Software Development
Code
Use BEFORE generating, refactoring, reviewing, or debugging code. Trigger phrases include "write a function/script/class for X", "review this code/diff/PR", "refactor this", "debug this error", "is this implementation correct", "what's wrong with this code", "improve this code", "translate from X to Y", or any prompt with a code block the user wants you to act on. Also fires when planning architectural changes, picking algorithms or data structures, or evaluating dependency upgrades. Calls the code MCP tool to retrieve an engineering scaffold (failure pattern, procedure, correct-pattern example, verification step) before generating. Catches hallucinated APIs, lost edge cases, premature algorithm commitment, silent contract violations, refactors that change behavior masked by passing tests. Do NOT trigger for pure code reading with no action requested, simple syntax questions, file system operations, running existing tests, or confirming an existing pattern is fine.
- Publisher / source
- jeremylongshore/tons-of-skills-marketplace (found on GitHub top repositories)
- Upstream record
- jeremylongshore/tons-of-skills-marketplace
- Version
- Version 1
- Published
- Publication review
- Approved for publication
- Content fingerprint
d69860c71ff6a5cc9237fffb3de75f384db237133c14fc0ef66bbdbe08234b23