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 Gsd New Project 3Initialize a new project with deep context gathering and PROJECT.md. Creates project structure, requirements, roadmap, and state.
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majiayu000 Bundle Discovery 13Discovery interview to understand requirements. Use when: - User says "help me figure out", "what do I need", "define requirements" - Scope is unclear or ambiguous - Starting a new feature with vague requirements - User needs help clarifying what they want
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majiayu000 Bundle Plan Implementation 2Break down feature specifications into manageable implementation phases with TDD vertical slices. Creates actionable task lists for immediate development. Use when you have a feature spec and need a concrete implementation roadmap.
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majiayu000 Bundle Prioritize 5Use when ranking a list of requirements, features, or backlog items using RICE / ICE / MoSCoW / Kano. Built-in decision tree picks the right framework based on data availability and decision context. Output is a transparent matrix, 2×2 Impact/Effort quadrant, and a Sprint allocation proposal. User-invoked only — do NOT auto-trigger. Triggers on "/prioritize", "приоритизация", "ранжируй бэклог", "RICE-анализ", "prioritize requirements", "RICE", "ICE", "MoSCoW", "Kano", "rank backlog".
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majiayu000 Bundle Prompting 3Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.
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majiayu000 Bundle Customer Discovery 4Discover all customers of a given company by scanning websites, case studies, review sites, press, social media, job postings, and more. Use when you need competitive intelligence on who a company sells to.
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majiayu000 Bundle Convex Patterns 3Convex database patterns and best practices for RFP Discovery. Use when writing Convex queries, mutations, actions, or schema definitions. Also helpful for real-time subscriptions and auth integration.
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majiayu000 Bundle Convex Patterns 4Convex database patterns and best practices for RFP Discovery. Use when writing Convex queries, mutations, actions, or schema definitions. Also helpful for real-time subscriptions and auth integration.
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majiayu000 Bundle Onboard 12Deterministic onboarding for this repo (read minimal index files first, then bounded discovery).
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majiayu000 Bundle Md2wechat 2Convert Markdown to WeChat Official Account HTML. Use this whenever the user wants WeChat article formatting, article preview, WeChat draft upload, image generation for articles, cover or infographic generation, image-post creation, writer-style drafting, AI trace removal, or current discovery of supported providers, themes, prompts, and layout modules.
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majiayu000 Bundle MCP Management 3Manage MCP servers - discover, analyze, execute tools/prompts/resources. Use for MCP integrations, capability discovery, tool filtering, programmatic execution, or encountering context bloat, server configuration, tool execution errors.
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majiayu000 Bundle Create Plan 14Generate detailed implementation plans for complex tasks. Creates comprehensive strategic plans in Markdown format with objectives, step-by-step implementation tasks using checkbox format, verification criteria, risk assessments, and alternative approaches. All plans MUST be validated using the included validation script. Use when users need thorough analysis and structured planning before implementation, when breaking down complex features into actionable steps, or when they explicitly ask for a plan, roadmap, or strategy. Strictly planning-focused with no code modifications.
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majiayu000 Bundle Prd Taskmaster 2Smart PRD generator with TaskMaster integration. Detects existing PRDs and offers execute/update/replace options. Generates comprehensive technical PRDs optimized for task breakdown, validates with 13 automated checks, and optionally executes tasks autonomously with datetime tracking and rollback support. Use when user requests "PRD", "product requirements", or mentions task-driven development. Defaults to PRD generation with handoff to TaskMaster. Optionally supports autonomous execution with 4 modes.
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majiayu000 Bundle Product 5Create product documentation (JTBD or PRD)
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majiayu000 Bundle Product Manager 9Decomposes large features into concrete development phases with DAG dependencies. Each phase produces fully functional code. Outputs YAML manifest. Triggers on keywords: decompose feature, phase planning, roadmap breakdown, feature phases, PM decomposition, split feature
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majiayu000 Bundle Roadmap Planning 3Build a multi-quarter roadmap from a backlog of ideas, requests, and ongoing initiatives. Use this skill when planning the next quarter, sequencing dependent work, balancing build vs improve vs maintain, or making the case for what NOT to do. Triggers on roadmap, quarterly planning, what should we build next, sequencing, prioritization, OKR planning, capacity planning, what's on the roadmap, plan the year, what to ship next quarter. Also triggers when stakeholders are pulling in different directions and the team needs a defensible plan.
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majiayu000 Bundle Scrum Master 6Act as an experienced Scrum Master to facilitate agile ceremonies, coach teams, remove impediments, and improve delivery. Use when users need help with sprint planning, daily standups, sprint reviews, retrospectives, backlog refinement, velocity tracking, burndown analysis, impediment resolution, stakeholder communication, or any Scrum-related process. Trigger on mentions of sprints, ceremonies, user stories, story points, velocity, retrospectives, standups, sprint goals, Definition of Done, or agile coaching.
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majiayu000 Bundle Write Prd 2Use when a user asks to write a PRD or draft feature requirements. Produces a structured PRD with evidence-driven citations and opens a PR. Not for product specs with behavioral invariants; use write-product-spec. Not for tech specs; use write-tech-spec.
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majiayu000 Bundle Webapp Testing 15Validate web application behavior by running Playwright-driven checks against a local or staging server. Covers page load verification, element discovery, form submission, console error detection, responsive layout checks, and network request auditing. Use when you need to confirm that a frontend works correctly before deployment or after code changes.
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majiayu000 Bundle Sales Engineer 3Senior pre-sales engineer specializing in technical discovery, demo engineering, POC scoping, competitive battlecards, and bridging product capabilities to business outcomes. Wins the technical decision so the deal can close.
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majiayu000 Bundle Dev Swarm UX 2Design user experience including flows, interactions, mockups, and accessibility. Use when user asks to design UX, create mockups, or start Stage 5 after PRD.
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majiayu000 Bundle Exa Search 7Advanced Exa AI search with 5 specialized scripts for neural web search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output. This skill should be used when performing web searches, extracting content from URLs, finding similar pages, or conducting AI-powered research. Provides full access to all Exa API endpoints including /search, /contents, /findSimilar, /answer, and /research/v1.
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majiayu000 Bundle Open Issue 2Analyze a change request, ask clarifying questions, and create a well-structured GitHub issue with acceptance criteria. Use this skill whenever the user wants to create an issue, write a ticket, log a bug, propose a feature request, or capture requirements — even if they say "let's track this" or "add this to the backlog".
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majiayu000 Bundle Brainstorm 24Dual-mode brainstorming pipeline. Auto mode: framework generation → parallel role analysis (spawn_agents_on_csv) → cross-role synthesis. Single role mode: individual role analysis. CSV-driven parallel coordination with NDJSON discovery board.
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majiayu000 Bundle Roadmap 6Synthesize project documentation and codebase into comprehensive roadmap status, gaps analysis, and blockers. Use when assessing project health, identifying blockers, tracking progress, comparing plan vs reality, documenting risks, or planning next milestones. Triggers: "roadmap", "project status", "blockers", "risks", "progress", "next milestone", "gaps", "what's done".
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majiayu000 Bundle Dev Swarm Prd 2Create comprehensive Product Requirements Document (PRD) defining product behavior, functional and non-functional requirements. Use when user asks to create PRD, write requirements, or start Stage 4 after MVP definition.
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majiayu000 Bundle Prd Template 2Create a Product Requirements Document following proven PM template structure. Use when asked to write a PRD, product spec, feature specification, or requirements document for a new feature or product. Produces a complete PRD with problem statement, user stories, functional requirements, technical considerations, and success metrics.
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majiayu000 Bundle Product Owner 6Act as an experienced Product Owner to manage product backlogs, write user stories, define acceptance criteria, prioritize work, and align stakeholders. Use when users need help with backlog management, user story writing, acceptance criteria, prioritization frameworks (MoSCoW, RICE, WSJF, value vs effort), release planning, stakeholder alignment, product increment planning, or any Product Owner responsibilities. Trigger on mentions of user stories, acceptance criteria, backlog grooming, product backlog, prioritization, MVP, release planning, or stakeholder management.
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majiayu000 Bundle Spec Interview 4Conducts structured requirements interviews for spec documents. Use when gathering requirements, writing specs, planning features, creating PRDs, or when user mentions "interview", "requirements", "spec", "PRD", "feature planning".
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majiayu000 Bundle Refresh 3Detect drift in .arkhe/roadmap/ context files and regenerate them from the current codebase state. Scaffolds context directory if missing. Use when user runs /roadmap:refresh, mentions "refresh context", "update context", "init roadmap", "stale context", or "scaffold roadmap".
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majiayu000 Bundle Content Strategy 5Develop a content strategy covering editorial positioning, content pillars, formats, calendar, governance, and topical authority planning. Use this skill whenever the user wants to plan a content program, define content pillars, build an editorial calendar, structure topic clusters, set up content governance, or align content production with broader brand and SEO goals. Triggers on content strategy, content plan, editorial strategy, content pillars, content calendar, editorial calendar, topical authority, topic clusters, content governance, content roadmap, content production. Also triggers when the user is about to start producing content without a strategic plan.
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majiayu000 Bundle Rank Tracker 4Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports or setting alerts — use performance-monitor (report or alert mode). 排名追踪/SERP监控
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majiayu000 Bundle Writing Plans 24Use when you have a spec, PRD, requirements, or feature request that needs an implementation plan before coding.
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majiayu000 Bundle Opportunity Solution Tree 2Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to customer opportunities, possible solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits. Use when the team is unclear what to build next, when multiple opportunities compete, or before writing a PRD for a complex feature space.
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majiayu000 Bundle Ralph Plan 4Generate a structured PRD with user stories from requirements. Creates prd.json and initializes progress tracking for autonomous development with /ralph-execute.
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majiayu000 Bundle Spec Generator 2Specification generator - 6 phase document chain producing product brief, PRD, architecture, and epics. Triggers on "generate spec", "create specification", "spec generator", "workflow:spec".
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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 gsd:new-project, discovery, plan-implementation. 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.