Product & Planning
Product & planning agent skills structure the thinking side of building: specs, PRDs, user stories, roadmaps, and prioritization frameworks. Install one and your AI agent produces planning documents with the same rigor and format every time.
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majiayu000 Bundle Chief ArchitectUNIFIED ARCHITECT - Strategic development orchestrator AND systematic project planner for personal productivity applications. Use for architecture decisions, feature planning, task breakdown, implementation strategy, roadmaps. Triggers on "plan", "break down", "how should I implement", "architecture", "strategy", "roadmap", "design pattern".
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majiayu000 Bundle Context MappingMap relationships between bounded contexts using DDD context mapping patterns. Use when defining upstream/downstream relationships, integration strategies (ACL, OHS, PL), or generating Context Mapper DSL output. Follows event storming for bounded context discovery.
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majiayu000 Bundle Docs ManagementSingle source of truth and librarian for ALL Claude official documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Claude documentation; discovering docs by keywords, category, tags, or natural language queries; scraping from sitemaps or docs maps; managing index metadata (keywords, tags, aliases); or rebuilding index from filesystem. Run scripts to scrape, find, and resolve documentation. Handles doc_id resolution, keyword search, natural language queries, category/tag filtering, alias resolution, sitemap.xml parsing, docs map processing, markdown subsection extraction for internal use, hash-based drift detection, and comprehensive index maintenance.
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majiayu000 Bundle Ebook DiscoverySurface ebook ideas you didn't know you had. Use when ready to discover what ebooks might be hiding in your content, expertise, or thinking. Supports both content-rich creators (blog posts, videos, newsletters) and those with unpublished expertise. Produces a curated list of ebook candidates ready for Concept Development. Handles multi-session discovery with living documents.
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majiayu000 Bundle Empathy MappingCreate structured visualizations of stakeholder perspectives (says, thinks, does, feels) to build deep understanding. Use when conducting user research or validating assumptions.
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majiayu000 Bundle Exo DistributedDistributed LLM inference across Apple Silicon clusters with exo. Run models across Mac Studios via Thunderbolt RDMA, auto peer discovery, and MLX sharding. Use for multi-device inference, model parallelism, or building LLM clusters.
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majiayu000 Bundle Feature MappingConvert PRD requirements into structured epics, features, and user stories with acceptance criteria and priority rankings
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majiayu000 Bundle Feedback TriageUse when receiving UAT feedback, bug reports, user testing results, stakeholder feedback, QA findings, or any batch of issues to investigate. Investigates each item BEFORE creating issues, classifies by type and priority, creates well-formed GitHub issues with proper project board integration.
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majiayu000 Bundle Gemini CLI DocsSingle source of truth and librarian for ALL Gemini CLI documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Gemini CLI documentation; discovering docs by keywords, category, tags, or natural language queries; scraping from llms.txt; managing index metadata (keywords, tags, aliases); or rebuilding index from filesystem. Run scripts to scrape, find, and resolve documentation. Handles doc_id resolution, keyword search, natural language queries, category/tag filtering, alias resolution, llms.txt parsing, markdown subsection extraction for internal use, hash-based drift detection, and comprehensive index maintenance.
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majiayu000 Bundle Gsd New ProjectOrchestrate project initialization with parallel research and roadmap creation
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majiayu000 Bundle Idea ValidationValidate idea and create detailed PRD. Saves docs/PRD.md to project. Use when: user describes an app idea, wants to create something new. Triggers: "I want to build", "create app", "make website", "build MVP", "хочу создать", "сделать приложение".
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majiayu000 Bundle Incremental TddUse when implementing features or refactoring with TDD - enforces writing ONE test at a time, implementing minimal code to pass, then repeating, preventing batch test writing that defeats incremental design discovery
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majiayu000 Bundle Interview SkillDeep-dive technical discovery and requirement gathering before coding. Use when a task is broad, ambiguous, or requires architectural decisions.
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majiayu000 Bundle Phase 3 OutlineTwo-track solution outline creation - Simple Track for localized changes, Complex Track for codebase-wide discovery
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majiayu000 Bundle Planning PhasesUse this skill to plan detailed roadmap phases. Triggers include "plan phase n", "create phase plan", "create a plan" "roadmap planning", and "roadmap phase creation".
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majiayu000 Bundle Prd FacilitatorTransform project ideas into requirements documentation focusing on user outcomes and functionality, not implementation. Use when partner describes a new project or feature idea and needs a PRD capturing requirements before implementation, when unclear what to build but not yet ready for technical planning
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majiayu000 Bundle Discovery Problem FramingFrame the core customer problem, evidence, and success hypothesis before solutioning.
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majiayu000 Bundle Project ManagerCopilot agent that assists with project planning, scheduling, risk management, and progress tracking for software development projects Trigger terms: project management, project plan, WBS, Gantt chart, risk management, sprint planning, milestone tracking, project timeline, resource allocation, stakeholder management Use when: User requests involve project manager tasks.
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majiayu000 Bundle Project PlannerUniversal project planning for non-technical projects. Domains: business, personal, creative, academic, organizational, events. Capabilities: goal setting, milestone planning, resource allocation, timeline creation, risk assessment, progress tracking. Actions: create, plan, structure, breakdown, track projects. Keywords: project plan, roadmap, strategy, goal setting, milestones, timeline, action plan, project management, business plan, personal goals, creative project, academic planning, event planning, organizational change, OKRs, SMART goals, Gantt chart. Use when: creating project plans, setting goals/milestones, planning business initiatives, organizing events, structuring academic work, developing strategies/roadmaps.
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majiayu000 Bundle Project RoadmapCreate visual project roadmaps and timeline visualizations with release planning and milestone tracking
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majiayu000 Bundle Removing PhasesUse this skill when remove a future phase from roadmap and renumber subsequent phases. Triggers include "remove phase", "remove phase".
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majiayu000 Bundle Discovery Risk AssessmentIdentify potential quality, security, and delivery risks early in discovery to inform mitigation planning.
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majiayu000 Bundle Roadmap BuilderCreate strategic product roadmaps with theme-based planning, OKRs, and stakeholder alignment
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majiayu000 Bundle Roadmap PlannerProduct roadmap and feature prioritization expert with RICE, MoSCoW, and Kano frameworks. Use when planning product roadmaps, prioritizing features across increments, or defining success metrics and KPIs. Covers ROI analysis, stakeholder communication, and quarterly planning.
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majiayu000 Bundle Scout NavigatorScout Mode specialist - handles opportunity discovery, filtering, dataset curation, and playlist/blog/radio discovery for artists.
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majiayu000 Bundle Scrum DashboardMaintain scrum.ts dashboard following Agentic Scrum principles. Use when editing scrum.ts, updating sprint status, or managing Product Backlog.
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majiayu000 Bundle Semantic SearchUse this when deciding between semantic search and grep/glob for code discovery. Apply for concept-based queries (find payment processing), intent-based searches (how is auth implemented), or when user doesn't know exact class names. Use grep for exact matches like specific function names
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majiayu000 Bundle Shutdown RitualEvening task selection ceremony for maker work (discovery: requirements-clarity). Evaluate at requirements-clarity when user mentions shutdown ritual, evening ceremony, select for book, end of day selection, or tomorrow's tasks.
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majiayu000 Bundle Skill DiscoveryHow agents discover and use skills. Use to understand skill invocation protocol.
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majiayu000 Bundle Skills RegistryDynamic skill discovery and matching for any task context. Invoke when: - Starting any task to discover relevant skills - Need to find specialized skills for current context - Agent/command needs skill recommendations Trigger phrases: "match skills", "find skills", "what skills for", "recommend skills", "which capabilities", "skill lookup", "applicable skills" Examples: - "Match skills for TDD cycle with zod validation" → outputs backend-zod, backend-vitest - "What skills for React landing page?" → outputs frontend-master, frontend-aceternity
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majiayu000 Bundle Spec To BacklogAutomatically convert Confluence specification documents into structured Jira backlogs with Epics and implementation tickets. When Claude needs to: (1) Create Jira tickets from a Confluence page, (2) Generate a backlog from a specification, (3) Break down a spec into implementation tasks, or (4) Convert requirements into Jira issues. Handles reading Confluence pages, analyzing specifications, creating Epics with proper structure, and generating detailed implementation tickets linked to the Epic.
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majiayu000 Bundle Stakeholder OpsUse to coordinate approvals, communications, and accountability across teams for feedback programs.
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majiayu000 Bundle Task AutomationExecute development tasks from manifest, run parallel agents, verify builds, manage task pipeline. Use when user wants to run tasks, check task status, execute dev loop, or work through the backlog.
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majiayu000 Bundle Trader AnalysisAnalyze Polymarket traders, identify profitable traders to follow, and track their performance. Use when building copy trading features or trader discovery.
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majiayu000 Bundle User OnboardingDesign and improve product user onboarding (first-time user experience) to drive activation and early retention. Produces an Onboarding & Activation Pack (aha moment spec, first 30 seconds + first mile plan, onboarding journey map, experiment backlog, measurement plan). Use for Growth teams.
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majiayu000 Bundle Stitch IdeateConversational design ideation agent that researches trends, explores visual directions, and refines ideas through adaptive questioning — then produces a rich PRD document and auto-generates Stitch screens. Your design buddy that thinks deeply before designing.
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Frequently asked questions
What are Product & Planning agent skills?
Product & planning agent skills structure the thinking side of building: specs, PRDs, user stories, roadmaps, and prioritization frameworks. Install one and your AI agent produces planning documents with the same rigor and format every time.
Which Product & Planning skills are most installed?
Popular Product & Planning skills on SkillMD right now include chief-architect, context-mapping, docs-management. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Product & Planning skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.