait") {
info("advisor", `${action} (${rationale.slice(0, 80)})`);
return { ok: true, action, rationale, raw: parsed, latencyMs: res.latencyMs };
return { ok: true, action, rationale, raw: parsed, latencyMs: res.latencyMs, usage: res.usage };
}
return { ok: false, code: "bad_action", detail: action || "missing", raw: parsed, latencyMs: res.latencyMs };
return { ok: false, code: "bad_action", detail: action || "missing", raw: parsed, latencyMs: res.latencyMs, usage: res.usage };
}
function buildSystemPrompt() {
+14 -3
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@@ -141,8 +141,19 @@ export async function complete({
}
}
info("llm", `${useModel} ok (${latencyMs}ms, ${text.length}ch)`);
return { ok: true, text: parsed, raw: text, latencyMs };
// usage shape per OpenAI / TimeWeb / most compat endpoints:
// { prompt_tokens, completion_tokens, total_tokens }
const usage = normaliseUsage(payload?.usage);
info("llm", `${useModel} ok (${latencyMs}ms, ${text.length}ch, in=${usage.in}/out=${usage.out}t)`);
return { ok: true, text: parsed, raw: text, latencyMs, usage };
}
function normaliseUsage(u) {
if (!u || typeof u !== "object") return { in: 0, out: 0, total: 0 };
const inT = Number(u.prompt_tokens ?? u.input_tokens ?? 0) || 0;
const outT = Number(u.completion_tokens ?? u.output_tokens ?? 0) || 0;
const total = Number(u.total_tokens ?? inT + outT) || (inT + outT);
return { in: inT, out: outT, total };
}
function tryParseJson(text) {
@@ -155,4 +166,4 @@ function tryParseJson(text) {
}
// Test exports
export const __testing = { ENV, DEFAULT_BASE_URL, DEFAULT_TIMEOUT_MS, tryParseJson };
export const __testing = { ENV, DEFAULT_BASE_URL, DEFAULT_TIMEOUT_MS, tryParseJson, normaliseUsage };
+20 -2
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@@ -26,6 +26,7 @@ import {
} from "./actions.js";
import { runSkill, getSkill } from "./skills/index.js";
import { consult as consultAdvice, reportOutcome as reportAdviceOutcome } from "./coach/advice.js";
import { tickAdvisor, consumeFreshRecommendation } from "./coach/advisor-trigger.js";
import { pickActiveNeed } from "./manifesto/state.js";
import { situationHash } from "./scenario-memory.js";
import { tickModes } from "./modes.js";
@@ -530,8 +531,25 @@ function curriculumReflex(ctx) {
// Pick what to dispatch: manifesto wins over curriculum plan because
// it expresses concrete needs rather than abstract "next milestone".
const skillId = manifestoSkillId ?? plan.skillId;
const skillSource = manifestoSkillId ? `manifesto:${activeNeed.need.id}` : "curriculum";
let skillId = manifestoSkillId ?? plan.skillId;
let skillSource = manifestoSkillId ? `manifesto:${activeNeed.need.id}` : "curriculum";
// v0.3.0 fast-advisor: if a fresh recommendation is sitting on ctx
// (the result of a previous tick's async advise() call), use it.
// This is the closing of the awareness → LLM → action loop.
if (!ctx.disableAdvisor) {
const rec = consumeFreshRecommendation(ctx);
if (rec && rec.skillId) {
info(REFLEX_LOG, `advisor override: ${skillId}${rec.skillId} (${rec.triggerReason}, ${rec.rationale?.slice(0, 60)})`);
skillId = rec.skillId;
skillSource = `advisor:${rec.triggerReason}`;
}
// Always fire-and-forget another advise() if triggers fire — the
// result lands on a future tick. tickAdvisor handles its own
// cooldown / in-flight checks so this is safe to call every tick.
tickAdvisor(ctx, { plannedSkillId: skillId });
}
const skill = getSkill(skillId);
if (!skill) {
// Suggested a skill that isn't registered yet — fall back
+3
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@@ -49,6 +49,8 @@ function makeCtx({
disableManifesto = true, // curriculum branch tests don't construct
// full snapshots; manifesto is exercised by
// runtime/manifesto/state.test.js separately.
disableAdvisor = true, // advisor-trigger fires real async LLM calls,
// tested directly in advisor-trigger.test.js.
} = {}) {
const dispatches = [];
const ctx = {
@@ -62,6 +64,7 @@ function makeCtx({
skillBackoff,
metrics,
disableManifesto,
disableAdvisor,
dispatch(fn, label, opts = {}) {
dispatches.push({ fn, label, opts });
},
+48 -1
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@@ -11,7 +11,8 @@ import { config as loadDotenv } from "dotenv";
loadDotenv();
import { complete, isAvailable, getConfig } from "../runtime/llm/provider.js";
import { advise, _resetForTest as resetAdvisor } from "../runtime/coach/fast-advisor.js";
import { advise, getUsageSnapshot, _resetForTest as resetAdvisor } from "../runtime/coach/fast-advisor.js";
import { tickAdvisor, consumeFreshRecommendation, _resetForTest as resetTrigger } from "../runtime/coach/advisor-trigger.js";
function redact(key) {
if (!key) return "(unset)";
@@ -74,10 +75,56 @@ async function main() {
console.log(` action: ${r3.action}`);
console.log(` skillId: ${r3.skillId ?? "(n/a)"}`);
console.log(` why: ${r3.rationale}`);
if (r3.usage) {
console.log(` tokens: in=${r3.usage.in} out=${r3.usage.out} total=${r3.usage.total}`);
}
} else {
console.log(` code: ${r3.code}`);
console.log(` detail: ${String(r3.detail).slice(0, 200)}`);
}
console.log("");
console.log("→ probe 4: auto-trigger flow (tickAdvisor → wait → consumeFreshRecommendation)");
resetAdvisor();
resetTrigger();
const ctx = {
snapshot: { position: { x: 608, y: 90, z: 91 }, health: 14, food: 18, isDay: true,
inventory: { dirt: 4 }, activeSkill: "explore.far" },
recentSkillIds: ["explore.far", "explore.far", "explore.far", "explore.far"],
lastSignificantMoveAt: Date.now() - 90_000,
};
const t = tickAdvisor(ctx, { plannedSkillId: "explore.far" });
console.log(` trigger fired: ${t.fired} (${t.reason})`);
// wait up to 25s for async advise to land
const waitStart = Date.now();
while (!ctx.advisorRecommendation && Date.now() - waitStart < 25_000) {
await new Promise((r) => setTimeout(r, 200));
}
const consumed = consumeFreshRecommendation(ctx);
if (consumed) {
console.log(` recommendation: ${consumed.skillId}`);
console.log(` rationale: ${consumed.rationale}`);
console.log(` latency: ${consumed.latencyMs}ms`);
if (consumed.usage) {
console.log(` tokens: in=${consumed.usage.in} out=${consumed.usage.out} total=${consumed.usage.total}`);
}
} else {
console.log(` no recommendation (timeout or non-switch action)`);
}
console.log("");
console.log("=== Usage budget summary ===");
const usage = getUsageSnapshot();
console.log(` calls (last hour): ${usage.callsLastHour}/${usage.hourlyBudget}`);
console.log(` calls total: ${usage.callsTotal}`);
console.log(` tokens in (total): ${usage.tokensInTotal}`);
console.log(` tokens out (total): ${usage.tokensOutTotal}`);
// Rough cost estimate for context — TimeWeb pricing unknown, OpenAI
// gpt-5-mini hypothetical: $0.15/M input + $0.60/M output.
const estUsd = (usage.tokensInTotal * 0.15 + usage.tokensOutTotal * 0.60) / 1_000_000;
console.log(` est. cost (OpenAI gpt-5-mini pricing): $${estUsd.toFixed(6)}`);
console.log(` per-call avg in: ${Math.round(usage.tokensInTotal / Math.max(1, usage.callsTotal))}t`);
console.log(` hourly @ budget: ${Math.round(usage.tokensInTotal / Math.max(1, usage.callsTotal)) * usage.hourlyBudget}t in / ${Math.round(usage.tokensOutTotal / Math.max(1, usage.callsTotal)) * usage.hourlyBudget}t out`);
}
function logResult(r) {