uditgoenka/autoresearch

Health v2 · maintenance only

Flags: young

Adoption not part of the score

5945 stars · 451 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Claude Code skill (also compatible with OpenCode and OpenAI Codex) that turns coding agents into autonomous goal-directed iteration loops: modify, verify a mechanical metric, keep or discard via git rollback, and repeat. Inspired by Karpathy's autoresearch, it includes an orchestrator, bounded loops, and security-audit subcommands.

Use cases

• run autonomous improvement loops on a codebase overnight
• increase test coverage to a target percentage automatically
• automatically find and fix bugs with verification
• run STRIDE/OWASP security audits iteratively with auto-fix
• optimize a metric like build time or lighthouse score without human input
• set a goal and metric and let the agent iterate until done

When to choose

• you use Claude Code, OpenCode, or Codex and want autonomous, metric-driven iteration
• you want atomic changes with automatic git rollback on failure
• you need a repeatable loop for coverage, performance, refactoring, or security hardening

When to avoid

• you need human review of every change before it's committed
• your task has no mechanical, scriptable success metric
• you don't use any supported agentic coding CLI

Facets

plugin · maturity active

agent-framework workflow-automation developer-tools testing security developer-tools cli cross-platform claude-code claude-code-skill autonomous-iteration opencode openai-codex autoresearch git-rollback shell ai-agents automation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="uditgoenka/autoresearch")