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AI research explore Claude skill

The AI research explore skill helps an AI assistant generate and rank new deep learning research ideas as candidates, without changing the main research.

What the AI research explore skill does

The assistant proposes candidate ideas, ranks them using explicit gates and a score, and works on one clear candidate at a time. It can run short trials or sweeps and write bounded code for a candidate. Outputs go to separate analysis and source folders. It is used once the researcher has fixed the task family, dataset, benchmark, evaluation method and reference results.

What it covers

  • Ranks ideas with explicit gates and score breakdowns
  • Runs short-cycle trials or sweeps
  • Bounded code adaptation for one candidate at a time
  • Writes candidate-only outputs to explore_outputs

How to install it

Other ways

npx skills add lllllllama/RigorPilot-Skills --all

This installs the whole lllllllama/RigorPilot-Skills collection, which includes this skill.

What you need

In its documentation's own words:

  • “The installer needs Node.js/npm”

Steps change between versions. Check the official instructions before you install.