Anthropic's official development skills for Claude API integration, MCP server building, skill creation, web artifact building, and browser-based testing.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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A plugin library and development framework for Claude Code. This repo serves two purposes:
/plugin install.# Add the marketplace
/plugin marketplace add ats-kinoshita-iso/agent-workshop
# Browse and install plugins
/plugin install planning@agent-workshop
Browse cookbook/ and copy what you need into your project:
cookbook/claude-md/ — CLAUDE.md templates by project typecookbook/hooks/ — Reusable hook recipes for .claude/settings.jsoncookbook/mcp/ — MCP server configurations for common integrations.claude-plugin/ # Marketplace definition (marketplace.json)
plugins/ # Stable, packaged Claude Code plugins
cookbook/ # Golden baseline configs (copy into your projects)
claude-md/ # CLAUDE.md templates
hooks/ # Hook recipes
mcp/ # MCP server configs
tools/ # Development & validation tooling
tests/ # Plugin validation gates
1. Develop in .claude/ → Iterate locally with Claude Code
2. Validate with test suite → uv run pytest
3. Package as plugin → Create plugin.json + SKILL.md in plugins/
4. Auto-register in marketplace → marketplace_gen.py updates marketplace.json
5. Users install from here → /plugin marketplace add ats-kinoshita-iso/agent-workshop
| Plugin | Description | Version |
|---|---|---|
| code-quality-gate | Unified quality orchestrator (lint, format, typecheck, test) | 1.0.0 |
| context-sync | Keeps CLAUDE.md files in sync with the codebase | 1.0.0 |
| plan-manager | Plan lifecycle management with gate tracking and archival | 1.0.0 |
| planning | Phased implementation plans with gates and tests | 2.0.0 |
| test-quality | Test generation, auditing, and knowledge extraction | 1.0.0 |
| workspace-clean | Workspace hygiene checks and cleanup | 1.0.0 |
| Plugin | Skills | License |
|---|---|---|
| anthropic-document-skills | docx, pdf, pptx, xlsx | Source-available |
| anthropic-creative-skills | algorithmic-art, brand-guidelines, canvas-design, frontend-design, slack-gif-creator, theme-factory | Apache 2.0 |
| anthropic-dev-skills | claude-api, mcp-builder, skill-creator, web-artifacts-builder, webapp-testing | Apache 2.0 |
| anthropic-enterprise-skills | doc-coauthoring, internal-comms | Apache 2.0 |
uvbunuv syncuv run pytestuv run ruff check .uv run ruff format .uv run mypy .bun installbun testbunx biome check --write ..claude/ (skills, hooks, agents, etc.)plugins/<your-plugin>/.claude-plugin/plugin.json with name, description, version, keywordsuv run pytest to validate structureuv run python tools/marketplace_gen.py to update the marketplace catalognpx claudepluginhub ats-kinoshita-iso/agent-workshop --plugin anthropic-dev-skillsEvaluation framework skills for designing scoring rubrics, running structured evaluations on LLM outputs, and comparing candidate outputs to recommend a winner.
trine-eval: Planner-Generator-Evaluator harness for eval-driven development across web/RAG/CLI/API projects, eval-harness methodology audits (meta layer), and harness-build agent-runtime conformance (runtime layer)
Analyzes and rewrites prompts for Claude Code, applying structured prompt engineering patterns to produce clearer, more effective instructions.
Observability skills for designing logging and tracing strategies, instrumenting existing code with structured log points, and analyzing trace logs to diagnose production issues.
Skills for designing and evaluating multi-agent systems: orchestrator/worker decomposition, output quality review, and self-improving evaluator/optimizer loops.
Plugin development toolkit with skills for creating agents, commands, hooks, MCP integrations, and comprehensive plugin structure guidance
Skills and resources for developing Claude Code plugins, skills, MCP servers, and extensions. Includes comprehensive official documentation and self-update mechanism.
Core skills: ecosystem guide, skill creator, research patterns, session reflection, and plugin development. Includes UserPromptSubmit hook for forced skill evaluation.
Transform Claude Code into a structured development platform with 29 /sc: commands, 23 specialized agents, 7 behavioral modes, and MCP server integration
Meta-cognitive tools for Claude Code self-improvement. Learn from feedback, optimize configuration, and evolve your AI development workflow.
Anthropic Claude Agent SDK for autonomous agents and multi-step workflows. Use for subagents, tool orchestration, MCP servers, or encountering CLI not found, context length exceeded errors.