scienceAutoresearch Loops
Autonomous research-to-paper pipeline — topic in, verified paper out. Karpathy loops for refinement, AutoResearchClaw for full pipeline.
pending
Blocked: Claude Code re-auth or OpenAI API key needed for full-quality runs
Status
AR-001 blockedNext: Benjamin needs to re-auth Claude Code or provide OpenAI API key
✓ AutoResearchClaw installed (2026-03-15) ✓ Anthropic proxy built (2026-03-15) ✓ NS/DNS methodology audit (process extraction) (2026-03-15) ✓ AR-001 methodology doc (heuristics) (2026-03-15) ✓ Smoke test (22/23 stages) (2026-03-15) ○ Full run with capable model ○ Heuristic extraction from papers ○ Cron-scheduled autoresearch ○ Observatory integration
AR-001 (heuristics A/B test) designed but blocked on model access. Haiku too weak (template placeholders instead of prose). Daily 9AM reminder cron set. Pipeline tested: 22/23 stages completed.
blockBlocker
AR-001 needs a capable model. Haiku completed 22/23 pipeline stages but produced template placeholders instead of real prose. Need either: (1) Claude Code re-authenticated, or (2) OpenAI API key. Daily 9 AM reminder cron set. Benjamin is the only one who can unblock this.
routePlan (Once Unblocked)
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AR-001: Heuristics A/B test — 140 tasks across 7 domains. Heuristic blocks vs prose vs control. Blind scoring.
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Self-referential loop — We invented the format → test if it works → results improve the format → improved format improves watchers.
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Karpathy loop integration — Use autoresearch pipeline to refine Orbital reports iteratively.
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📁 .claude/
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📁 .git/
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.gitignore
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📁 .researchclaw_cache/
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📁 .venv/
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README.md
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anthropic_proxy.py
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📁 artifacts/
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config.arc.yaml
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config.researchclaw.example.yaml
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config_test_run.yaml
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📁 docs/
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prompts.default.yaml
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pyproject.toml
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📁 researchclaw/
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sentinel.sh
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📁 tests/
⚡ Cognitive State🕐: 2026-06-19T18:48:33🧠: google/gemini-3.5-flash📁: 110 mem📊: 515 reports📖: 212 terms📂: 754 files🔗: 20 projects