Individual skill
codex-autoresearch
Run repeated, measured Git experiments toward a numeric target; keep improvements and revert failures. Use for autonomous optimization or managing an autoresearch run, not one-shot edits.
SKILL.md
Source commit 0f54c571707487f59486ba7c50d405edfc746c19
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- Yes
- Skill scan complete
- Yes
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 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)
- 3,175
- Repository last updated
- Sep 12, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- automation Repository topic
- autonomous-agent Repository topic
- autoresearch Repository topic
- codex Repository topic
- codex-cli Repository topic
- codex-skill Repository topic
- developer-tools Repository topic
- iteration Repository topic
- openai Repository topic
- skill Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.github/workflows/ci.ymlasset · 1,029 bytes.gitignoreasset · 63 bytesCITATION.cffasset · 527 bytesCONTRIBUTING.mddoc · 3,035 bytesLICENSEasset · 1,063 bytesREADME.mddoc · 9,349 bytesSKILL.mdcore · 2,549 bytesagents/openai.yamlasset · 301 bytesdocs/EXAMPLES.mddoc · 4,722 bytesdocs/GUIDE.mddoc · 8,135 bytesdocs/INSTALL.mddoc · 2,142 bytesdocs/i18n/README_DE.mddoc · 4,008 bytesdocs/i18n/README_ES.mddoc · 3,851 bytesdocs/i18n/README_FR.mddoc · 4,048 bytesdocs/i18n/README_JA.mddoc · 4,165 bytesdocs/i18n/README_KO.mddoc · 3,945 bytesdocs/i18n/README_PT.mddoc · 3,813 bytesdocs/i18n/README_RU.mddoc · 5,798 bytesdocs/i18n/README_ZH.mddoc · 3,677 bytesimage/autoresearch-report.pngasset · 118,814 bytesimage/banner.pngasset · 2,440,451 bytesreferences/background.mddoc · 2,229 bytesreferences/workflow.mddoc · 7,487 bytesscripts/autoresearch.pyruns · 57,740 bytesscripts/autoresearch_core.pyruns · 47,201 bytesscripts/autoresearch_report.pyruns · 23,156 bytesscripts/run_contributor_gate.shruns · 608 bytesscripts/run_skill_e2e.shruns · 11,800 bytesscripts/validate_skill_structure.shruns · 198 bytestests/e2e-fixtures/counter_reduction/.gitignoreasset · 31 bytestests/e2e-fixtures/counter_reduction/scripts/score.pyruns · 97 bytestests/e2e-fixtures/counter_reduction/src/value.txtdoc · 2 bytestests/e2e-fixtures/interactive_unittest_fix/.gitignoreasset · 50 bytestests/e2e-fixtures/interactive_unittest_fix/prompt.txtdoc · 104 bytestests/e2e-fixtures/interactive_unittest_fix/scripts/score.pyruns · 373 bytestests/e2e-fixtures/interactive_unittest_fix/src/math_utils.pyruns · 49 bytestests/e2e-fixtures/interactive_unittest_fix/tests/test_math_utils.pyruns · 325 bytestests/test_autoresearch.pyruns · 39,712 bytestests/test_structure.pyruns · 2,000 bytes
Read excerpt
# Codex Autoresearch
Improve a repository through repeated, reversible experiments:
`hypothesize -> change -> measure -> learn -> keep or revert -> repeat`
Codex chooses hypotheses and makes code changes. The control script owns measurement, commits, rollback, and the event history.
## Respond To The Request
Resolve `<control>` to this skill's own `scripts/autoresearch.py`; do not assume it is installed in the target repository.
For a status or results request, run the corresponding command directly: