OrchestKit：编程智能体开发工具集

The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` fo…

115 skills · 36 agents · 161 hooks Start here OrchestKit is a free, open source Claude Code plugin: skills, agents and hooks for review, testing, security and memory. claude plugin marketplace add yonatangross/orchestkit && claude plugin install ork@orchestkit Docs · What's new in v10 · yonyon.ai Explore the Docs → · OrchestKit Community → Skill browser, demo gallery, setup wizard Contents Quick Start Why OrchestKit? What You Get Key Commands Configuration What OrchestKit observes Install FAQ Development What's New Community Quick Start Pick the host you actually use. Claude Code is the full plugin (skills + agents + hooks). Cursor gets the same ork plugin minus Claude hook scripts. skills.sh is skills only — start with the 12 below, not the whole catalog. Host support matrix Measured 2026-09-08 on pi 0.85, Codex CLI and cursor-agent. Details, commands and the lane model: OrchestKit on pi, Codex and Cursor. Antigravity measured 2026-09-18 on agy 1.2.6; full evidence in docs/audits/agy-host-support-2026-09-18.md. Surface Claude Code Cursor Codex pi Devin Antigravity Skills (SKILL.md) all all, via the ork plugin 6 (ork-codex pack) all via pi install, 78 auto-listed 76 of 107, GH-4146 all via workspace .agents/skills (skills.sh); ork:<name> via agy plugin install Agents all all 4 role templates none not reported by info 36 via agy plugin install (validated); none via .agents/skills Hooks all none none none none none of ork's; agy hooks.json is a different schema Rules repo convention 14, plugin rules key AGENTS.md none AGENTS.md, always on AGENTS.md, per-directory Commands /ork:<skill> 36 wrappers $ork-<skill> /skill:<name> /ork:<skill> /<skill-name>; ork:<skill> via plugin install MCP config .mcp.json .cursor/mcp.json plugin mcp.json .pi/mcp.json mcp.json / .mcp.json ~/.gemini/config/mcp_config.json or plugin mcp_config.json; repo .mcp.json not read Status shipped shipped shipped shipped skills only, GH-4146 skills only, measured agy 1.2.6 Claude Code /plugin marketplace add yonatangross/orchestkit /plugin install ork Then /ork:setup. The wizard scans the repo, recommends skills, and writes MCP config. CLI equivalent: claude plugin marketplace add yonatangross/orchestkit && claude plugin install ork@orchestkit. Cursor Settings → Plugins / marketplaces → add yonatangross/orchestkit → enable ork → open a new chat. Same plugin Claude Code installs, not a five-skill fork. See Install → Cursor. skills.sh (Cursor, Codex, OpenCode, …) Starter 12 from measured installs plus the ork skills we retain (full why table under Install): npx skills add yonatangross/orchestkit -s devops-deployment -s responsive-patterns -s architecture-decision-record -s ui-components -s rag-retrieval -s agent-orchestration -s brainstorm -s expect -s auto -s review-pr -s fix-issue -s commit Full catalog: npx skills add yonatangross/orchestkit (hundreds of SKILL.md files; do not treat that as unique users). Live install totals stay on the skills.sh badge above. Why OrchestKit? Every Claude Code session starts from zero. You explain your stack, patterns, preferences—again and again. OrchestKit gives Claude persistent knowledge of production patterns that work automatically: Without With OrchestKit "Use FastAPI with async SQLAlchemy 2.0..." "Create an API endpoint" → Done right "Remember cursor pagination, not offset..." Agents know your patterns "Don't commit to main branch..." Hooks block bad commits "Run tests before committing..." /ork:commit runs tests for you What You Get One unified plugin, everything included. Component Details 115 Skills RAG patterns, FastAPI, React 19, testing, security, database design, ML integration — loaded on-demand, zero overhead 36 Agents Specialized personas (backend-architect, frontend-dev, security-auditor) — route tasks to the right expert 161 Hooks Pre-commit checks, git protection, quality gates, browser safety — ship with confidence All available in a single /plugin install ork. Skills load on-demand. Hooks work automatically. Browse everything in the Docs → Key Commands /ork:auto # Front door: describe a goal, it routes to the right skill /ork:setup # Personalized onboarding wizard /ork:implement # Full-stack implementation with parallel agents /ork:expect # Diff-aware AI browser testing /ork:review-pr # PR review with parallel agents /ork:verify # Multi-agent validation /ork:commit # Conventional commit with pre-checks /ork:explore # Analyze unfamiliar codebase /ork:remember # Save to persistent memory /ork:doctor # Health check Configuration /ork:setup detects your stack, recommends MCP servers, and writes the configuration for you. Recommended MCP Servers Server Purpose Required? Context7 Up-to-date library docs Prerequisite (22 of 36 agents grant its tools) Memory Knowledge graph persistence Recommended Sequential Thinking Structured reasoning for subagents Recommended Tavily Web search and extraction Optional Set "alwaysLoad": true on the first three in your .mcp.json. It skips the per-skill tool probe and shaves ~150ms off cold starts. Context7 is a prerequisite, and ork does not ship it. 22 agents grant mcp__context7__* in their frontmatter, but .mcp.json is user-owned and project-scoped, so the grant refers to a server you add. Skip it and those agents answer from training data with no error raised. The recommended entry is the hosted HTTP server, which costs no local process: "context7": { "type": "http", "url": "https://mcp.context7.com/mcp" } Free tier: 1,000 requests, public repos, no account. Context7 Pro ($10 per seat per month) raises that to 5,000 per seat and parses private repos; add "headers": { "Authorization": "Bearer ${CONTEXT7_API_KEY}" } and export the ctx7sk- key. Add the header only once the variable is exported: with it unset the unexpanded literal is sent as the token and every query fails, and it does not fall back to the anonymous free tier, so the keyless entry above is strictly better than a header with no key behind it. The legacy stdio transport (npx