autoresearch

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)

*"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.*

**Now supports Claude Code, OpenCode, and OpenAI Codex.**

[How It Works](#how-it-works) · [Commands](#commands) · [Quick Start](#quick-start) · [Guides](guide/) · [FAQ](#faq)

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      PLAN              LOOP             DEBUG              FIX            SECURE            SHIP
 ┌──────────┐     ┌──────────┐     ┌──────────┐     ┌──────────┐     ┌──────────┐     ┌──────────┐
 │   Goal   │     │  Modify  │     │   Find   │     │   Fix    │     │  STRIDE  │     │  Stage   │
 │  Metric  │────▶│  Verify  │────▶│   Bugs   │────▶│  Errors  │────▶│  OWASP   │────▶│  Deploy  │
 │  Scope   │     │  Keep/   │     │  Trace   │     │  Repair  │     │  Red     │     │ Release  │
 └──────────┘     │  Discard │     └──────────┘     └──────────┘     │  Team    │     └──────────┘
/autoresearch:    └──────────┘    /autoresearch:    /autoresearch:   └──────────┘    /autoresearch:
  plan            /autoresearch     debug              fix          /autoresearch:      ship
                                                                     security

                  ┌──────────┐     ┌──────────┐     ┌──────────┐     ┌──────────┐

...