Individual skill
clawpathy-autoresearch
Eval-driven skill tuning. Given a task and an LLM-judge rubric, iteratively rewrites a SKILL.md until a downstream executor agent performs well against the judge. Low-code: all evaluation is LLM-as-judge, not deterministic Python.
skills/clawpathy-autoresearch/SKILL.md
Source commit df61706c3e32fea21ad88f5b8a5189c895f9524d
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,175
- Repository last updated
- Nov 7, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- bioinformatics Repository topic
- equity Repository topic
- genomics Repository topic
- local-first Repository topic
- openclaw Repository topic
- population-genetics Repository topic
- reproducibility Repository topic
- meta Declared skill tag
- autoresearch Declared skill tag
- skill-tuning Declared skill tag
- llm-judge Declared skill tag
- eval-driven Declared skill tag
- engineering Derived category
Declared tags are partial or unavailable.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.gitignoreasset · 957 bytesSKILL.mdcore · 5,516 bytesSKILL.mdcore · 5,516 bytesSKILL.mdcore · 5,516 bytes__init__.pyruns · 383 bytes__main__.pyruns · 1,427 bytesdispatcher.pyruns · 2,129 bytesexamples/champions/README.mddoc · 1,397 bytesexamples/champions/trubetskoy_scz_finemap_0.235.mddoc · 50,954 bytesexamples/champions/yengo_height_ldsc_h2.mddoc · 26,312 bytesexamples/demo_task/README.mddoc · 690 bytesexamples/demo_task/rubric.mddoc · 1,763 bytesexamples/demo_task/task.jsonasset · 463 bytesexamples/presentation_intro.mddoc · 3,637 bytesexamples/skill_transfer_summary.pngasset · 120,434 bytesexecutor.pyruns · 1,116 bytesjudge.pyruns · 2,677 bytesloop.pyruns · 5,231 bytesloop_parallel.pyruns · 9,466 bytesmultitask_loop.pyruns · 15,503 bytesprompts/builder.mddoc · 2,040 bytesprompts/executor.mddoc · 927 bytesprompts/judge.mddoc · 3,702 bytesprompts/proposer.mddoc · 1,213 bytesprompts/scout.mddoc · 797 bytesproposer.pyruns · 1,500 bytesworkspace.pyruns · 3,590 bytes
No licensed excerpt is available. You can inspect the pinned source.
