django
Django full-featured Python web framework with batteries included (ORM, admin, auth)
docker
Docker containerization for packaging applications with dependencies into isolated, portable units ensuring consistency across development, testing, and production environments.
drizzle
Type-safe SQL ORM for TypeScript with zero runtime overhead
drizzle-migrations
Migration-first database development workflow using Drizzle ORM for TypeScript/J...
dspy
DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers
ecto-patterns
Ecto patterns for Phoenix/Elixir apps. Covers schemas, changesets, migrations, queries, Ecto.Multi, transactions, constraints, associations, pagination, tenant partitioning, performance, and testing.
emergency-release-workflow
Emergency release workflow for critical bug fixes and security patches. Use when production issues require fast-track deployment.
env-manager
Environment variable validation, security scanning, and management for Next.js, Vite, React, and Node.js applications
espocrm
Comprehensive guide for developing on EspoCRM - metadata-driven CRM with service layer architecture
example-framework-skill
Example of a properly self-contained skill following all best practices
express-production
Production-ready Express.js development covering middleware architecture, error handling, security hardening, testing strategies, and deployment patterns
fastapi-local-dev
FastAPI dev/prod runbook (Uvicorn reload, Gunicorn)
fastify
Production Fastify (TypeScript) patterns: schema validation, plugins, typed routes, error handling, security hardening, logging, testing with inject, and graceful shutdown
flask
Flask - Lightweight Python web framework for microservices, REST APIs, and flexible web applications with extensive extension ecosystem
flexlayout-react
FlexLayout for React - Advanced docking layout manager with drag-and-drop, tabs, splitters, and complex window management
gh-cli
Reliably drive the GitHub gh CLI for issue, PR, and label operations in automation and subagent environments, with pre-flight verification so you never fabricate a success or a fake issue URL.
github-actions
GitHub Actions CI/CD workflows for automating build, test, and deployment
git-workflow
Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.
git-worktrees
Use git worktrees for parallel development on multiple branches simultaneously
golang-cli-cobra-viper
Building production-quality CLI tools with Cobra command framework and Viper configuration management
golang-concurrency-patterns
Go concurrency patterns for production services: context cancellation, errgroup, worker pools, bounded parallelism, fan-in/fan-out, and common race/deadlock pitfalls
golang-database-patterns
Go database integration patterns using sqlx, pgx, and migration tools like golang-migrate
golang-grpc
Production gRPC in Go: protobuf layout, codegen, interceptors, deadlines, error codes, streaming, health checks, TLS, and testing with bufconn
golang-http-frameworks
Go HTTP API development with net/http, Chi, Gin, Echo, and Fiber frameworks
golang-observability-opentelemetry
Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog
golang-testing-strategies
Comprehensive Go testing strategies including table-driven tests, testify assertions, gomock interface mocking, benchmark testing, and CI/CD integration
graphql
GraphQL query language and runtime for APIs enabling clients to request exactly the data they need with strongly-typed schemas and single endpoint architecture.
headlessui
Headless UI - Unstyled, fully accessible UI components for React and Vue with built-in ARIA patterns
homebrew-formula-maintenance
Homebrew formula maintenance workflows for Python CLIs and taps, including version bumps, SHA/resource updates, testing, audits, and releases.
hono-cloudflare
Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns
hono-core
Hono ultrafast web framework fundamentals - routing, context, handlers, and response patterns for multi-runtime deployment
hono-jsx
Hono JSX - server-side rendering, streaming, async components, and HTML generation patterns
hono-middleware
Hono middleware patterns - creation, composition, built-in middleware, and execution order for web applications
hono-rpc
Hono RPC - end-to-end type-safe API client generation with hc client and TypeScript inference
hono-testing
Hono testing patterns - app.request(), test client, mocking environment, and integration testing strategies
hono-validation
Hono request validation with Zod, TypeBox, Valibot - type-safe input validation for JSON, forms, query params, and headers
internal-comms
Framework for writing concise 3P (Progress, Plans, Problems) team updates for executives and stakeholders
jest
Jest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration
json-data-handling
Working effectively with JSON data structures.
kubernetes
Kubernetes operations playbook for deploying services: core objects, probes, resource sizing, safe rollouts, and fast kubectl debugging
kysely
Kysely type-safe SQL query builder - End-to-end type safety from schema to queries, migrations, transactions, plugins
langchain
LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications
langgraph
LangGraph framework for building stateful, multi-agent AI applications with cyclical workflows, human-in-the-loop patterns, and persistent checkpointing.
local-llm-ops
Local LLM operations with Ollama on Apple Silicon, including setup, model pulls, chat launchers, benchmarks, and diagnostics.
media-transcoding
FFmpeg-based media transcoding workflows with preset-driven conversions, batch processing, and safe backups for web/mobile/archive outputs.
model-context
MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.
model-context-builder
MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing
mongodb
MongoDB - NoSQL document database with flexible schema design, aggregation pipelines, indexing strategies, and Spring Data integration
mpm-orchestration-demo
Reference implementation demonstrating the Command → Agent → Skill orchestration pattern in Claude MPM, showing both preloaded-skill and dynamic-skill-invocation styles
mypy
mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration
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