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DSH PluginsSkill
codex-autoresearch
leo-lilinxiao/codex-autoresearch
codex-autoresearch is a tool for DeepSeek Harness. Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept.
- Stars
- 2.5k
- Forks
- 130
- Issues
- 1
- Update
- 109 days
REVIEW SCORECARD
Review Scorecard
8.0/10Average
License compliance9.0
Engineering quality8.9
Content completeness7.0
Repository scale7.0
Maintenance activity7.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
7.8/10Recommended
A well-documented, actively maintained autonomous iteration skill for Codex that solves a real experimentation pain poin
Code quality8
README describes a control script owning commits, verification, rollback, and state with strict error handling on malformed state, though no test or CI details are visible.
Security6
The README recommends running Codex with --dangerously-bypass-approvals-and-sandbox and the skill performs autonomous commits and reverts, but no download-and-execute or plaintext secrets are shown, so risk is moderate.
Utility9
It automates measurable iterative improvement (test failures, coverage, latency, binary size) via a modify-verify-retain/discard loop, addressing a common developer pain point.
Maintenance8
Last updated 2026-07-13, not archived, 2486 stars, and MIT licensed, indicating an actively maintained project.
Documentation8
README covers install command, quick start, loop diagram, foreground/background modes, confirmation checklist, artifact layout, and example output, though it is truncated mid-safety-section.
Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.
PROJECT READMEREADMEExpandCollapse
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Open repositoryINSTALL REFERENCE
Install reference
$skill-installer install https://github.com/leo-lilinxiao/codex-autoresearchThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is codex-autoresearch used for?
Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept.
How popular is codex-autoresearch?
codex-autoresearch has 2,486 stars and 130 forks on GitHub, last updated 2026-07-13.
What license does codex-autoresearch use?
codex-autoresearch is distributed under the MIT license.
Is codex-autoresearch compatible with DeepSeek Harness?
codex-autoresearch is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
Classification evidence
Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:codex-skill、skill。
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