uditgoenka/autoresearch

Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

6.0kStars on the repository
36Mods indexed here, across every type
22d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

autoresearch

01

uditgoenka/autoresearch

Command Claude Code

Autonomous iteration loop: modify, verify, keep/discard against any metric.

not rated 6.0k +9 22d ago C 18 tokens original MIT

autoresearch:debug

02

uditgoenka/autoresearch

Command Claude Code

Hunt bugs with scientific method: hypothesize, test, falsify, repeat.

not rated 6.0k +9 22d ago A 21 tokens original MIT

autoresearch:evals

03

uditgoenka/autoresearch

Command Claude Code

Analyze iteration results: trends, plateaus, regressions, recommendations.

not rated 6.0k +9 22d ago A 19 tokens original MIT

autoresearch:fix

04

uditgoenka/autoresearch

Command Claude Code

Crush errors one-by-one until zero remain: tests, types, lint, build.

not rated 6.0k +9 22d ago A 22 tokens original MIT

autoresearch:learn

06

uditgoenka/autoresearch

Command Claude Code

Scout codebase and auto-generate docs — or a navigable wiki knowledge base — with validation-fix loop.

not rated 6.0k +9 22d ago C 27 tokens original MIT

autoresearch:plan

07

uditgoenka/autoresearch

Command Claude Code

Convert a goal into validated Scope, Metric, Direction, Verify config.

not rated 6.0k +9 22d ago C 18 tokens original MIT

uditgoenka/autoresearch

Command Claude Code

Layered regression stability gate: capture baseline behavior on the base ref, diff the candidate, verdict STABLE/UNSTABLE before you push.

not rated 6.0k +9 22d ago C 34 tokens original MIT

autoresearch:ship

14

uditgoenka/autoresearch

Command Claude Code

Ship anything through 8 phases: checklist, dry-run, deploy, verify.

not rated 6.0k +9 22d ago A 20 tokens original MIT

autoresearch_evals

16

uditgoenka/autoresearch

Command

Analyze iteration results: trends, plateaus, regressions, recommendations.

not rated 6.0k +9 22d ago A 18 tokens copy · 97% MIT

autoresearch_fix

17

uditgoenka/autoresearch

Command

Crush errors one-by-one until zero remain: tests, types, lint, build.

not rated 6.0k +9 22d ago A 21 tokens copy · 97% MIT

autoresearch_learn

19

uditgoenka/autoresearch

Command

Scout codebase and auto-generate docs — or a navigable wiki knowledge base — with validation-fix loop.

not rated 6.0k +9 22d ago C 27 tokens copy · 95% MIT

autoresearch_plan

20

uditgoenka/autoresearch

Command

Convert a goal into validated Scope, Metric, Direction, Verify config.

not rated 6.0k +9 22d ago C 17 tokens copy · 91% MIT

uditgoenka/autoresearch

Command

Layered regression stability gate: capture baseline behavior on the base ref, diff the candidate, verdict STABLE/UNSTABLE before you push.

not rated 6.0k +9 22d ago C 34 tokens copy · 94% MIT

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