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 Prometheus 3Prometheus monitoring and alerting for cloud-native observability. Use when implementing metrics collection, PromQL queries, alerting rules, or service discovery. Triggers: prometheus, promql, metrics
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majiayu000 Bundle Ralph Init 2Initialize a PRD (Product Requirements Document) for structured ralph-loop execution
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majiayu000 Bundle Pm Planner 2Use when creating, editing, or breaking down backlog tasks. Invoked for task management, feature decomposition, writing acceptance criteria, and ensuring tasks follow atomic, testable, independent guidelines.
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majiayu000 Bundle Task GeneratorGenerate structured task lists from specs or requirements. IMPORTANT: After completing ANY spec via ExitSpecMode, ALWAYS ask the user: "Would you like me to generate a task list for this spec?" Use when user confirms or explicitly requests task generation from a plan/spec/PRD.
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majiayu000 Bundle Explore 4Parallel codebase search with Warp-Grep MCP. Use for codebase discovery, understanding how things work, data flow analysis, or when the user asks "how does X work" about the codebase.
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majiayu000 Bundle Roadmap 3View and update the development roadmap. Use at the start of each session to understand current progress and next priorities.
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majiayu000 Bundle Zai CLIZ.AI CLI providing: - Vision: image/video analysis, OCR, UI-to-code, error diagnosis (GLM-4.6V) - Search: real-time web search with domain/recency filtering - Reader: web page to markdown extraction - Repo: GitHub code search and reading via ZRead - Tools: MCP tool discovery and raw calls - Code: TypeScript tool chaining Use for visual content analysis, web search, page reading, or GitHub exploration. Requires Z_AI_API_KEY.
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majiayu000 Bundle Kai Start 2First-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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majiayu000 Bundle New Feature 2新功能開發流程。當用戶提到「新功能」「新增」「開發」「實作」「建立」等關鍵字時自動使用。執行 PRD → BDD → TDD → Code → Review 流程。
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majiayu000 Bundle Spec Writer 2Generate structured software specifications for features, bug fixes, and products. Use when the user wants to create a spec, PRD, feature brief, requirements document, or when starting any new implementation that needs a specification first. Invoke via /spec-writer or when the user says "write a spec", "spec this out", "create a spec", "I need a spec for...", or describes a feature they want to build. Produces adaptive-complexity specs with Job Stories, Gherkin acceptance criteria, and three-tier boundaries. Output is a markdown file ready for agent execution or human review.
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majiayu000 Bundle UX Research 2Plan and execute user research including research planning, recruiting, interview design, qualitative synthesis, and translating findings into product decisions. Use this skill whenever the user wants to plan user research, design interviews, recruit participants, conduct discovery, run formative research, or synthesize qualitative findings. Triggers on user research, UX research, user interviews, discovery research, generative research, formative research, qualitative research, user insights, research synthesis, recruitment, interview guide, jobs to be done. Also triggers when product decisions are being made without user input and the user wants to fix that.
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majiayu000 Bundle Create Prd 2Generate comprehensive Product Requirements Documents for web and mobile apps using lean startup methodology. Perfect for solo entrepreneurs and new product concepts. Creates hypothesis-driven PRDs with MVP focus, user stories, and technical specifications. Exports to multiple formats including Markdown, HTML, and DOCX. Use when planning new products, defining MVPs, or documenting product vision for AI coding assistants.
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majiayu000 Bundle Ghm Gate Check 2Validates gate criteria before PRD lifecycle advancement by delegating to the readiness scoring pipeline (scripts/readiness.py). Returns a graduated PASS / WARN / BLOCK verdict with top blockers and their causal chain. Triggers before advancing from v0.X to v0.Y or explicit `/ghm-gate-check`.
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majiayu000 Bundle Roi Calculator 2Use when the user asks to "calculate influencer ROI", "prove campaign value", or "what was our ROAS"; produces direct ROI/ROAS, earned media value, attribution-modeled revenue, LTV-based ROI, and a stakeholder-ready summary. Not for building the full slide/written report — use report-generator.
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majiayu000 Bundle Plan Review 2Reviews and adjusts PRD plans based on research findings. Use after completing research to evaluate story modifications. Triggers on: review plan, adjust stories, update prd based on research.
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majiayu000 Bundle Create Tasks 2Creates well-formed tasks following a template that engineers can implement. Use when creating tasks, defining work items, creating tasks from PRD, breaking down features, or converting requirements into actionable tasks.
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majiayu000 Bundle Git Workflow 4Git branch management, commits, pull requests, and IJACK Roadmap project board integration. Use when creating feature branches, committing code, creating pull requests, managing git workflows, or adding issues to the IJACK Roadmap project board.
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majiayu000 Bundle AWS Agentic AI 2AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, or Evaluations. Covers agent deployment, MCP tool integration, credential management, agent discovery, governance workflows, and automated quality assessment. Essential when user mentions AgentCore, agent runtime, agent registry, agent evaluation, MCP gateway, deploy agent, register MCP server, discover agents, evaluate agent quality, agent credentials, or wants to build, deploy, catalog, or monitor AI agents on AWS.
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majiayu000 Bundle Faion Sdd 2SDD orchestrator: Specification-Driven Development workflow. Specifications, design docs, implementation plans, constitutions, task lifecycle (backlog→done), quality gates, reflexion learning, pattern/mistake memory.
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majiayu000 Bundle Setup MCP 2Find, install, and configure an MCP server for a specific service. Handles discovery, installation, and verification.
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majiayu000 Bundle Weekly Planning 2Use when transitioning from retro to weekly plan, prioritizing backlog, choosing outcomes for the week, or when user says "план на неделю", "планирование", "W13 plan", "outcomes", "приоритизация". Runs after weekly-retro skill.
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majiayu000 Bundle Create Tasks 3Creates well-formed tasks following a template that engineers can implement. Use when creating tasks, defining work items, creating tasks from PRD, breaking down features, or converting requirements into actionable tasks.
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majiayu000 Bundle Prd Generator 2Transform product requirements, ideas, or concepts into professional development resources. Use when users request help with product planning, PRD creation, work breakdown, or converting ideas into structured development plans. Triggers include phrases like "create a PRD", "break down this feature", "plan this product", "write requirements", "work breakdown structure", or providing product ideas that need to be formalized into development artifacts.
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majiayu000 Bundle Product Owner 2Max - Senior Product Owner with 10+ years agile experience. Use when defining product vision, creating/prioritizing backlog, writing user stories with acceptance criteria, making scope decisions, validating features against business goals, or planning releases and sprints. Also responds to 'Max' or /max command.
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majiayu000 Bundle Specification 2Generate comprehensive specification documents (PRD/Spec). Use when asked to "write spec", "create PRD", "document requirements", "user stories", "acceptance criteria", "產生規格", "寫需求文件", "specifications", or transforming brainstorm results into formal structured requirements for features.
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majiayu000 Bundle Pipeline 3Manage the content pipeline and idea backlog. Use when checking pipeline status, evaluating pillar distribution, reviewing idea statuses, or planning content calendar. Includes idea template, pillar definitions, and frontmatter schemas.
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majiayu000 Bundle Skill Builder 3Create and validate Agent Skills with proper structure and effective descriptions. Use when building custom skills, testing skill discovery, or designing new skill workflows.
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majiayu000 Bundle User Research 2Design and conduct user research to understand needs, behaviors, and experiences. Use when user wants "journey mapping", "user interviews", "survey design", "usability testing", "user research", "customer discovery", "card sorting", "information architecture", "accessibility audit", "design critique", "prototype testing", "requirements gathering", "discovery phase", "validation phase", "research planning", or needs to understand users deeply.
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majiayu000 Bundle Issue Triage 2Triage and categorize GitHub issues with priority labels. Use when user says "triage issues", "check issues", "review open issues", or during regular maintenance of GitHub issue backlog.
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majiayu000 Bundle Sdlc Develop 2Orchestrates 6-phase SDLC pipeline (discovery, requirements, architecture, workstreams, implementation, summary) for guided feature development. Use when user runs /core:develop command, requests spec-driven development, wants to create implementation plans with architecture decisions, or mentions "SDLC", "spec-driven", "plan feature", "development pipeline". Supports plan persistence, wave-based resume, autonomous mode, and architecture/implementation verification.
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majiayu000 Bundle Ctx 3Load PRD, FRD, Tech Spec, or RFC into context
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majiayu000 Bundle MCP Client 2Universal MCP client for connecting to any MCP server. Bundle scripts/mcp-client.py with your skill to enable dynamic tool discovery and execution without context bloat. Use when creating skills that need MCP server access.
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majiayu000 Bundle Akka Net Management 2Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes.
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majiayu000 Bundle Client Discovery 2Run a consulting client discovery session — uncover the real problem, scope, and decision process. Use when asked to prepare for a client discovery call, qualify a consulting lead, scope an engagement, or run a kickoff. Produces a discovery plan — the questions that surface the real problem (not the stated one), budget/authority/timeline qualifiers, success criteria, red flags, and a follow-up that leads to a proposal.
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majiayu000 Bundle Spec Interview 2Interviews users to build comprehensive project specifications. Use when starting a new project, feature, or when user needs help defining requirements through guided discovery.
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majiayu000 Bundle Task Breakdown 2Convert technical designs into actionable, sequenced implementation tasks. Create clear coding tasks that enable incremental progress, respect dependencies, and provide a roadmap for systematic feature development.
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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 prometheus, ralph-init, pm-planner. 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.