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Investigate First

Other119.2K installs

What it does

Diagnose ambiguous failures before editing. Use for unknown causes, intermittent behavior, performance regressions, or investigations needing evidence-ranked hypotheses.

Install

npx skills add https://github.com/juliusbrussee/caveman --skill investigate-first

Website

www.skills.sh/juliusbrussee/caveman/investigate-first

Details

From the skill’s SKILL.md or README, by its authors. View the original

Investigate first

Gather evidence before changing product code.

  • Separate observed symptom from inferred cause.
  • Trace inputs, state transitions, ownership boundaries, and failure output.
  • Rank hypotheses by evidence and cheap falsification value.
  • Do not edit until one credible mechanism explains evidence.
  • Stop exploration when evidence is sufficient to name cause or exact blocker.

Report cause and proof. Make no fix unless task authorizes implementation.

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Skills are shared by members and not reviewed by us. Read a skill’s code before you install it.

Investigate First: AI agent skill | Tool Directory AI