AI Skills Catalog
workflow

Additive Bias Defense

Inverts burden of proof for code additions. Use when reviewing PRs, planning refactors, or running unbloat to challenge every addition's necessity.

VerifiedFreeMITv1.0.0
SKILL SCORE85Engagement score

Works with

ClClaudeNative
CoCodexPackaged
GPGPTPackaged
GeGeminiPackaged
CuCursorPackaged
OpOpenCodePackaged

Additive Bias Defense

Inverts burden of proof for code additions. Use when reviewing PRs, planning refactors, or running unbloat to challenge every addition's necessity.

Optimized workflow

This edition turns the source methodology into a repeatable agent workflow with explicit inputs, checkpoints and deliverables.

Quality standard

  • Confirm scope and missing inputs before execution
  • Ground decisions in available evidence and preserve source constraints
  • Return an actionable result with assumptions, risks and next steps

Agent compatibility

The same core method is packaged for Claude, Codex, GPT, Gemini, Cursor and OpenCode.

Permissions & security

Low risk

Source verified · conversion tested · security signals reviewed

Read project files
Write generated skill files