This prompt guides a senior software engineer in implementing a new feature or project in a specified programming language, ensuring consistent styling, best practices, proper error handling, test coverage, and documentation updates. It also includes generating a recommended commit message summarizing the changes. Would really appreciate help making it better 😁
This skill generates comprehensive WIKI.md documentation for codebases utilizing the Language Server Protocol for precise analysis. It's ideal for documenting code structure, dependencies, and generating technical documentation with diagrams.
Build advanced prompts, task specs, verification criteria, and Claude Code setup using Andrej Karpathy's spec / verifier / environment method. Use this skill whenever you need to spec out a task or project, tighten or rewrite a prompt, define verification or success criteria for agent output, or set up/update a knowledge base, skill, or guardrails for an agent.
Catches quality drops when you change an AI feature's prompt or model: runs your test cases, compares old and new answers side by side, and tracks cost and speed.
Scans your project's dependencies for their licenses, flags ones that clash with how you ship your product, and explains each risk in plain words before a release.
Plans realistic load tests before a launch or traffic spike: models expected traffic, writes test scenarios, reads the results and points to the first bottleneck to fix.
Plans a major framework upgrade step by step, such as React, Next.js, Django or Rails: reads the breaking changes, maps what in your code they hit, and splits the work into small safe pull requests.
