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Debug systematic

Skill manastalukdar/ai-devstudio/skills/debug-systematic

Systematic debugging workflow with hypothesis testingFrom its SKILL.md

Install
npx -y skills add manastalukdar/ai-devstudio --skill debug-systematic

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  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

0.7 KB, 127 tokens by cl100k_base, as published. Nobody here has run it

Systematic Debugging Workflow

I'll help you debug issues systematically using the scientific method - hypothesis formation, testing, and iterative refinement.

Arguments: $ARGUMENTS - error description, reproduction steps, or context

Token Optimization

Expected range: 1,500–3,000 tokens (initial), 400 tokens (cache hit)

Caching: Caches debug state in .claude/cache/debug/ for 7 days.

Early exit: Returns immediately if error pattern matches a known cached solution.

Patterns used: Grep-before-Read, early exit, caching, progressive disclosure

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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