feat: AutoResearch framework + V2EX test suite (60 tasks, SKILL.md optimization)#717
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feat: AutoResearch framework + V2EX test suite (60 tasks, SKILL.md optimization)#717
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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
- 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
…e 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)
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Summary
Results
Layer 1: Deterministic Commands
Layer 2: Claude Code E2E (11 tasks, all pass)
SKILL.md Optimization Impact
Files (14 new, 1 modified)
AutoResearch Framework
autoresearch/engine.ts— 8-phase Karpathy loopautoresearch/config.ts— typed config + CLI parserautoresearch/logger.ts— TSV results logautoresearch/commands/run.ts— main autonomous loopautoresearch/commands/plan.ts— interactive config wizardautoresearch/commands/fix.ts— auto-detect and fix errorsautoresearch/commands/debug.ts— hypothesis-driven debuggingV2EX Test Suite
autoresearch/v2ex-tasks.json— 60 tasks (7 layers)autoresearch/eval-v2ex.ts— runner with layer-based statsautoresearch/presets/v2ex-reliability.ts— V2EX presetSKILL.md
skills/opencli-operate/SKILL.md— chaining optimization