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 Domain ExtractorExtract technology-free domain model from codebase. Produces a pure business-language specification that any stakeholder can understand. Use for: understand legacy code, document business logic, domain modeling, business requirements extraction, what does this code do, explain codebase to non-technical stakeholders.
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majiayu000 Bundle Full Repo ReviewComprehensive 3-wave review of all repo source files, producing a prioritized issue backlog.
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majiayu000 Bundle Nw Ddd StrategicStrategic DDD — bounded context discovery, context mapping patterns, subdomain classification, ubiquitous language, and organizational alignment
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majiayu000 Bundle Opencli ExplorerUse when creating a new OpenCLI adapter from scratch, adding support for a new website or platform, exploring a site's API endpoints via browser DevTools, or when a user asks to automatically generate a CLI for a website (e.g. "帮我生成 xxx.com 的 cli"). Covers automated generation, API discovery workflow, authentication strategy selection, TS adapter writing, and testing.
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majiayu000 Bundle Status DashboardDisplay project status and backlog overview. Use when user asks about current status, what's in progress, what to work on next, or wants a summary of the backlog. Read-only skill that formats backlog.json into a clear dashboard view.
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majiayu000 Bundle Web Debug SearchSearch GitHub Issues and Discussions for software errors, version compatibility problems, and exact error-string matches. Use for debugging and discovery only; results are not paper-citation evidence.
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majiayu000 Bundle Azure Resource LookupList, find, and show Azure resources. Answers "list my VMs", "show my storage accounts", "list websites", "find container apps", "what resources do I have", and similar queries for any Azure resource type. USE FOR: list resources, list virtual machines, list VMs, list storage accounts, list websites, list web apps, list container apps, show resources, find resources, what resources do I have, list resources in resource group, list resources in subscription, find resources by tag, find orphaned resources, resource inventory, count resources by type, cross-subscription resource query, Azure Resource Graph, resource discovery, list container registries, list SQL servers, list Key Vaults, show resource groups, list app services, find resources across subscriptions, find unattached disks, tag analysis. DO NOT USE FOR: deploying resources (use azure-deploy), creating or modifying resources, cost optimization (use azure-cost-optimization), writing application code, non-Azure clouds.
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majiayu000 Bundle Ensure Pipelines HostEnsures the tenant has a usable Power Platform Pipelines host environment before any pipeline operation runs. Detects host state via the same resolution order as the Power Apps UI (org-db setting → BAP env metadata → default-custom-host setting); if any existing host (Platform or Custom) is found, uses it. If no host is bound to the source env, provisions a new **Platform Host** (recommended, idempotent) or a **Custom Host** via the BAP env-create API with the `D365_ProjectHost` template, or guides the user through PPAC install / `New custom host` (manual fallbacks). Polls lifecycle operations, verifies the host responds to Pipelines API calls, writes a host-check artifact other ALM skills consume. Use when asked to: "set up pipelines host", "ensure pipelines host", "no pipelines host", "install pipelines", "create pipelines host", "provision platform host", "provision custom host". Also invoked transparently by /power-pages:setup-pipeline when its host discovery step finds nothing.
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majiayu000 Bundle Comparative OncologyCross-species cancer research linking spontaneous canine/feline tumors to human cancer mechanisms and therapeutic targets. Bridges veterinary and human oncology for co-discovery and translational medicine.
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majiayu000 Bundle Using Morpho AdapterHow to use the Morpho adapter for Morpho Blue markets + MetaMorpho vaults (market discovery, positions, collateral ops, rewards, and common gotchas).
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majiayu000 Bundle What Can Cowork DoDiscover what Cowork can do for YOUR specific role and tasks, for mapping your daily work to Cowork capabilities. Use when exploring what Cowork offers, for planning your Cowork adoption, during onboarding and role discovery, when figuring out where to start, or when the user says "what can cowork do", "what is cowork", "show me cowork features", "how can cowork help me", "what should I use cowork for", or "cowork capabilities".
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majiayu000 Bundle A2a Agent CardCreate and configure A2A Agent Cards — the discovery document describing an agent's capabilities, skills, authentication, and endpoint. Use when defining what your agent exposes to other agents.
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majiayu000 Bundle Agent Team KitFramework for self-sustaining AI agent teams with self-service work queues, role ownership, continuous discovery, and proactive operation via heartbeat loops.
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majiayu000 Bundle Ams MCP ServerOperate and troubleshoot the AMS unified MCP server for roadmap learning, GSD project orchestration, task management, ACL, autonomous workflows, memory/RAG, and cryptographic audit verification. Use when user asks to run AMS tools, work with E:/AMS projects, bootstrap roadmap-to-project flows, verify orchestration dependencies, or diagnose MCP runtime issues.
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majiayu000 Bundle Monorepo AuditFile-to-agent mapping and manifest generation for composite monorepo audits. Provides dynamic discovery of all config agents, generates structured audit manifests with priority-ordered spawn instructions, and handles library vs consumer repo exclusions. Use when performing root-level composite audits that scan repository for all config files and coordinate parallel agent execution across 26+ config domains.
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majiayu000 Bundle Contribution ArchitectUse when a contributor wants to move beyond simple bug fixes into architectural improvements, technical debt discovery, design proposals, or module ownership opportunities.
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majiayu000 Bundle Nw Opportunity MappingOpportunity Solution Trees, opportunity scoring, Lean Canvas, JTBD job mapping, and technique selection guide
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majiayu000 Bundle Rootnode Output BlocksTested output format specifications for Claude prompts. Use when the user wants a specific deliverable structure — retrieving, reviewing, customizing, or building output formatting. Trigger on: "give me the Executive Brief format," "show me the output template for," "I need the Decision Matrix structure," "show me available output formats," "build a custom output format for." Provides 10 ready-to-use structures (executive briefs, technical designs, research summaries, implementation plans, decision matrices, competitive analyses, post-mortems, stakeholder updates, strategic memos, process documentation) plus a custom template, with per-section length guidance and format constraints tested against Claude formatting defaults. If unsure which format fits, use rootnode-block-selection first if available. Do NOT use for evaluating existing prompts (use rootnode-prompt-validation if available) or choosing reasoning/identity approaches (use rootnode-block-selection if available).
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majiayu000 Bundle Stakeholder MappingPrioritize stakeholders using two complementary grids. Use when setting engagement strategy and surfacing whose voice needs elevating after stakeholder identification.
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majiayu000 Bundle Af Discovery ProcessUse when exploring new product ideas, gathering project-level context, or creating initial project documentation and roadmaps. Covers 4-question interview framework, tech stack module selection, Linear feature creation, and problem exploration patterns.
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majiayu000 Bundle Design Handoff BriefTransform feature briefs into structured design briefs that give designers the context they need before opening Figma. Use when asked to write a design brief, create a design handoff, brief a designer on a new feature, or translate a PRD into design requirements. Produces a brief with user goal, emotional context, success criteria, constraints, edge cases, and out-of-scope boundaries.
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majiayu000 Bundle Jira Backlog SummaryThis skill should be used when summarizing backlog tickets for sprint planning, when analyzing top tickets from a JIRA project, or when the user needs AI-powered sprint planning recommendations.
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majiayu000 Bundle Roadmap PresentationCreate structured roadmap presentations calibrated to any audience. Use when asked to build a product roadmap, present roadmap to leadership, create a roadmap slide, or communicate quarterly plans to execs, teams, or customers. Produces an audience-calibrated Now/Next/Later roadmap with strategic context, initiative tables, success metrics, and explicit deprioritisation rationale.
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majiayu000 Bundle Spec Driven IdeationTransform business ideas into structured requirements through guided discovery with structural anti-skip enforcement (Execute-Verify-Gate pattern). Applies per-phase reference loading, checkpoint persistence, and artifact verification to every step of the 7-phase ideation process. Prevents token optimization bias through lean orchestration. Use when users say "I have a business idea", "help me define requirements", "let's explore what to build", or runs /ideate. Do NOT use when user wants to brainstorm a vague problem (use spec-driven-brainstorming) or wants a business plan directly (use planning-business).
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majiayu000 Bundle Task GenerationGenerate user-story-organized task lists from implementation plans. Use when plan exists and user is ready for implementation, mentions "create tasks", "break down work", or asks "what tasks are needed" to implement the feature.
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majiayu000 Bundle Af Writing ScenariosWrite BDD Markdown scenario specifications with Preconditions, Steps, and Expected outcomes. Use when creating scenarios for a mini-PRD, classifying test types (E2E, Integration, Component, Unit), or structuring acceptance criteria.
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majiayu000 Bundle Spec Context LoadingLoads project context, lists existing specs and changes, searches capabilities and requirements. Use when user asks about project state, existing specs, active changes, available capabilities, or needs context discovery. Triggers include "what specs exist", "show changes", "list capabilities", "project context", "find specs", "what's in the spec", "show me specs".
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majiayu000 Bundle Workflow Create PrdThis skill should be used when creating a Product Requirements Document (PRD) based on user input. It guides through clarifying questions, explores approaches, and produces a structured PRD suitable for junior developers to implement.
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majiayu000 Bundle Multi Omics IntegrationIntegrate multiple ENCODE data types (RNA-seq, ATAC-seq, Histone ChIP-seq, TF ChIP-seq) for a tissue/cell type to build a comprehensive regulatory landscape. Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?" by layering expression, chromatin accessibility, histone marks, and TF binding data. Follows the Mawla et al. 2023 framework for cross-assay integration of islet cell type-specific data. Handles chromatin state annotation (ChromHMM), enhancer-gene linkage, TF motif enrichment, and cell type-specific regulatory element identification. Use for ANY multi-omic analysis, enhancer discovery, regulatory network construction, or epigenomic characterization using ENCODE data.
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majiayu000 Bundle Tool Market ResearchWeb Toolbox 市场调研与用户痛点挖掘。通过搜索 Reddit、Hacker News、TikTok、Product Hunt、 Google Trends 等平台,发现高流量在线工具机会、用户吐槽的痛点、竞品流量数据,生成可落地的 新工具建议报告。使用此 skill 当用户提到:(1) 调研新工具机会 (2) 挖掘用户痛点 (3) 分析 竞品流量 (4) 更新工具箱 ROADMAP (5) "做一次市场调研" (6) "今天有什么新发现" (7) /research 或 /调研
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majiayu000 Bundle Tiktok Influencer FinderFind TikTok influencers using Apify's Influencer Discovery Agent. Use when the user wants to discover TikTok creators or influencers in any niche.
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majiayu000 Bundle Faion Idea DiscoveryStartup idea generation and business niche research. Brainstorm ideas, research pain points, evaluate niches, validate problems. Use when starting new projects, exploring opportunities, or validating business ideas.
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majiayu000 Bundle Configuring Acquisition SystemGuides users through configuring data acquisition systems on local machines using MCP tools for hardware discovery and direct YAML file editing for system parameters. Covers working directory setup, hardware discovery, system configuration, and credential management. Use when setting up a new acquisition PC, reconfiguring hardware, or troubleshooting system configuration issues.
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majiayu000 Bundle Backlog Refinement GuideЭксперт backlog refinement. Используй для grooming sessions, story estimation и prioritization.
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majiayu000 Bundle Brand Values DevelopmentProvides brand values frameworks, differentiation tests, discovery questions, and behavior mapping templates. Auto-activates during values definition, core values curation, and values testing. Use when discussing brand values, core values, Lencioni's four categories, opposite test, antivalue, fire someone test, operationalizing values, Brene Brown values process, values discovery, or permission-to-play values.
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majiayu000 Bundle Code Standards DetectiveDeep codebase analysis to discover actual coding standards through statistical evidence. Use when analyzing naming conventions, import patterns, or detecting anti-patterns in existing code. Provides evidence-based detection of how the codebase actually works (not aspirations).
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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 domain-extractor, full-repo-review, nw-ddd-strategic. 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.