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37f1b46a77
* feat: AutoResearch framework + V2EX test suite (40 tasks) AutoResearch framework (Karpathy-style autonomous iteration): - engine.ts: 8-phase loop (review → modify → commit → verify → guard → decide → log) - config.ts: typed config + CLI parser + metric extraction - logger.ts: TSV append-only results log - commands/run.ts: main loop spawning Claude Code per iteration - commands/plan.ts: interactive config wizard - commands/fix.ts: auto-detect broken state, iteratively fix - commands/debug.ts: hypothesis-driven debugging for failing tasks V2EX test suite (5 layers, 40 tasks): - L1 Atomic (10): open, state, click, scroll, eval, back, wait - L2 Single Page (10): hot topics, node list, topic meta, pagination - L3 Multi-Step (10): click-read, navigate-node, tab-then-topic, pagination - L4 Write Ops (5): reply typing, favorite detection, form detection - L5 Complex Chain (5): cross-page collect, multi-node compare, full workflow Presets: operate-reliability, skill-quality, v2ex-reliability * test: V2EX test suite 60/60 — fix selectors, add harder tasks - Fix v2ex-collect-hot-authors selector (pathname-based member link detection) - Fix v2ex-wait-text judge (accept "appeared") - Fix trailing commas in eval step strings - Add 20 harder tasks: state+click interaction + long chain workflows - Baseline: 60/60 across all layers * docs: optimize SKILL.md for efficiency — aggressive chaining, minimize turns - Add Rule #7: minimize total tool calls (3-5 per task, not 15-20) - Strengthen Rule #5: chain aggressively with && - Add explicit good/bad chaining examples - Add click+wait+state chaining pattern - Add type+verify chaining pattern Before: 21 turns for complex V2EX reply task After: 12 turns for same task (-43% turns, -28% cost)
70 lines
2.2 KiB
TypeScript
70 lines
2.2 KiB
TypeScript
/**
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* AutoResearch TSV Logger — append-only results log with metadata header.
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*/
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import { writeFileSync, readFileSync, existsSync, appendFileSync } from 'node:fs';
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import type { AutoResearchConfig, IterationResult } from './config.js';
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const COLUMNS = ['iteration', 'commit', 'metric', 'delta', 'guard', 'status', 'description'];
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export class Logger {
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constructor(private path: string) {}
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/** Create the TSV file with metadata header */
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init(config: AutoResearchConfig): void {
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const header = [
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`# metric_direction: ${config.direction === 'higher' ? 'higher_is_better' : 'lower_is_better'}`,
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`# goal: ${config.goal}`,
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`# scope: ${config.scope.join(', ')}`,
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`# verify: ${config.verify}`,
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config.guard ? `# guard: ${config.guard}` : null,
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COLUMNS.join('\t'),
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].filter(Boolean).join('\n');
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writeFileSync(this.path, header + '\n', 'utf-8');
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}
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/** Append one iteration result */
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append(result: IterationResult): void {
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const row = [
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result.iteration,
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result.commit,
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result.metric,
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result.delta >= 0 ? `+${result.delta}` : result.delta,
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result.guard,
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result.status,
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result.description,
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].join('\t');
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appendFileSync(this.path, row + '\n', 'utf-8');
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}
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/** Read last N entries for pattern recognition */
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readLast(n: number): IterationResult[] {
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if (!existsSync(this.path)) return [];
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const lines = readFileSync(this.path, 'utf-8').split('\n')
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.filter(l => l && !l.startsWith('#') && !l.startsWith('iteration'));
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return lines.slice(-n).map(line => {
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const [iteration, commit, metric, delta, guard, status, ...desc] = line.split('\t');
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return {
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iteration: parseInt(iteration, 10),
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commit,
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metric: parseFloat(metric),
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delta: parseFloat(delta),
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guard: guard as 'pass' | 'fail' | '-',
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status: status as IterationResult['status'],
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description: desc.join('\t'),
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};
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});
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}
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/** Count consecutive discards from the end */
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consecutiveDiscards(): number {
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const entries = this.readLast(20);
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let count = 0;
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for (let i = entries.length - 1; i >= 0; i--) {
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if (entries[i].status === 'discard') count++;
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else break;
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}
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return count;
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}
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}
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