All Skills

Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.

Automate Coupa tasks via Rube MCP (Composio). Always search tools first for current schemas.

Set up testing utilities for TUI components with ink-testing-library and Bubble Tea testing.

Automate Coinmarketcap tasks via Rube MCP (Composio). Always search tools first for current schemas.

Generate a map of all files relevant to a task before making changes

Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.

Validate Claude Code skills against Anthropic guidelines. Use when user says "check skill", "skillcheck", "validate SKILL.md", or asks to find issues in skill definitions. Contains complete validation knowledge.

Create ASP.NET Minimal API endpoints with proper OpenAPI documentation

Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.

Generate configuration file migration utilities for version upgrades.

Identify and safely remove dead, unused, and unreachable code from codebases

Automate Coassemble tasks via Rube MCP (Composio). Always search tools first for current schemas.

# Docker Containerization ## Overview Docker is a platform for developing, shipping, and running applications in containers. Containers provide isolation, consistency, and efficiency across different environments. ## Core Concepts ### Images vs Containers - **Image**: Read-only template with appl

Triage production incidents with consistent first-response steps.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Requires root cause investigation first.

Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas.

Coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data via Coinbase CDP SDK

Automate Connecteam tasks via Rube MCP (Composio). Always search tools first for current schemas.

Find connections between notes and update MOCs. Requires semantic judgment to identify genuine relationships. Use after /reduce creates notes, when exploring connections, or when a topic needs synthesis. Triggers on "/reflect", "/reflect [note]", "find connections", "update MOCs", "connect these notes".

# CI/CD Pipeline Builder **Tier:** POWERFUL **Category:** Engineering **Domain:** DevOps / Automation --- ## Overview Analyzes your project stack and generates production-ready CI/CD pipeline configurations for GitHub Actions, GitLab CI, and Bitbucket Pipelines. Handles matrix testing, cac

Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.

Automate Codereadr tasks via Rube MCP (Composio). Always search tools first for current schemas.

End-to-end release workflows for Google Play using gpd publish commands, tracks, rollouts, and edit lifecycle. Use when uploading builds or managing releases.

Automate Deel tasks via Rube MCP (Composio). Always search tools first for current schemas.