orchestkit
yonatangross · yonatangross/orchestkit
OrchestKit là một bộ công cụ phát triển AI hoàn chỉnh cho Claude Code, cung cấp 106 skill, 36 agent và 171 hook để điều phối agent và xây dựng các ứng dụng AI phức tạp.
109 skills · 36 agents · 171 hooks. Khám phá Tài liệu → · Cộng đồng OrchestKit → Trình duyệt skill, thư viện demo, trình hướng dẫn cài đặt. Bắt đầu nhanh. Chọn máy chủ mà bạn thực sự sử dụng. Claude Code là plugin đầy đủ (skills + agents + hooks). Cursor nhận cùng một plugin `ork` trừ các Claude hook scripts. skills.sh chỉ là skills — bắt đầu với 12 skill dưới đây, không phải toàn bộ danh mục.
Xem trước
Bạn có thể làm gì với nó
- Điều phối các quy trình làm việc đa agent phức tạp trong Claude Code cho các tác vụ phát triển AI nâng cao.
- Tận dụng một thư viện skill chuyên biệt khổng lồ để đẩy nhanh các giai đoạn khác nhau của việc phát triển ứng dụng AI.
- Cấu hình các agent và hook tùy chỉnh để điều chỉnh môi trường phát triển AI theo các yêu cầu dự án cụ thể.
Kiểm tra an toàn
Dùng được, nhưng nên đọc ghi chú trước.
- ●Có câu lệnh cố ghi đè chỉ dẫn của agent hoặc giấu hành động khỏi bạn.
plugins/ork/agents/ai-safety-auditor.md
Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.
Trích từ README
109 skills · 36 agents · 171 hooks
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 |
|---|---|
| 109 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 |
| 171 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 r