pattern-detection
Analyze and identify codebase patterns (naming, architecture, testing) to maintain consistency and enforce standards during development.
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580 skills found
Analyze and identify codebase patterns (naming, architecture, testing) to maintain consistency and enforce standards during development.
Implement a full Model Context Protocol (MCP) stack in Rails. Connect to external servers, expose your Rails app as an MCP server, or manage subprocess MCP containers via Docker with OAuth 2.1 PKCE support.
P9 Tech Lead mode: Manages P8 agent teams via Task Prompts (six-element) without direct coding. Orchestrates 3+ parallel agents for project management, task decomposition, and architecture.
Manage your knowledge base on BookStack programmatically. Perform CRUD operations on books, chapters, and pages, and conduct full-text searches via the REST API.
End-to-end GitHub repository maintenance agent. Automates triage, PR review, issue analysis, and maintenance reporting to ensure long-term repository health, stability, and growth.
Search and download 3D models from Printables with automated manifest generation for 3D printing and prototyping workflows.
A meta-skill for building robust AI agent skills using a TDD approach: define failure (RED), implement the skill (GREEN), and plug rationalization loopholes (REFACTOR).
Converts MusicXML files into rendered SVG images for markdown documentation using the Verovio CLI.
Focus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test strategy, allocating resources, or making coverage decisions.
A Notion-based tracking system for tweet performance to enable data-driven content experimentation using reinforcement learning principles.
Manage YNAB budgets, track spending, and automate financial reports via API. Features include transaction logging, goal monitoring, and automated budget analysis.
Frontend coding conventions for Preact and Tailwind. Use for web UI components in cluster applications.