Claude Code Plugins: Orchestration and Automation

HADS (Human-AI Document Standard) — semantic tagging convention for writing docs that work efficiently for both humans and AI models. Reduces token consumption by separating machine-critical facts from human context.

Documentation generation, code explanation, and technical writing with automated doc generation and tutorial creation

Interactive debugging, developer experience optimization, and smart debugging workflows

Git workflow automation, pull request enhancement, and team onboarding processes

Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development

Frontend UI development and mobile application implementation across platforms

End-to-end feature orchestration with testing, security, performance, and deployment

Unit and integration test automation for Python and JavaScript with debugging support

Test-driven development methodology with red-green-refactor cycles and code review

Code cleanup, refactoring automation, and technical debt management with context restoration

Dependency auditing, version management, and security vulnerability scanning

Error analysis, trace debugging, and multi-agent problem diagnosis

Team workflows, issue management, standup automation, and developer experience optimization

LLM application development with LangGraph, RAG systems, vector search, and AI agent architectures for Claude 4.6 and GPT-5.4

Multi-agent system optimization, agent improvement workflows, and context management

Context persistence, restoration, and long-running conversation management

ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows

ETL pipeline construction, data warehouse design, batch processing workflows, and data-driven feature development

Production incident management, triage workflows, and automated incident resolution

Error tracing, root cause analysis, and smart debugging for production systems

Distributed system tracing and debugging across microservices

Metrics collection, logging infrastructure, distributed tracing, SLO implementation, and monitoring dashboards

Deployment patterns, rollback automation, and infrastructure templates

Pre-deployment checks, configuration validation, and deployment readiness assessment

Kubernetes manifest generation, networking configuration, security policies, observability setup, GitOps workflows, and auto-scaling

Cloud architecture design for AWS/Azure/GCP/OCI, Kubernetes cluster configuration, Terraform infrastructure-as-code, hybrid cloud networking, and multi-cloud cost optimization

CI/CD pipeline configuration, GitHub Actions/GitLab CI workflow setup, and automated deployment pipeline orchestration

Application profiling, performance optimization, and observability for frontend and backend systems

Database query optimization, cloud cost optimization, and scalability improvements

Multi-perspective code analysis covering architecture, security, and best practices

Performance analysis, test coverage review, and AI-powered code quality assessment

Framework updates, migration planning, and architectural transformation workflows

Technical debt reduction, dependency updates, and code refactoring automation

Database architecture, schema design, and SQL optimization for production systems

Database migration automation, observability, and cross-database migration strategies

SAST analysis, dependency vulnerability scanning, OWASP Top 10 compliance, container security scanning, and automated security hardening

SOC2, HIPAA, and GDPR compliance validation, secrets scanning, compliance checklists, and regulatory documentation

API security hardening, authentication implementation, authorization patterns, rate limiting, and input validation

XSS prevention, CSRF protection, content security policies, mobile app security, and secure storage patterns

Schema validation, data quality monitoring, streaming validation pipelines, and input validation for backend APIs

REST and GraphQL API scaffolding, framework selection, backend architecture, and API generation

API testing automation, request mocking, OpenAPI documentation generation, observability setup, and monitoring

SEO content writing, planning, and quality auditing with E-E-A-T optimization

Technical SEO optimization including meta tags, keywords, structure, and featured snippets

Content freshness analysis, cannibalization detection, and authority building for SEO

OpenAPI specification generation, Mermaid diagram creation, tutorial writing, API reference documentation

Comprehensive C4 architecture documentation workflow with bottom-up code analysis, component synthesis, container mapping, and context diagram generation

Cross-platform application development coordinating web, iOS, Android, and desktop implementations

Business metrics analysis, KPI tracking, financial reporting, and data-driven decision making

Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research for early-stage companies

HR policy documentation, legal compliance templates (GDPR/SOC2/HIPAA), employment contracts, and regulatory documentation

Customer support workflow automation, sales pipeline management, email campaigns, and CRM integration

Content marketing strategy, web research, and information synthesis for marketing operations

Smart contract development with Solidity, DeFi protocol implementation, NFT platforms, and Web3 application architecture

Quantitative analysis, algorithmic trading strategies, financial modeling, portfolio risk management, and backtesting

Payment gateway integration with Stripe, PayPal, checkout flow implementation, subscription billing, and PCI compliance

Unity game development with C# scripting, Minecraft server plugin development with Bukkit/Spigot APIs

WCAG accessibility auditing, compliance validation, UI testing for screen readers, keyboard navigation, and inclusive design

Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices

JavaScript and TypeScript development with ES6+, Node.js, React, and modern web frameworks

Systems programming with Rust, Go, C, and C++ for performance-critical and low-level development

JVM language development including Java, Scala, and C# with enterprise patterns and frameworks

Web scripting with PHP and Ruby for web applications, CMS development, and backend services

Functional programming with Elixir, OTP patterns, Phoenix framework, and distributed systems

Modern Julia development with Julia 1.10+, package management, scientific computing, high-performance numerical code, and production best practices

ARM Cortex-M firmware development for Teensy, STM32, nRF52, and SAMD with peripheral drivers and memory safety patterns

Production-grade Bash scripting with defensive programming, POSIX compliance, and comprehensive testing

Essential developer skills including Git workflows, SQL optimization, error handling, code review, E2E testing, authentication, debugging, and monorepo management

Binary reverse engineering, malware analysis, firmware security, and software protection research for authorized security research, CTF competitions, and defensive security

Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement

Comprehensive UI/UX design plugin for mobile (iOS, Android, React Native) and web applications with design systems, accessibility, and modern patterns

Orchestrate multi-agent teams for parallel code review, hypothesis-driven debugging, and coordinated feature development using Claude Code's Agent Teams

Comprehensive .NET backend development with C#, ASP.NET Core, Entity Framework Core, and Dapper for production-grade applications

AI image generation with creative workflow orchestration, prompt engineering, and curated inspiration library via MCP server

Guides developers from brand discovery through iterative design to deployment-ready HTML via Stitch.

Three-layer quality evaluation framework for Claude Code plugins with Elo ranking

PreToolUse hook that prevents AI agents from using --no-verify, --no-gpg-sign, and other bypass flags that skip git hooks

Cedar policy enforcement + Ed25519 signed receipts for every Claude Code tool call. First cryptographic governance plugin — decisions are policy-gated before they run and every decision produces a tamper-evident receipt verifiable offline.

Teaching skill: cookbook-style walkthrough for signed audit trails on every Claude Code tool call. Cedar policy, Ed25519 receipts, offline verification, CI/CD integration, SLSA composition. Pairs with the protect-mcp runtime plugin.

Require a human approval signal before an AI agent can post PR reviews, comments, merges, or writes to CI configuration. Joins protect-mcp and signed-audit-trails in the governance category; composes with protect-mcp for runtime enforcement.