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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
| Date | Stars |
|---|---|
| 2026-07-31 | 5434 |
| 2026-08-02 | 5434 |
| 2026-08-04 | 5730 |
| 2026-08-06 | 5730 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
<div align="center">
# Autoresearch
**Turn [Claude Code](https://docs.anthropic.com/en/docs/claude-code), [OpenCode](https://opencode.ai), or [OpenAI Codex](https://developers.openai.com/codex) into a relentless improvement engine.**
Based on [Karpathy's autoresearch](https://github.com/karpathy/autoresearch) — constraint + mechanical metric + autonomous iteration = compounding gains.
[](https://docs.anthropic.com/en/docs/claude-code)
[](https://opencode.ai)
[](https://developers.openai.com/codex)
[](https://github.com/uditgoenka/autoresearch/releases)
[](LICENSE)
[](https://github.com/karpathy/autoresearch)
[](https://x.com/intent/follow?screen_name=iuditg)
[](https://paypal.me/uditgoenka)
<br>
*"Set the GOAL → The agent runs the LOOP → You wake up to results"*
*You don't need AGI. You need a goal, a metric, and a loop that never quits.*
**Supports Claude Code, OpenCode, and OpenAI Codex. 14 commands. 9 safety hooks. 95% fewer tokens per invocation.**
> **v2.2.0 — Autonomous Orchestrator:** Type a plain-language goal to `/autoresearch` and it classifies your goal, derives a Success predicate, confirms it once, then loops across subcommands until done. No manual chaining required. `Metric:`/`Verify:` invocations run the classic loop unchanged. See [guide/autoresearch-orchestrator.md](guide/autoresearch-orchestrator.md).
<br>
[How It Works](#how-it-works) · [Commands](#commands) · [Quick Start](#quick-start) · [Guides](guide/) · [FAQ](#faq)
</div>
---
```
PLAN LOOP DEBUG FIX SECURE SHIP
┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐
│ Goal │ │ Modify │ │ Find │ │ Fix │ │ STRIDE │ │ Stage │
│ Metric │────▶│ Verify │────▶│ Bugs │────▶│ Errors │────▶│ OWASP │────▶│ Deploy │
│ Scope │ │Keep/Drop │ │ Trace │ │ Repair │ │ Red Team │ │ Release │
└──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘ └──────────┘
/autoresearch: /autoresearch /autoresearch: /autoresearch: /autoresearch: /autoresearch:
plan debug fix security ship
┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐
│ Probe │ │ Scenario │ │ Predict │ │ Reason │
│ Require- │ │ Edge │ │ 5-Expert │ │ Debate │
│ ments │ │ Cases │ │ Swarm │ │ Converge │
└──────────┘ └──────────┘ └──────────┘ └──────────┘
/autoresearch: /autoresearch: /autoresearch: /autoresearch:
probe scenario predict reason
┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐
│ Learn │ │ Improve │ │ Eval │ │ Baseline │
│ Docs │ │ Research │ │ Analyze │ │ Diff │
│ Gen │ │ PRDs │ │ Results │ │ Verdict │
└──────────┘ └──────────┘ └──────────┘ └──────────┘
/autoresearch: /autoresearch: /autoresearch: /autoresearch:
learn improve evals regression
```
---
## Why This Exists
[Karpathy's autoresearch](https://github.com/karpathy/autoresearch) demonstrated that a 630-line Python script couExcerpt of 36,540 characters
Read on GitHub
63
Ilia Alshanetsky · Canada
2
2
Davis Ford · United States
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1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ac1ae7050b88e2e8, llm:Repository topics and description: 'ai, autonomous-agent, autoresearch, claude, claude-code, iteration, karpathy, productivity, skill' and description: 'Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.'
matched fp:ac1ae7050b88e2e8, llm:Repository topics and description: 'ai, autonomous-agent, autoresearch, claude, claude-code, iteration, karpathy, productivity, skill' and description: 'Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.'