Product & Planning

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Interact with Home Assistant REST API for entity discovery, state retrieval, and service calls. Use when working with Home Assistant integrations, controlling devices, querying sensor data, or automating Home Assistant operations. Covers authentication, entity patterns, service calls, and state queries.

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Use when you want the orchestrator to pick the next repo to work on across your whole portfolio — it enumerates candidate repos below the confinement root, resolves free/busy from each repo's session.lock lease, ranks the FREE ones by backlog priority × staleness × readiness, recommends the single most worthwhile one via AskUserQuestion, atomically claims it, and routes you to the chosen entry command. Triggers: "what should I work on next", "dispatch me to a repo", "pick the next project", "run /dispatcher". <example>Context: operator finished a session and wants the next-best repo across the portfolio. user: "/dispatcher" assistant: "Ranked 18 free repos — top recommendation: Pencil-Designs (score 4.50, 90d stale). Confirm via the picker, I'll claim its lease atomically, then route you to /session deep."</example>

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Expert guidance for Backlog.md CLI project management tool including task creation, editing, status management, acceptance criteria, search, and board visualization. Use this when managing project tasks, creating task lists, updating task status, or organizing project work.

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Create comprehensive Product Requirements Documents through strategic questioning. Use when planning a new feature or project that needs clear requirements.

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Inventory available datasets, instrumentation gaps, and data quality considerations for the initiative.

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ドキュメントレビューを実施するためのスキル。提案書、設計書、PRD、技術仕様書などのドキュメントをレビューする際に使用します。「ドキュメントをレビュー」「提案書をチェック」「設計書を確認」「この文書をレビューして」「ドキュメントの品質を確認」などのドキュメントレビュータスクに言及した場合にトリガーします。ビジネス・戦略観点、論理構造、技術的妥当性、リスク管理、表現の正確性を多角的に評価し、建設的な改善提案を行います。

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ドキュメント執筆をサポートするスキル。ユーザーがPRDに基づいてドキュメントを作成、編集、または更新したい場合に使用します。このスキルは、docs/prd.md に記載されたプロダクト要求仕様書を参照しながら、技術ドキュメント、設計ドキュメント、ユーザーガイド、APIドキュメントなどの執筆を支援します。「ドキュメントを書く」「仕様書を作成」「ガイドを作る」などのドキュメント作成タスクに言及した場合にトリガーします。

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DuckDB file discovery agent with verified absolute paths

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Analyze a PRD for edge cases, failure modes, and scenarios that might be missed. Use after creating a PRD to strengthen it. Triggers on: analyze edge cases, find edge cases, what could go wrong, edge case analysis.

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Use to define incident tiers, response protocols, and stakeholder communications.

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Executive leadership expertise for decision-making, change management, crisis management, stakeholder management, team building, and organizational leadership. Use when leading teams, managing change, navigating crises, or developing leadership skills.

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Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes.

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Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Protocol, MCP server, MCP tool, stdio transport, SSE transport, tool discovery, resource provider, prompt template, external API integration, Gemini CLI MCP, Claude MCP, agent tools, tool execution, server config. Use when: building MCP servers, integrating external APIs as MCP tools, discovering available MCP tools, executing MCP capabilities, configuring multi-server setups, designing tools for AI agents.

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Débat multi-agents avec 6 IA pour valider PRD et code. Utiliser pour obtenir des perspectives diverses sur des décisions critiques, après un PRD en mode FULL, ou après une code review de code critique.

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Crée des Epics et User Stories à partir du PRD et de l'Architecture, puis les publie sur GitHub Issues. Utiliser après l'architecture (mode FULL) ou après le PRD (mode LIGHT), quand l'utilisateur dit "stories", "user stories", "epics", "issues", "découper en tâches", ou veut passer à l'implémentation.

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Create documentation-first PRDs that guide development through user-facing content

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Fast PRD updates - Quick version and feature status updates. Auto-activates on "更新 PRD", "update PRD", "PRD 版本", "完成功能" keywords. AMP principle: Automate the meta workflow.

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Write comprehensive Product Requirements Documents (PRDs)

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Order backlog items using RICE, MoSCoW, or Value-Effort frameworks. Use when prioritizing backlog, ranking features, or ordering work items. Triggers on keywords like "prioritize", "RICE score", "MoSCoW", "rank backlog", "order by value".

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PRP Framework wizard for PRD-driven development. Gathers requirements, generates PRD, creates implementation plan, and executes with validation loops. Part of the unified project wizard. Use when user wants PRD-driven development, selects PRP framework in project wizard, or starts feature development or enhancement projects.

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This skill should be used when the user asks to "create a quick plan", "draft a plan", "capture this idea", "plan this feature", or wants a lightweight plan without full feature planning. Creates concise plans in backlog/plans/ for later expansion.

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Interactive vision planning using Socratic method. Use when user asks to "ralph plan vision", "plan a vision", "ralph plan roadmap", "ralph plan stories", "ralph plan tasks", or needs to define product vision/roadmap/stories/tasks through guided dialogue.

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Convert PRDs to prd.json format for the Relentless autonomous agent system. Use when you have an existing PRD and need to convert it to Relentless JSON format. Triggers on: convert this prd, turn this into relentless format, create prd.json from this, relentless json.

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Research WoW addon development topics using CLI tools, Blizzard UI source, and documentation. Covers API discovery, pattern research, and Ace3 usage. Use when investigating unfamiliar APIs, finding Blizzard patterns, or learning. Triggers: research, find, search, API, Blizzard UI, documentation, Ace3.

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Use this skill when implementing, modifying, or fixing ANY scraper, discovery, or extraction code in the packages/scrapers directory. Triggers for tasks involving SmartDiscoveryAgent, SmartDishFinderAgent, PuppeteerFetcher, search engines, platform adapters, or related components. Orchestrates a rigorous test-driven workflow with use case definition BEFORE coding, followed by verification.

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Simple test skill to verify skills system is working. Use this skill when asked to test skills, verify skill discovery, or run a skill test.

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Use when user says "generate stories", "brainstorm features", "update story tree", "what should we build", "show story tree", "show me a map", "story map", "tree diagram", "show stories", "view stories", "list stories", or asks for feature ideas or story visualization - autonomously maintains hierarchical story backlog by analyzing git commits, identifying under-capacity nodes, and generating evidence-based stories to fill gaps. Works with SQLite database using closure table pattern, prioritizes shallower nodes first, and tracks implementation status through commit analysis.

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Planning specialist that creates structured implementation plans for the finans project. Use this skill to transform user requests into comprehensive, well-researched plan files stored in .task-board/backlog/. This skill plans without implementing.

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[Task Mgmt] A Skill that syncs task status in Docs/Task/{StepName}_Task.md by moving tasks between sections (Backlog, Worker1, Worker2, Worker3, Review, Done) with priority-aware management for multi-agent parallel development. AI agent MUST invoke this skill AUTOMATICALLY when (1) starting work on a task - move to assigned Worker, (2) AI completing work - move to Review (NOT Done). CRITICAL - AI CANNOT move to Done or Backlog. Only User/Reviewer can move tasks to Done or Backlog. (user)

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Expert technology scouting including emerging tech discovery, evaluation, and adoption recommendations

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Mandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents, don't operate directly) and skill discovery workflow for every conversation.

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VP of Product - assign product vision, roadmap accountability, and pricing strategy tasks

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Extract Xiaohongshu (小红书) noteId from shared note text or URLs, including xhslink.com short links and xiaohongshu.com/discovery/item/<noteId> links. Use when the user asks for “noteId/笔记ID”, provides a 小红书 share message, or pastes an xhslink short URL that needs redirect expansion.

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Start or resume a development session. Use when beginning feature work, implementing changes, or continuing previous work. Orchestrates discovery, planning, review, and build phases with Bob and Garry.

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First-run onboarding for Kai CMO Harness. Walks new users through product discovery, generates MARKETING.md, and recommends the first command to run. Use when a user has just installed Kai and types /kai-start, "get started with Kai", "set up Kai", "first time using Kai", or when MARKETING.md doesn't exist yet.

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Select the next backlog task and drive it through isolated implementation, review, docs, verification, and publish gates from a git-branchless detached HEAD. Use when "next task", "work the backlog", "pick the next issue", "do the next thing", or "start the next task".