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 Claude OracleAutomatic tool discovery across 17 sources — hooks search before planning and after errors, siblings avoid redundant searches
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majiayu000 Bundle Audience MapperUse when the user asks to "analyze my target audience", "build an audience profile for influencer targeting", "research a niche community", or "deep-dive a subculture before partnering with creators"; in audience mode produces demographic/psychographic profiles, a platform-priority matrix, named personas, and an influencer-selection criteria set, and in niche mode produces a community map, culture decode (language/norms/taboos), key-voice tiers, a Brand Fit Score, and a phased entry strategy. Not for finding specific creators to contract — use influencer-discovery; not for scoring a shortlist on ACE — use fit-scorer. 目标受众画像/人群分析 · 细分社群/亚文化调研
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majiayu000 Bundle Brand DiscoveryRun upstream brand discovery covering audience research, competitive landscape, category dynamics, problem space, and positioning territory exploration. Use this skill at the very start of a brand or website project when the user needs to understand who they're for, who they compete with, what the audience actually needs, and where the brand could plausibly stand. Triggers on brand discovery, audience research, market research, competitive scan, category research, customer research, who is this for, who are we, positioning research, intake, kickoff. Also triggers when a creative brief is requested but the upstream inputs (audience, competitors, problem space) are not yet clear.
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majiayu000 Bundle Trend DiscoveryDiscover rising category conversations, formats, sounds, questions, and creator patterns across social platforms, then separate durable demand signals from short-lived noise.
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majiayu000 Bundle Video PackagingGenerate or critique video packaging — title + thumbnail-text pairs where each does a different job, tagged by discovery intent (search vs browse). Use when: a video needs its title and thumbnail decided, an existing video underperforms on click-through, a channel audit finds strong content nobody clicks, or packaging needs A/B variants. Triggers on "/video-packaging", "title for this video", "thumbnail text", "why is no one clicking this video", "package this video", "critique this title", "YouTube title ideas".
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majiayu000 Bundle Mux RoadmapMulti-track roadmap orchestration via MUX skill with file-based state management for cross-session continuity. Triggers on keywords: mux roadmap, roadmap, orchestrate roadmap, multi-track
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majiayu000 Bundle Change And AdoptionGets people to actually use what was delivered — stakeholder analysis, communication, training, resistance, and measuring adoption. Use this to plan a rollout, recover an implementation nobody is using, handle resistance to a change, sequence communications, or work out why a technically successful project changed nothing.
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majiayu000 Bundle Etsy Keyword SearchEtsy keyword search scraper: given a search keyword and optional page number, returns paginated product listings with listingId, shopId, title, url, image, salePrice, originalPrice, currency, rating, reviewCount, shopName, isAd, freeShipping, badge from etsy.com search results. Use when user mentions Etsy, etsy.com, Etsy search, search Etsy by keyword, scrape Etsy listings, extract Etsy products, Etsy product search, Etsy marketplace search, find products on Etsy, Etsy handmade search, Etsy vintage search, Etsy craft search, bulk Etsy product export, Etsy price monitoring, Etsy competitor research, Etsy top listings, Etsy bestseller extraction, Etsy sales data, Etsy shop discovery via keyword. Also applies to trend research on handmade or craft niches, competitor keyword ranking on Etsy, sourcing Etsy suppliers by product type, and any paginated bulk product collection driven by a search keyword.
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majiayu000 Bundle Df Add ObjectiveAdd objective to end of current milestone in roadmap. Structural roadmap modification — use only when explicitly requested.
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majiayu000 Bundle Df New MilestoneStart a new milestone cycle — update PROJECT.md and route to requirements. Lifecycle transition that resets requirements and roadmap — needs explicit intent.
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majiayu000 Bundle Assumption MapperExtract and risk-rate hidden assumptions in a product brief or PRD. Use when asked to review a product brief for assumptions, audit a PRD for risks, find hidden assumptions, validate product plans, or run an assumption analysis. Produces a prioritised assumption map with confidence and impact scores, recommended validation methods, and critical assumption flags.
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majiayu000 Bundle Backlog AwarenessCheck project backlog when discussing feature ideas or priorities. Use when user mentions adding features, asks what's planned, discusses priorities, or proposes new functionality. Silently reads backlog.json to show relevant items and suggest /feature-capture for untracked ideas.
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majiayu000 Bundle Bmad Bmm Edit PrdEdit an existing PRD. Use when the user says "edit this PRD".
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majiayu000 Bundle Concert DiscoveryHelp users discover bucket list concerts and live music performances they would love to attend. Use when users ask about concerts, live music, shows, performances they should see, or bucket list musical experiences. Also use when users want recommendations for upcoming concerts based on their music taste.
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majiayu000 Bundle Discovery AnalystConverts messy discovery inputs (interviews, feedback, research, tickets) into structured hypotheses, assumptions, and candidate requirements with full traceability.
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majiayu000 Bundle Discovery SessionStart interactive product discovery with expert guidance
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majiayu000 Bundle Prd V09 Aeo AuditAudit how AI search engines (ChatGPT, Perplexity, Google AI Overviews, Claude) describe and recommend your product, then propose fixes. Triggers on requests to audit AI search visibility, improve AEO/GEO, check ChatGPT/Perplexity coverage, or when user asks "do we show up in AI search?", "AEO audit", "generative engine optimization", "AI discoverability", "how does ChatGPT describe us?", "Perplexity ranking". Outputs GTM-AEO-* entries and a Coverage Matrix.
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majiayu000 Bundle Problem InterviewValidate that the problem you want to solve is real, painful, and worth solving before building anything. Master Cindy Alvarez's structured approach to problem discovery interviews. Use when: **Before solution interviews** to confirm the problem exists; **Early customer discovery** to understand the problem space; **Pivoting** to find new problems worth solving; **Market expansion** to understand problems in new segments; **Feature prioritization** to validate which problems matter most
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majiayu000 Bundle Roadmap NarrativeTransform a prioritised initiative list into a compelling strategic roadmap narrative. Use when asked to write a roadmap narrative, explain the product roadmap to non-technical stakeholders, connect roadmap items to company goals, or produce an exec-shareable roadmap story. Produces a themed narrative with strategic context, quarter progression arc, an executive summary, and a 'what's not on the roadmap' section.
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majiayu000 Bundle User Story WriterWrite well-structured user stories with acceptance criteria and edge cases. Use when asked to write user stories, create tickets from a feature brief, convert a PRD into stories, or write acceptance criteria. Produces ready-to-estimate stories in the standard format with clear acceptance criteria, edge cases, and definition of done.
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majiayu000 Bundle Month ReviewMonthly review and next-month planning for Obsidian monthly planning files and quarterly OKR notes. Analyze one month’s progress, map it into each quarterly objective, and update the objective-first monthly review area plus the month overview block without duplicating month headings. Use when the user asks for “月度复盘”“月总结”“下月计划”“OKR 回顾”“OKR 对齐”“month review” or similar month-level review/planning tasks.
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majiayu000 Bundle Report PhaseFinal reporting and sign-off workflow. Spawns business-analyst for PRD completion verification, project-manager to consolidate results into executive report with metrics and recommendations. Use when finalizing and summarizing workflow results.
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majiayu000 Bundle Verifying HunchesUse when about to claim discovery during debugging. Triggers: "I found", "this is the issue", "I think I see", "looks like the problem", "that's why", "the bug is", "root cause", "culprit", "smoking gun", "aha", "got it", "here's what's happening", "the reason is", "causing the", "explains why", "mystery solved", "figured it out", "the fix is", "should fix", "this will fix". Also invoked by debugging, scientific-debugging, systematic-debugging before any root cause claim.
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majiayu000 Bundle Hunt Source LeakHunt source code and build artifact leakage — JavaScript source maps (.js.map) reconstructing TypeScript/ES6 source, Swagger/OpenAPI JSON endpoint discovery, .env/.git exposure, webpack chunks with hardcoded secrets, robots.txt/security.txt recon, build-info files, asset-manifest.json API route discovery, .DS_Store file listing. Use at the START of every recon session — these findings often unlock the entire attack surface.
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majiayu000 Bundle Smart App LaunchExpert guidance for implementing SMART App Launch (HL7 FHIR specification for OAuth 2.0-based authorization). Use this skill when implementing FHIR app authorization, EHR launch sequences, standalone app launch, backend services authentication, SMART scopes, token handling, or capability discovery. Trigger keywords include "SMART", "SMART on FHIR", "EHR launch", "standalone launch", "FHIR authorization", "FHIR OAuth", "backend services", "system scopes", "patient scopes", "fhirUser", ".well-known/smart-configuration", "PKCE", "client_credentials", "launch context".
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majiayu000 Bundle Af Playwright E2eWrite Playwright E2E tests from Markdown scenario specifications or debug existing E2E tests. Use when creating end-to-end test files, generating tests from mini-PRD scenarios, configuring Playwright, or using Page Object Model patterns.
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majiayu000 Bundle Workflow Tdd PlanTDD planning pipeline with multi-mode routing (plan/verify). Session discovery → context gathering (spawn_agent) → test coverage analysis (spawn_agent) → conditional conflict resolution → TDD task generation (spawn_agent) → structure validation → interactive verification. Produces IMPL_PLAN.md with Red-Green-Refactor cycles, task JSONs, TODO_LIST.md.
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majiayu000 Bundle Af Setup ProcessUse when setting up new AgentFlow projects or installing modules after Discovery. Covers minimal setup (always the same), module installation (driven by Discovery's Tech Stack Agreement), brownfield setup, and project registry.
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majiayu000 Bundle Bulk Github StarStar all repositories from a GitHub user automatically. Use when: (1) Supporting open source creators, (2) Bulk discovery of useful projects, or (3) Automating GitHub engagement.
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majiayu000 Bundle Simstim WorkflowOrchestrate the complete Loa development cycle (PRD → SDD → Sprint → Implementation)
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majiayu000 Bundle Portfolio Code ReviewCode review for Paweł Lipowczan portfolio project (React+Vite+Tailwind SPA). Use when user wants to review code changes, pull requests, commits, or modifications in portfolio project. Verifies architecture compliance, SEO standards, accessibility (WCAG 2.1 AA), performance (Core Web Vitals), blog system (markdown frontmatter, OG images), prerendering setup, and edge cases. References docs/{PRD.md,SRS.md,TODO.md,blog/BLOG_WORKFLOW.md}. Focuses on bugs, edge cases, and conditions causing errors after deployment.
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majiayu000 Bundle Prd V03 Pricing ModelSelect and validate pricing model for PRD v0.3 Commercial Model. Triggers on requests to set pricing, choose monetization model, design pricing tiers, validate willingness to pay, or when user asks "how much should we charge?", "what pricing model?", "freemium vs paid?", "how to structure tiers?", "price point?". Consumes Competitive Landscape (CFD-) and Product Type (BR-) from v0.2. Outputs BR- entries for pricing rules, tier boundaries, and competitive positioning.
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majiayu000 Bundle Prd V07 Test PlanningDefine test cases BEFORE implementation, ensuring every API, business rule, and user journey has verifiable acceptance criteria during PRD v0.7 Build Execution. Triggers on requests to define tests, plan test coverage, create test cases, or when user asks "define tests", "test planning", "what to test?", "test cases", "test coverage", "TEST-", "test-first". Consumes EPIC- (scope), API-, DBT-, BR-, UJ-. Outputs TEST- entries with Given-When-Then format. Feeds v0.7 Implementation Loop.
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majiayu000 Bundle Progressive DiscoveryThis skill should be used when the user asks to "implement info tool", "create discovery tool", "progressive disclosure", "help system", "enumerate MCP capabilities", "info tool pattern", or discusses how users discover what an MCP server can do. Provides the info tool pattern for progressive capability discovery.
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majiayu000 Bundle Prometheus MonitoringSet up Prometheus monitoring for applications with custom metrics, scraping configurations, and service discovery. Use when implementing time-series metrics collection, monitoring applications, or building observability infrastructure.
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majiayu000 Bundle Prompt Section DesignDesign composable prompt sections for building agentic prompts. Use when creating reusable prompt components, designing LEGO-block prompt sections, or structuring prompts for the stakeholder trifecta.
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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 claude-oracle, audience-mapper, trend-discovery. 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.