claudecodex

Autoresearch

Use when running autonomous iterative experiments to optimize a measurable metric on an existing codebase — not for writing tests or diagnosing a specific failure.

0 on GitHubby Matt Rileyv0.1.0GPL-3.0updated 5 months agoProductivity
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Plugin autoresearch from marketplace lucky-hat in matt-riley/lucky-hat. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (1)

  • autoresearch

    Use when running autonomous iterative experiments to optimize a measurable metric on an existing codebase — not for writing tests or diagnosing a specific failure.

View source on GitHub

More from matt-riley/lucky-hat

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Skill Creator

claudecodex

Create or upgrade a reusable skill in the current skills catalog. Use when adding a skill, improving metadata/examples/evals, tightening trigger boundaries, or deciding if guidance belongs in a skill.

2 skills

0

Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like \"map this codebase\", \"document this architecture\", \"onboard me to this repo\", or \"create codebase docs\". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery.

1 skill

0

Agent Governance

claudecodex

Use this skill when building AI agents that call external tools, implementing policy-based access controls, adding semantic intent classification, creating trust scoring systems, building audit trails, or enforcing rate limits and content filters on agents.

1 skill

0

Agentic Eval

claudecodex

Use when designing or implementing an evaluation loop for AI agent outputs — reflection loops, evaluator-optimizer pipelines, LLM-as-judge scoring, or rubric-based iteration. Not when running an existing test suite or reviewing a completed artifact without iterating.

1 skill

0

Use when creating or updating agent instruction files (AGENTS.md for Pi, copilot-instructions.md for Copilot, per-path guides, or AGENTS.md router) — especially when instruction files are too long, generic, or stale, or when agents repeatedly make the same avoidable mistakes.

1 skill

0

Use this skill when generating SHA-256 integrity manifests for agent plugins, verifying that installed plugins match their manifests, detecting tampered files, auditing dependency pinning, or building provenance chains for plugin promotion.

1 skill

0

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Maintain Autoresearch?

This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.

claude & codex plugins75 plugins