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)
○
AR-001: Heuristics A/B test — 140 tasks across 7 domains. Heuristic blocks vs prose vs control. Blind scoring.
○
Self-referential loop — We invented the format → test if it works → results improve the format → improved format improves watchers.
○
Karpathy loop integration — Use autoresearch pipeline to refine Orbital reports iteratively.
folderFiles
1 files
📁 .claude/
11 files
📁 .git/
1KB
.gitignore
1 files
📁 .researchclaw_cache/
6 files
📁 .venv/
17KB
README.md
4KB
anthropic_proxy.py
2 files
📁 artifacts/
2KB
config.arc.yaml
2KB
config.researchclaw.example.yaml
1KB
config_test_run.yaml
13 files
📁 docs/
2 files
📁 image/
21KB
prompts.default.yaml
604B
pyproject.toml
21 files
📁 researchclaw/
4KB
sentinel.sh
30 files
📁 tests/
⚡ Cognitive State🕐: 2026-05-17T13:07:52🧠: claude-sonnet-4-6📁: 105 mem📊: 429 reports📖: 212 terms📂: 636 files🔗: 17 projects