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 Implementation Verification 2Validate implementation against specifications (PRD/SDD/PLAN). Use when verifying specification compliance, checking interface contracts, validating architecture decisions, detecting deviations, or ensuring implementations match documented requirements. Provides structured compliance reporting.
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majiayu000 Bundle Project Conventions 6Guides discovery and application of project-specific conventions including code patterns, naming, structure, and team practices. Use when exploring a codebase or implementing features to match existing patterns.
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majiayu000 Bundle Serp Analysis 5Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果
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majiayu000 Bundle Trend Spotter 2Use when the user asks to "find trending topics", "what trends should my brand jump on", or "time a campaign around a cultural moment"; produces a ranked trend report with brand-fit scores, format calls (rising/peak/declining), a cultural calendar, and go/skip recommendations. Not for finding the creators to run those trends — use influencer-discovery.
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majiayu000 Bundle Interview Me 3Conduct an adaptive interactive interview on any topic and produce a structured markdown report, summary, or implementation plan. Use when the user says "interview me", "interview me about", "run an interview on", "help me think through", or wants guided discovery on any subject. Also triggers on "talk me through", "explore X with me", "help me plan Y", or "walk me through my thinking on Z" when the user wants a guided conversation rather than a direct answer. Applies broadly — career decisions, project ideas, product direction, personal goals, research questions, team problems — not just technical topics.
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majiayu000 Bundle Spec Driven Brainstorming 2Interactive question-driven discovery skill that transforms vague business problems into structured AI-consumable documents. Applies structural anti-skip enforcement (Execute-Verify-Gate pattern) to every step of the 8-phase brainstorming process. Prevents token optimization bias through lean orchestration, per-phase reference loading, and artifact verification. Use when user says "brainstorm", wants to explore a vague business problem, needs stakeholder analysis, or runs /brainstorm. Do NOT use when user has structured requirements (use spec-driven-ideation) or wants a business plan directly (use planning-business).
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majiayu000 Bundle Project Management 6PMO project management skill for planning and tracking delivery across teams. Use for tasks like creating project charters, WBS, timelines, RAID logs, RACI, sprint plans, status reports, risk management, stakeholder communication, and release coordination with clear milestones and acceptance criteria.
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majiayu000 Bundle Workflow Execute 3Autonomous workflow execution pipeline with CSV wave engine. Session discovery → plan validation → IMPL-*.json → CSV conversion → wave execution via spawn_agents_on_csv → results sync. Task JSONs remain the rich data source; CSV is brief + execution state.
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majiayu000 Bundle Feature Marker 4End-to-end feature development orchestrator. Generates PRD, TechSpec, and Tasks, then executes a 4-phase workflow: Plan → Implement → Test → PR. Supports checkpoint/resume, context-aware entry, and auto-detects GitHub, Azure DevOps, or GitLab for PR creation. Platform-agnostic: iOS/Swift, Node.js/TypeScript, Rust, Python, Go. ALWAYS use this skill when the user says "implement this feature", "build feature X", "start a new feature", "create a PRD", "generate tech spec", "break down tasks", "feature workflow", "plan this feature", "implement from spec", "run the full workflow", "resume feature", "continue where I left off", asks to go from requirements to implementation, wants to automate feature development end-to-end, mentions PRD-to-PR pipelines, or says "/feature-marker". Also trigger when the user mentions "spec-driven mode", "checkpoint", or asks to generate tasks from a PRD or tech spec.
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majiayu000 Bundle Pm Discovery 2Product discovery frameworks for PMs - customer interviews, assumption mapping, JTBD, RICE prioritization, and opportunity solution trees. Transforms research into product decisions.
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majiayu000 Bundle Backlog Workflow 2Project-agnostic workflow guidance for Backlog.md MCP task management. Covers search-first protocol, scope assessment, task creation standards, lifecycle management, and cross-session coordination.
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majiayu000 Bundle Research Pipeline 3Full research pipeline: Workflow 1 (idea discovery) → Workflow 1.5 (experiment bridge) → Workflow 2 (auto review loop) → Workflow 3 (paper writing, optional). Goes from a broad research direction all the way to a polished PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.
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majiayu000 Bundle Customer Feedback Analyzer 2Analyzes customer feedback from surveys, reviews, support tickets, and interviews to identify themes, prioritize improvements, and quantify sentiment. Use when processing NPS results, analyzing churn reasons, reviewing product feedback, understanding support ticket patterns, or building a product or service improvement roadmap.
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majiayu000 Bundle Serp Analysis 6Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果
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majiayu000 Bundle Serp Analysis 7Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果
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majiayu000 Bundle Trend Spotter 3Use when the user asks to "find trending topics", "what trends should my brand jump on", or "time a campaign around a cultural moment"; produces a ranked trend report with brand-fit scores, format calls (rising/peak/declining), a cultural calendar, and go/skip recommendations. Not for finding the creators to run those trends — use influencer-discovery; not for building the brand posting calendar from a go verdict — use social-calendar-builder.
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majiayu000 Bundle Penetration Testing 4Perform basic penetration testing and security assessments. Use reconnaissance, vulnerability discovery, and exploitation techniques. Use when validating security controls or assessing system security.
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majiayu000 Bundle Research Pipeline 4Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end research\", or wants the complete autonomous research lifecycle.
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majiayu000 Bundle Documentation Criteria 3Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.
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majiayu000 Bundle Team Roadmap Dev 2Roadmap-driven development with phased execution pipeline. Coordinator discusses roadmap with user, then executes plan->execute->verify cycles per phase using CSV wave execution.
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majiayu000 Bundle Content Gap Analysis 5Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划
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majiayu000 Bundle Decide 7Personal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured analysis. Use for investments, purchases, career, life decisions. Surfaces hidden factors, tracks eliminations with reasons, confident recommendations. Triggers: help me decide, should I, which should I choose, compare options, what should I do, weighing options.
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majiayu000 Bundle Team Quality Assurance 2Full closed-loop QA combining issue discovery and software testing. Scout -> Strategist -> Generator -> Executor -> Analyst with multi-perspective scanning, progressive test layers, GC loops, and quality scoring. Supports discovery, testing, and full QA modes.
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majiayu000 Bundle Landing Optimizer 2Use when the user asks to "optimize our landing page for influencer traffic", "fix our promo-code landing page", or "improve conversion from a creator campaign"; produces a message-match audit, page-structure and social-proof recommendations, a promo-code/CTA conversion plan, and an A/B test roadmap. Not for measuring campaign results after launch — use performance-analyzer.
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majiayu000 Bundle Trend Discovery 2Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.
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majiayu000 Bundle Product Discovery 5Use this skill when applying Jobs-to-be-Done, building opportunity solution trees, mapping assumptions, or validating product ideas. Triggers on product discovery, JTBD, jobs-to-be-done, opportunity solution trees, assumption mapping, experiment design, prototype testing, and any task requiring product discovery methodology.
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majiayu000 Bundle Curator 2Full curator pipeline for autonomous learning from quality repositories. Executes: discovery → scoring → ranking → ingest → learn → inject. Use for: populating procedural memory with domain patterns, first-time domain learning, comprehensive knowledge building. Triggers: /curator full, 'learn patterns from repos', 'build knowledge base'.
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majiayu000 Bundle Competitor Tracker 3Use when the user asks to "track competitor influencer marketing", "see who my rivals partner with", or "benchmark my influencer program"; produces a competitor partnership roster, campaign and content-strategy breakdown, performance estimates, and a gap/opportunity list. Not for finding your own new creators — use influencer-discovery.
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majiayu000 Bundle Keyword Research 14Use this skill when performing keyword research, search intent analysis, keyword clustering, SERP analysis, competitor keyword gaps, long-tail keyword discovery, or evaluating keywords for snippet opportunity, AI Overview presence, and tri-surface keyword reports. Covers organic (SEO), answer engine (AEO snippets/PAA), and AI citation (GEO AI Overviews/ChatGPT Search/Perplexity) surfaces.
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majiayu000 Bundle Implementation Planning 6Break down specifications into executable implementation plans with TDD integration. Use when asked to "create plan", "break down tasks", "implementation roadmap", "規劃實作", "拆解任務", "執行計畫", or need step-by-step implementation guidance with test strategies and impact analysis.
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majiayu000 Bundle Project Execution 2Use this skill when planning, executing, or recovering software projects with a focus on risk management, dependency tracking, and stakeholder communication. Triggers on project planning, risk assessment, dependency mapping, status reporting, milestone tracking, stakeholder updates, escalation decisions, timeline estimation, resource allocation, and project recovery. Covers RAID logs, critical path analysis, and communication cadences.
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majiayu000 Bundle Landing Optimizer 3Use when the user asks to "optimize our landing page for influencer traffic", "fix our promo-code landing page", or "improve conversion from a creator campaign"; produces a message-match audit, page-structure and social-proof recommendations, a promo-code/CTA conversion plan, and an A/B test roadmap. Not for measuring campaign results after launch — use performance-analyzer.
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majiayu000 Bundle Sales Playbook 2Create comprehensive sales playbooks with discovery frameworks, objection handling, competitive positioning, demo scripts, and closing techniques for B2B sales teams.
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majiayu000 Bundle Competitor Tracker 4Use when the user asks to "track competitor influencer marketing", "see who my rivals partner with", or "benchmark my influencer program"; produces a competitor partnership roster, campaign and content-strategy breakdown, performance estimates, and a gap/opportunity list. Not for finding your own new creators — use influencer-discovery.
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majiayu000 Bundle Influencer Discovery 2Use when the user asks to "find influencers", "build an influencer list", or "discover creators in [niche]"; produces a multi-platform candidate pool, per-influencer profiles with audience and engagement metrics, authenticity red-flag screening, and a tiered shortlist with fit scores. Not for scoring or ranking a known shortlist — use fit-scorer.
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majiayu000 Bundle Keyword Research 15Research keyword expansion, intent, and gaps. Use when: mapping search intent, finding content gaps, or long-tail discovery.
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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 implementation-verification, project-conventions, serp-analysis. 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.