researcher

v1.7.0

Autonomous experimentation skill — your AI coding agent designs experiments, tests hypotheses, discards failures, keeps wins. Runs overnight while you sleep.

CodexClaude Code1 skill

by Krzysztof DudekMIT254updated 1 month ago

Source

$ git clone https://github.com/krzysztofdudek/ResearcherSkill

Clone the source, then follow the repository's marketplace instructions for your runtime. The repository root is the plugin root.

Layout

researcher/

├── .codex-plugin/plugin.json
├── .claude-plugin/plugin.json
└── skills/researcher/SKILL.md

Skills1

researcherskills/researcher/SKILL.md

Use when user wants to optimize or tune something measurable through repeated experiments — "make X faster", "improve [metric]", "find best config", "iterate overnight", "run experiments until it hits N". Triggers on quantitative goals (build time, latency, pass rate, accuracy) or qualitative ones scoreable against a rubric (prompt quality, doc parsing). Skip for one-shot bugs with a clear fix or tasks where the user wants direct implementation without exploration.

Manifests2

.codex-plugin/plugin.json

{
  "name": "researcher",
  "version": "1.7.0",
  "description": "Autonomous experimentation skill — your AI coding agent designs experiments, tests hypotheses, discards failures, keeps wins. Runs overnight while you sleep.",
  "author": {
    "name": "Krzysztof Dudek",
    "url": "https://github.com/krzysztofdudek"
  },
  "license": "MIT",
  "homepage": "https://github.com/krzysztofdudek/ResearcherSkill",
  "repository": "https://github.com/krzysztofdudek/ResearcherSkill.git",
  "keywords": [
    "researcher",
    "codex",
    "codex-plugin",
    "experimentation",
    "research",
    "autonomous-agent",
    "ai-coding",
    "research-loop",
    "lab-notebook"
  ],
  "skills": "./skills/"
}

.claude-plugin/plugin.json

{
  "name": "researcher",
  "version": "1.7.0",
  "description": "Autonomous experimentation skill — your AI coding agent designs experiments, tests hypotheses, discards failures, keeps wins. Runs overnight while you sleep.",
  "author": {
    "name": "Krzysztof Dudek",
    "url": "https://github.com/krzysztofdudek"
  },
  "license": "MIT",
  "homepage": "https://github.com/krzysztofdudek/ResearcherSkill",
  "repository": "https://github.com/krzysztofdudek/ResearcherSkill.git",
  "keywords": [
    "claude-code-plugin",
    "claude-code",
    "experimentation",
    "research",
    "autonomous-agent",
    "ai-coding",
    "coding-agents",
    "research-loop",
    "lab-notebook",
    "agentic-research",
    "autoresearch"
  ]
}