Product & Planning

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PRD document analyst. Use when analyzing requirements, creating Interface Flow documentation, or understanding module interactions. Use when this capability is needed.

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Creates well-structured GitHub issues following Scrum methodology with detailed functional descriptions, testing requirements, acceptance criteria, and business justification. Use when the user asks to create, draft, write, or plan issues, user stories, bugs, tasks, or backlog items.

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Skill discovery and rule management. Use when starting any conversation to identify applicable skills, and when user states preferences or asks to add/modify rules. Use when this capability is needed.

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Generate a complete Claude Code agent team (orchestrator + specialists, skills, rules, hooks) from a product description. Reads a PRD file or inline brief, picks archetypes, fills templates, writes to .claude/, and runs the static linter on every produced file before exiting. Use when a new project needs an agent team, when an existing team needs to be regenerated cleanly, or when scaffolding a fresh proof-of-concept. Use when this capability is needed.

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Convert PRD specifications into structured TASKS.json user stories for the Ralph autonomous development workflow Use when this capability is needed.

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プロダクト要求仕様書（PRD）を作成するスキル。ユーザーがプロダクトの要件を明確にし、チームメンバー間の認識を統一するためのPRDドキュメントを作成する必要がある場合に使用します。このスキルは、Product Requirements Document の作成、編集、または既存プロダクトの要求仕様書の更新が必要な場合に使用してください。 Use when this capability is needed.

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Guide for authoring effective Agent Skills using principle-based approach (Progressive Disclosure, Respect Intelligence, Enable Discovery). Covers creating, improving, refactoring, and reviewing skills. Use for skill authoring, design questions, best practices, anti-patterns, or structure decisions. Use when this capability is needed.

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Go Package Discovery (pkgsite-cli)

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Generate development tasks from a PRD file with sprint-based planning. Use when users ask to "create tasks from PRD", "break down the PRD", "generate sprint tasks", or want to convert product requirements into actionable development tasks. Creates/updates tasks.md and always reports GitHub links to changed files. Use when this capability is needed.

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Manage a Markdown-based Kanban board using card files in a kanban/ directory (including kanban/archived/ for completed cards). Use when the user asks to create, move, view, list, or manage tasks or cards on a kanban board, or when tracking work items across statuses like backlog, todo, doing, done, or archive. Use when this capability is needed.

tomevault-io Bundle

Plan and prioritize product roadmaps using frameworks like RICE, MoSCoW, and ICE. Use when creating a roadmap, reprioritizing features, mapping dependencies, choosing between Now/Next/Later or quarterly formats, or presenting roadmap tradeoffs to stakeholders. Use when this capability is needed.

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Run health checks on Kata project structure, detecting and fixing format issues. Triggers include "doctor", "health check", "fix roadmap", "check project", "kata doctor". Use when this capability is needed.

tomevault-io Bundle

AI-Ready requirements specification generator that transforms vague ideas into professional specification documents deliverable to AI development tools (BMAD Story Format and GitHub Spec-Kit Format) through intelligent guided conversations. Use this when users need to create requirement specifications, product requirements documents (PRD), user stories, or AI-ready development documentation. Use when this capability is needed.

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Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML. Use when this capability is needed.

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Creates and manages TODO.md files with In Progress, Up Next, Backlog, and Done sections. Use when managing tasks, tracking progress, or when user mentions "todo" (add todo, update todo, create todo, mark done, etc.).

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Scaffold a feature spec for a roadmap phase and open it as a PR for human review. Reads specs/roadmap.md, lets the user pick a phase (or accepts one as argument), runs preflight checks, cuts a feature branch, writes specs/YYYY-MM-DD-<slug>/ (requirements.md, plan.md, validation.md — grounded in specs/mission.md and specs/tech-stack.md), commits, pushes, and opens a PR. Makes zero code changes — the PR is for review of the spec itself; implementation follows in a separate PR once the spec is approved. Groups clarifying questions (one per output file) via AskUserQuestion before any disk write. Use when this capability is needed.

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Guide technology selection workflow and ADR creation. Use when user asks about choosing a technology, comparing options, or needs to make a tech decision. Orchestrates discovery, evaluation, and documentation. Use when this capability is needed.

tomevault-io Bundle

Use when parsing "All Needed Context" sections from PRD files. Extracts code files, docs, examples, gotchas, and external systems into structured JSON format. Invoked by /flow:implement, /flow:generate-prp, and /flow:validate.

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Create or review product-planning specifications from ideas or existing docs. Use when the user wants a PRD, UX, API, architecture, operator, or test-plan artifact, not the narrower CE spec stage. Use when this capability is needed.

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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. Use when this capability is needed.

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Create documentation-first PRDs that guide development through user-facing content Use when this capability is needed.

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Use when asked to "set OKRs", "objectives and key results", "quarterly OKR planning", "align objectives", "measure OKR progress", or "focus priorities with OKRs". Helps teams focus on what matters most and create a cadence of progress. The OKR framework (originated by Andy Grove at Intel, popularized by John Doerr at Google) creates alignment, focus, and learning cycles. Christina Wodtke's Radical Focus approach emphasizes simplicity and avoiding common pitfalls.

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This skill should be used when the user asks to "understand customers", "customer research", "user personas", "customer needs analysis", "buyer journey mapping", "voice of customer", "customer segmentation", "user research", or needs guidance on customer discovery methodologies, persona development, or understanding buyer behavior. Use when this capability is needed.

tomevault-io Bundle

Whole-lifecycle constraints for Go backend projects — spanning coding, docs, PRD, planning, design, and review; a unified three-layer architecture, no over-abstraction, no transitional schemes, tests subordinate to production design (no wrapping production vars or adding interfaces just for tests — when a mock is needed, prefer an existing low-level injection point). ｜ Go 后端项目全生命周期规范约束：贯穿编码、文档、PRD、规划、设计、review；统一三层架构、禁过度抽象、禁过渡方案、测试服从生产设计（禁为测试包装 var 或新增 interface，需要 mock 时优先用已有低层注入点）。 Use when this capability is needed.

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PRD Planner Skill

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This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions file-based context management, tool output persistence, agent scratch pads, or just-in-time context loading. Use when this capability is needed.

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Prioritize design work and align with product roadmap using Now/Next/Later and design-debt frameworks. Use when managing design backlog, reprioritizing design work, or aligning design with product milestones. Use when this capability is needed.

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Use when working with the Gatekeeper skill that analyzes user requirements for feasibility and clarity before allowing PRD creation.

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Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. Activates for product development tasks. Use when this capability is needed.

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PaperSprint is a Scrum-inspired academic paper agent workflow for conference or journal drafts. Use when Codex needs to clarify paper direction, estimate likely sprint count, set sprint goals and focus areas, assess venue fit, organize reviewer or editor lenses, convert critique into a prioritized revision backlog, drive amendment increments, or keep a process log across repeated review loops for `.docx`, `.tex`, `.md`, PDF, thesis, and response-letter materials. Use when this capability is needed.

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MUST run before any code implementation task. Classifies complexity, discovers local conventions, finds reusable patterns, and prevents blind coding. Invoke this skill before writing or modifying code. Use when this capability is needed.

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AWS SSO discovery, configuration, and terminal usage Use when this capability is needed.

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Polyglot skill orchestration system integrating Go, Clojure, Hy, and Zig. Provides skill discovery, GF(3) validation, cross-language dispatch, and pluralistic consensus. Use for coordinating multi-language skill ecosystems and maintaining GF(3) conservation across polyglot systems. Use when this capability is needed.

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Add planned work discovered during execution to the end of the current milestone in the roadmap. This skill appends sequential phases to the current milestone's phase list, automatically calculating the next phase number. Triggers include "add phase", "append phase", "new phase", and "create phase". This skill updates ROADMAP.md and STATE.md accordingly. Use when this capability is needed.

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Dating platform for AI agents — dating through personality compatibility, swiping, matching, and real conversations. Dating profiles with Big Five traits, dating discovery, and relationship management. REST API. AI约会、智能配对、性格匹配。Citas para agentes IA, compatibilidad, relaciones. Use when this capability is needed.

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Domain expertise for Ai2 Asta MCP tools (Semantic Scholar corpus). Intent-to-tool routing, safe defaults, workflow patterns, and pitfall warnings for academic paper search, citation traversal, and author discovery. Use when this capability is needed.