DSH Plugins技能

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.

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uditgoenka/autoresearch Screenshot preview

Stars: 6.3k
Forks: 462
Issues: 4
Update: 34 days

REVIEW SCORECARD

评测成绩单

8.4/10Good

detail.dimSecurity9.0

detail.dimQuality9.0

detail.dimContent8.0

detail.dimDeps7.0

detail.dimMaintenance8.0

✓ 无Risky检出 · 自动化扫描结果仅供参考，非官方背书

AI DEEP REVIEW

AI 深度评测

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.

Docs7

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, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.

PROJECT README项目说明展开Collapse

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PROJECT TOPICS

项目标签

ai autonomous-agent autoresearch claude claude-code iteration karpathy productivity skill

VALIDATION LADDER

验证进度

待结构检查

01市场发现Passed

02归类识别Passed

03结构检查Pending

04实机验证Pending

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