Use to isolate a bug from a large application into a standalone, runnable script or single test case.
Scanned 5/29/2026
Install to Claude Code
npx -y skills add yeaight7/agent-powerups --skill minimal-reproduction --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: minimal-reproduction
description: "Use to isolate a bug from a large application into a standalone, runnable script or single test case."
---
# Minimal Reproduction
You cannot reliably fix what you cannot reliably reproduce in isolation.
## The Subtraction Method
1. **Start with the Failure**: Take the code path that fails.
2. **Remove the UI/Network**: If the bug is reported via a web request, write a script that calls the internal controller directly.
3. **Mock Dependencies**: If the bug doesn't require the database, mock it. If it doesn't require the third-party API, mock it.
4. **Prune Data**: If the bug fails on a 10MB JSON payload, binary search the payload down to the exact 2 keys that trigger the failure.
5. **Final Output**: The result must be a single file (e.g., `repro.js` or `test.py`) that relies on ZERO external state, can be run with a single command, and deterministically outputs the exact error reported.Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
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Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.