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Skills/Documentation
k-dense-ai avatar

Writing Science Skills

k-dense-ai/science-superpowers

If you're building skills for Claude, this is your lab notebook discipline.

GitHub stars
202
last updated
Jun 1, 2026
View on GitHubSave

Install

$ npx -y skills add k-dense-ai/science-superpowers --skill writing-science-skills --agent claude-code

Installs into .claude/skills of the current project.

Sponsors

CodeRabbitSponsoredTry For FreeLid closed, agents workingTry itOpen StepsSponsoredDownload for freeAppSignalSponsoredStart Free TrialKeep API keys from agentsGet SnugBlock apps on your iPhoneGet WaxDevtools for design engineersTry it livebelt - the only tool your agent needsSponsoredone prompt install

What it does

It enforces the scientific method: observe baseline failures first, document exact rationalizations agents use to skip steps, then write guidance that closes those specific loopholes. The core insight is that writing skills without watching agents fail is like analyzing data you peeked at. You get plausible‑sounding guidance shaped by your assumptions rather than evidence. Includes pressure testing protocols for discipline skills, the "use when" description format that actually helps agents find relevant skills, and a rationalization table approach for bulletproofing. Opinionated about frontmatter structure, cross‑referencing syntax, and when flowcharts hurt more than they help.

Files

Select a file.

Details

Repository
github.com/k-dense-ai/science-superpowers
Categories
Documentation, Data Science & ML
First seen
Jun 11, 2026

More from k-dense-ai/science-superpowers

All 15
  • Designing The Analysis
  • Dispatching Parallel Investigations
  • Executing Analysis
  • Framing Research Questions
  • Investigating Anomalous Results
  • Preregistering Analysis
  • Receiving Critical Review
  • Reporting And Archiving Findings
  • Requesting Red Team Review
  • Setting Up Reproducible Analysis
  • Subagent Driven Analysis
  • Surveying Prior Work
  • Using Science Superpowers
  • Verifying Results Before Claiming

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