homebrew-formula-maintenance
Homebrew formula maintenance workflows for Python CLIs and taps, including version bumps, SHA/resource updates, testing, audits, and releases.
pr-quality-checklist
PR quality checklist for ensuring comprehensive, well-documented pull requests. Use before submitting PRs to improve review efficiency and code quality.
software-patterns
Compare tradeoffs and recommend architectural patterns — dependency injection, service-oriented architecture, repository, domain events, circuit breaker, and anti-corruption layer. Use when choosing between design patterns, planning microservices boundaries, evaluating system design alternatives, or asking 'which pattern should I use' for a specific coupling or resilience problem.
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
stacked-prs
Create and manage stacked (dependent) pull requests for complex features
database-migration
Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance.
json-data-handling
Working effectively with JSON data structures.
reporting-pipelines
Reporting pipelines for CSV/JSON/Markdown exports with timestamped outputs, summaries, and post-processing.
sec-edgar-pipeline
SEC EDGAR extraction pipeline: setup, filing discovery by CIK, recipe-driven extraction, and report generation.
xlsx
Working with Excel files programmatically.
systematic-debugging
Step-by-step debugging workflow: reproduce the bug, isolate the failing component, trace to root cause, apply a targeted fix, and verify the fix resolves the issue without regressions. Use when you encounter a bug, error, exception, crash, or unexpected behavior that needs troubleshooting.
verification-before-completion
Run verification commands and confirm output before claiming success
env-manager
Environment variable validation, security scanning, and management for Next.js, Vite, React, and Node.js applications
kubernetes
Kubernetes operations playbook for deploying services: core objects, probes, resource sizing, safe rollouts, and fast kubectl debugging
terraform
Terraform infrastructure-as-code workflow patterns: state and environments, module design, safe plan/apply, drift control, and CI guardrails
api-documentation
Best practices for documenting APIs and code interfaces, eliminating redundant documentation guidance per agent.
artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui)
internal-comms
Framework for writing concise 3P (Progress, Plans, Problems) team updates for executives and stakeholders
model-context-builder
MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing
skill-creator
Guide for creating effective skills
opentelemetry
OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting
mpm-orchestration-demo
Reference implementation demonstrating the Command → Agent → Skill orchestration pattern in Claude MPM, showing both preloaded-skill and dynamic-skill-invocation styles
code-production-process
Six-stage quality-gate pipeline for any code implementation task
code-review-standards
Severity-tagged code review checklist (CRITICAL/HIGH/MEDIUM/LOW) used by code-critic agent
code-quality-scoring
Vendor-neutral framework for scoring software health, estimating technical debt, assessing cloud readiness and open-source safety, and communicating quality to business stakeholders. Use when you need to quantify code health at the application or portfolio level rather than fix individual findings.
security-scanning
CI security scanning: secrets, deps, SAST, triage, expiring exceptions
threat-modeling
Threat modeling workflow for software systems: scope, data flow diagrams, STRIDE analysis, risk scoring, and turning mitigations into backlog and tests. Use when designing new features, reviewing architecture changes, handling sensitive data, or hardening auth/payment/multi-tenant flows.
condition-based-waiting
Replace arbitrary timeouts with condition polling for reliable async tests
test-driven-development
Comprehensive TDD patterns and practices for all programming languages, eliminating redundant testing guidance per agent.
test-quality-inspector
Test quality inspection framework for reviewing test coverage, identifying gaps, and ensuring comprehensive validation
testing-anti-patterns
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking. Language-agnostic principles with TypeScript/Jest and Python/pytest examples.
webapp-testing
Comprehensive web application testing patterns with Playwright selectors, wait strategies, and best practices
bug-fix
Systematic workflow for verifying bug fixes to ensure quality and prevent regres...
pre-merge
Comprehensive verification workflow before merging changes to production.
screenshot
Visual verification workflow for UI changes to accelerate code review and catch ...
api-design-patterns
Comprehensive API design patterns covering REST, GraphQL, gRPC, versioning, authentication, and modern API best practices
web-performance-optimization
Optimize web performance using Core Web Vitals, modern patterns (View Transitions, Speculation Rules), and framework-specific techniques
writing-plans
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context
react-hooks-composition
Advanced React hooks composition patterns - SWR integration, debounced search, memoized contexts, state machines, and performance optimization
react-core
General React fundamentals - components and JSX, props and state, the core hooks (useState/useEffect/useRef/useMemo/useCallback/useContext), composition, conditional and list rendering, and controlled inputs. The canonical "depends on React" reference.
react-advanced
Modern React 19 platform features and rendering architecture - the React Compiler (auto-memoization) and how it changes memoization guidance, concurrent rendering (useTransition/useDeferredValue/Suspense), the use() hook, Actions (useActionState/useOptimistic/useFormStatus), ref-as-prop and Context-as-provider changes, compound components, context selectors, error boundaries, portals, virtualization, code-splitting, and the RSC/'use client' boundary.
nextjs
Next.js environment variable management with file precedence, variable types, and deployment configurations. Use when configuring Next.js applications, managing environment-specific settings, or deploying to Vercel/Railway/Heroku.
vite
Vite lightning-fast build tool with instant HMR, ESM-first architecture, and zero-config setup for modern web development
playwright
Playwright modern end-to-end testing framework with cross-browser automation, auto-wait, and built-in test runner
jest
Jest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration
nodejs-backend
Node.js backend development with TypeScript, Express/Fastify servers, routing, middleware, and database integration
prisma
Prisma ORM for TypeScript - Type-safe database toolkit with schema-first development, auto-generated client, migrations, relations, and Prisma Studio
drizzle
Type-safe SQL ORM for TypeScript with zero runtime overhead
trpc
tRPC end-to-end type-safe APIs for TypeScript with React Query integration and full-stack type safety
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