10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 1240 ms

1. 1autoresearchverified and signedpassport

   skillgithub/awesome-copilotrecord

   • autoresearch

     Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: auton

2. 2autoresearchverified and signedpassport

   skillorchestra-research/ai-research-skillsrecord

   • autoresearch

     Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for executi

3. 3autoresearchverified and signedpassport

   skillagricidaniel/claude-obsidianrecord

   • autoresearch

     Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, inv

4. 4autoresearchverified and signedpassport

   skilluditgoenka/autoresearchrecord

   • autoresearch

     Autonomous iteration loop: modify, verify, keep/discard against any metric

5. 5autoresearchverified and signedpassport

   skillyeachan-heo/oh-my-claudecoderecord

   • autoresearch

     Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior

6. 6autoresearch-agentverified and signedpassport

   skillalirezarezvani/claude-skillsrecord

   • autoresearch-agent

     Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed,

7. 7autoresearchclaw-autonomous-researchverified and signedpassport

   skillreason-machines/trending-skillsrecord

   • autoresearchclaw-autonomous-research

     Fully autonomous research pipeline that turns a topic idea into a complete academic paper with real citations, experiments, and conference-ready LaTeX.

8. 8autoresearch-mcpfound in code, not yet checkedno passport yet
   • search_techniques

     Search autoresearch techniques by natural language query. If query is empty, lists all techniques.

   • get_technique

     Get full details for a specific autoresearch technique by ID.

9. 9autoresearch-genealogydemo or tutorialno passport yet

   skillreason-machines/trending-skillsrecord

   • autoresearch-genealogy

     Structured prompts, vault templates, and autonomous research workflows for AI-assisted genealogy using Claude Code.