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DSH PluginsSkill
autoresearch
uditgoenka/autoresearch
autoresearch is a tool for DeepSeek Harness. Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
- Stars
- 6.3k
- Forks
- 462
- Issues
- 4
- Update
- 79 days
REVIEW SCORECARD
Review Scorecard
8.4/10Good
License compliance9.0
Engineering quality9.0
Content completeness8.0
Repository scale7.0
Maintenance activity8.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
7.0/10Consider
A well-documented autonomous iteration skill for Claude Code with strong utility, but install command is unknown and sec
Code quality6
README describes a v2.1.0 architecture rebuild with a thin 41-line routing file and 12 self-contained command files, but no test suite, CI config, or source structure is visible in the provided excerpt.
Security6
No install command is given and the README mentions hook guardrails and autonomous git commit/revert loops, but no download-and-execute pattern or secret handling is shown, so risk cannot be assessed.
Utility8
Solves a real and common pain point by generalizing Karpathy's autoresearch loop (modify-verify-keep/discard) to arbitrary domains via 12 subcommands like plan, debug, fix, security, and ship.
Maintenance8
Last updated 2026-08-12 with an active version badge (v2.2.2), a recent v2.2.0 orchestrator feature, and a non-archived repo with 6293 stars.
Documentation7
README is extensive with ASCII workflow diagrams, a How It Works section, 8 critical rules, command listings, and links to a guide/ directory, though the actual install command is missing.
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 repositoryPROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
FAQ
Frequently Asked Questions
What is autoresearch used for?
Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
How popular is autoresearch?
autoresearch has 6,293 stars and 462 forks on GitHub, last updated 2026-08-12.
What license does autoresearch use?
autoresearch is distributed under the MIT license.
Is autoresearch compatible with DeepSeek Harness?
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:skill。
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