Individual skill
autoresearch
Autonomous iteration loop: modify, verify, keep/discard against any metric
autoresearch/SKILL.md
Source commit 91108cf5c608edd1f00a8c5ac635f16504e08a35
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
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Repository context
- Repository stars (not skill ratings)
- 514
- Repository last updated
- Nov 8, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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LICENSEasset · 1,068 bytesSKILL.mdcore · 7,962 bytesSKILL.mdcore · 7,962 bytesSKILL.mdcore · 7,962 bytesSKILL.mdcore · 7,962 bytesSKILL.mdcore · 7,962 bytesagents/openai.yamlasset · 250 bytesautoresearch.mddoc · 4,891 bytesdebug.mddoc · 4,074 bytesevals.mddoc · 5,171 bytesfix.mddoc · 4,410 bytesimprove.mddoc · 6,170 byteslearn.mddoc · 8,082 bytesplan.mddoc · 2,890 bytespredict.mddoc · 3,825 bytesprobe.mddoc · 4,950 bytesreason.mddoc · 4,782 bytesreferences/orchestrator-routing.mddoc · 6,989 bytesreferences/predict-personas.mddoc · 3,145 bytesreferences/reason-judge-protocol.mddoc · 3,508 bytesreferences/security-checklist.mddoc · 3,524 bytesregression.mddoc · 9,500 bytesscenario.mddoc · 4,208 bytesscripts/orchestrate.shruns · 18,915 bytesscripts/score-regression.shruns · 7,711 bytessecurity.mddoc · 4,697 bytesship.mddoc · 3,926 bytes
Read excerpt
# Autoresearch — Autonomous Goal-directed Iteration
## Safety Invariants (all subcommands)
- Never push, publish, or deploy without explicit user approval.
- Bounded by default. Override with `Iterations: unlimited`.
- All results logged to `autoresearch/{subcommand}-{YYMMDD}-{HHMM}/` directory.
- Chain handoff via `handoff.json`. Evals reads `*-results.tsv`.
## Dispatch (bare `$autoresearch`)
Parse the invocation in this order:
| Condition | Mode |
|---|---|