ShellCheck Configuration and Static Analysis
515Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code
multi-reviewer-patterns
515Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated repor
frontend-design
450Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components
sql-code-review
352Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL database
content-research-writer
266Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real
Create high‑quality AGENTS.md file
211Prompt for generating an AGENTS.md file for a repository
PostgreSQL Code Review Assistant
197PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB o
Professional Prompt Builder
127Guide users through creating high-quality GitHub Copilot prompts with proper structure, tools, and best practices.
Test Planning & Quality Assurance Prompt
61Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for G
Data Cleaning and Variable Screening
45Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality as
code-exemplars-blueprint-generator
33Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars
Python Code Quality
Maintain high Python code quality with PEP 8, type hints, and best practices.
Cursor: Response Quality Evaluator
IDE rule for Response Quality Evaluator
Eval Before Switch
Blocks a production model change until a private eval has been run. Use before any model version bump or provider switch.