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the AI Product Kit Skill bundle through npx without cloning the repository.","maintainers":[{"name":"charge.woo","email":"slippor@gmail.com"}],"readme":"# AI Product Kit\n\nAI Product Kit is a doc-first toolkit designed for product managers and cross-functional teams, offering end-to-end guidance from discovery to launch.\n\nLooking for the Chinese version? See `README_CN.md`.\n\n## 📁 Repository Structure\n\n```text\nPACKAGE_ROOT/\n├── README.md / README_CN.md    # English / Chinese entry points\n├── package.json                # NPM package manifest\n├── bin/                        # Distribution-ready CLI entry points\n├── mcp/                        # MCP server implementation and templates\n├── skills/                     # Canonical lifecycle Skills and reusable guides\n└── tools/build_package/        # Bundled build scripts for MCP + template refresh\n```\n\n**Documentation Standards**: All documentation follows the standards defined in [`docs/guide_writing_standard/README.md`](docs/guide_writing_standard/README.md), covering document structure, content organization, formatting, and template writing guidelines.\n\n## 🎯 Who This Helps\n\n* **Product managers** – start with the `aipk_requirements-intake`, `aipk_requirements-documentation`, and `aipk_requirements-changes` skills for research, PRDs, and change management.\n* **Designers** – invoke the `aipk_update-requirements-from-design` and `aipk_format-requirement-pages-with-design` skills when you need to align composite mockups, split panels, or embed visuals into requirement pages.\n* **Engineers** – use the `aipk_development` skill for architecture notes and delivery checklists.\n* **QA teams** – use the `aipk_requirements-documentation` skill for acceptance criteria and pair with `aipk_development` for validation tasks.\n* **Operators & growth** – rely on the `aipk_aso-new-release` skill for launch updates, store copy, and asset guidance.\n\n## 📚 Core Capabilities\n\n* **Discovery & analysis** – market studies, user interviews, competitor reviews.\n* **Product planning** – PRD templates, backlog framing, prioritization.\n* **Design systems** – UI/UX principles, prompt and content guidelines.\n* **Delivery enablement** – architecture references, API design, dev workflows.\n* **Quality practice** – test plans, automation strategy, regression tooling.\n* **Release & operations** – go-to-market, post-launch metrics, growth loops.\n\n## ⚙️ Environment Requirements\n\n* **Node.js 18+** – required to run `npx @guru-ai-product/ai-product-kit@latest` from `ROOT`.\n* **npm 9+** – provides access to the scoped package and carries your authenticated session, so the sync command can download the latest Skill bundle.\n\n## 🛠️ Usage Guide\n\nAI Product Kit provides two ways to access its capabilities: **Traditional Skills** and **MCP (Model Context Protocol) Server**.\n\n### 🔍 Choosing Between Skills and MCP\n\n| Method | Best For | How It Works |\n|--------|----------|--------------|\n| **Skills** | Full project lifecycle, document templating, collaborative workflows, and IDE/CLI agents that operate inside your repository (Cursor, Codex, Claude Code, Gemini CLI) | Downloads skill bundles to `.claude/skills/` directory for agent access |\n| **MCP** | Real-time skill queries, programmatic access, tool integration, and agents that run outside the project workspace (e.g., Cherry Studio) | Runs a server that provides skills as tools via Model Context Protocol |\n\n> Choose **one** mode per project. Do not copy both templates or mix the automation blocks.\n\n### 📋 Using Skills (Traditional Method)\n\nSkills provide templates, checklists, and guidance for each phase of the product lifecycle. They are downloaded to your local project and accessed by agents through the file system.\n\n#### 1. 📦 Installation & Update\n\nChoose one of the following methods depending on whether you want a direct install or an OpenSkill install:\n\n##### Option A – Direct install\n\nSimple, one-command setup with no extra dependencies beyond npm.\n\n```bash\n# Install or update Skills from your project root directory\nnpx -y @guru-ai-product/ai-product-kit@latest ai-product-kit\n```\n\nThis downloads the Skill bundle (templates, scripts, and `GURU_AI.md` files) to `.claude/skills/` in your working tree. The bundle is ready to use immediately—agents learn where every Skill lives from `AGENTS.md`, so no explicit initialization command is required. See Quick Start below for lifecycle-specific prompts.\n\n##### Option B – OpenSkill install\n\nFlexible approach that lets you add other community Skill bundles in addition to the official set.\n\n1. Ensure the CLI is installed globally:\n\n   ```bash\n   npm i -g openskills\n   ```\n2. Run the install command from your project root, pointing to the desired Skill:\n\n   ```bash\n   openskills install https://github.com/castbox/ai-product-workflow\n   ```\n3. Sync the Skill metadata so your agents see the newly added Skill:\n\n   ```bash\n   openskills sync\n   ```\n\nThese steps can be repeated for any other Skill repositories you want to bake into this workspace.\n\n### ⚡ Using MCP Server\n\nThe MCP Server makes AI Product Kit skills available as tools through the Model Context Protocol. Configure your preferred MCP client to connect to the server.\n\n#### 1. 🔧 Configure MCP Client\n\nAdd this configuration to your MCP client so you can access AI Product Kit skills:\n\n##### Option A: Using npx (Recommended)\n\n**Codex CLI** – add the entry below to `~/.codex/config.toml`:\n\n```toml\n[mcp_servers.ai_product_kit]\ncommand = \"npx\"\nargs = [\"-y\", \"-p\", \"@guru-ai-product/ai-product-kit@latest\", \"ai-product-kit-mcp\"]\ntimeout = 60\n```\n\n**Cursor IDE** – add to your settings.json or via GUI:\n\n```json\n{\n  \"mcpServers\": {\n    \"ai-product-kit\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"-p\", \"@guru-ai-product/ai-product-kit@latest\", \"ai-product-kit-mcp\"]\n    }\n  }\n}\n```\n\n**Other MCP Clients** – use the same pattern:\n- Command: `npx`\n- Arguments: `[\"-y\", \"-p\", \"@guru-ai-product/ai-product-kit@latest\", \"ai-product-kit-mcp\"]`\n\n##### Option B: Using Local Installation\n\nIf you install the package locally:\n\n```bash\nnpm install @guru-ai-product/ai-product-kit\n```\n\nThen configure with:\n\n```json\n{\n  \"mcpServers\": {\n    \"ai-product-kit\": {\n      \"command\": \"./node_modules/.bin/ai-product-kit-mcp\",\n      \"args\": []\n    }\n  }\n}\n```\n\n#### 3. 🛠️ Available Tools\n\nOnce configured, the MCP Server provides the `product_kit_skill` tool:\n\n- **Tool Name**: `product_kit_skill`\n- **Purpose**: Retrieve any AI Product Kit skill guide or template\n- **Parameters**:\n- `skill_name` (string, required) - Name of the skill to retrieve (e.g., `aipk_requirements-documentation`)\n\nThe tool returns:\n- `skill_name`: The requested skill name\n- `description`: Skill description from the SKILL.md file\n- `cache_path`: Absolute path to cached content (for subsequent reading)\n\n#### 4. 🚀 Initialize Your Project\n\nUse the MCP tool to initialize your project:\n\n```text\nInitialize my project using the init-project skill with the product_kit_skill tool.\n```\n\n#### 5. 📚 Supported Skills\n\nAll AI Product Kit skills are available via MCP:\n- `aipk_init_project` - Project bootstrapping\n- `aipk_requirements-intake` - Intake and research automation\n- `aipk_requirements-documentation` - PRD drafting + iteration templates\n- `aipk_requirements-changes` - Change documentation and prompts\n- `aipk_initiative-planning` - Initiative evaluation and scoping\n- `aipk_update-requirements-from-design` - Sync requirements with design mockups\n- `aipk_format-requirement-pages-with-design` - Table formatting for design pages\n- `aipk_aso-new-release` - ASO copy and asset guidance\n- `aipk_development` - Engineering playbooks\n- `aipk_skill_generate` - Skill creation standards\n- `aipk_tool_prompts` - Reusable AI prompt catalog\n\n### 🚀 Quick Start\n\nAgents already know where each Skill lives because the mappings are declared in `AGENTS.md`. Grab a prompt by lifecycle stage:\n\n- **Project setup audit**\n\n  ```text\n  Init project.\n  ```\n  Expected skill: `aipk_init_project`\n\n- **Discovery & intake**\n\n  ```text\n  Use pre-collected SensorTower、七麦、点点 data to produce the intake brief.\n  ```\n  Expected skill: `aipk_requirements-intake`\n\n- **PRD drafting**\n\n  ```text\n  Generate a multimodal search PRD based on (path of the draft) using the standard template.\n  ```\n  Expected skill: `aipk_requirements-documentation`\n\n- **Change control**\n\n  ```text\n  Summarize v1.2→v1.3 sharing flow changes in the standard change log.\n  ```\n  Expected skill: `aipk_requirements-changes`\n\n- **Design sync**\n\n  ```text\n  Use (path of design image) to update the linked requirements and refresh mapping.csv.\n  ```\n  Expected skills: `aipk_update-requirements-from-design`, `aipk_format-requirement-pages-with-design`\n\n- **Requirements review**\n\n  ```text\n  Review v1.3 of all requirements and flag gaps or inconsistencies.\n  ```\n  Expected skill: `aipk_requirements-documentation`\n\n- **Release prep**\n\n  ```text\n  Write the 4.2 release note.\n  ```\n  Expected skill: `aipk_aso-new-release`\n\n## ❓ FAQ\n\n- **Skill seems not loading?**\n  Start a new agent session and enter `Reload Agents.md`.\n- **How do I confirm a skill ran?**\n  Check the agent output for a line like `🌟 I'm using skill \"XXXX\"`; if you see it, the skill invoked correctly.\n\n## 📄 License\n\nThis project is distributed under the MIT License.\n","readmeFilename":"README.md"}