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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seasonedcc Skill Requests From Meetings 4Parse meeting recordings into precise feature-request documents under ./requests-from-meetings. Use when the user invokes /requests-from-meetings, asks to parse a meeting or meeting backlog, asks what was requested or shown in a meeting, or mentions meeting recordings, transcripts, or feature requests from meetings.
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ascend Bundle Ascend Profiling AnomalyAnalyze Huawei Ascend NPU profiling data to discover hidden performance anomalies and produce a detailed model architecture report reverse-engineered from profiling. Trigger on Ascend profiling traces, NPU bottlenecks, device idle gaps, host-device issues, kernel_details.csv / trace_view.json / op_summary / communication.json. Also trigger on "profiling", "step time", "device bubble", "underfeed", "host bound", "device bound", "AICPU", "wait anchor", "kernel gap", "Ascend performance", "model architecture", "layer structure", "forward pass", "model structure". Runs anomaly discovery (bubble detection, wait-anchor, AICPU exposure) alongside model architecture analysis (layer classification, per-layer sub-structure, communication pipeline). Outputs a separate Markdown architecture report alongside anomaly analysis.
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hwj123hwj Bundle Code ReviewReview the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
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jh941213 Skill Autodev Parallel 2Parallel version of the Ralph Loop. Multiple agents process PRD items simultaneously in worktrees. Triggers: "parallel experiments", "autodev parallel", "simultaneous experiments", "worktree experiments", "parallel ralph" Anti-triggers: "sequential experiments", "one at a time"
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wuwu119 Skill Skill 77来自75位产品领袖的91条洞察。有效排列产品路线图优先级,决定下一步做什么。
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wuwu119 Skill Skill 78来自88位产品领袖的124条洞察。如何获得利益相关者的支持和对齐。
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dinhanhthi Skill Cf Later Do 2Work through deferred side-tasks in docs/later/. Triggers: "do the later tasks", "process docs/later", "work through the backlog", "what did we defer", "resolve deferred items", "cf-later-do". Routes to $cf-fix or $cf-plan; removes the file only after verified-done. Slash-only — NOT auto-invoked. Does NOT capture new items (that is capture-later.sh).
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dinhanhthi Skill Cf Later Do 3Work through deferred side-tasks in docs/later/. Triggers: "do the later tasks", "process docs/later", "work through the backlog", "what did we defer", "resolve deferred items", "cf-later-do". Routes to /cf-fix or /cf-plan; removes the file only after verified-done. Slash-only — NOT auto-invoked. Does NOT capture new items (that is capture-later.sh).
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arasz Bundle Task 2Use when the user wants to start, continue, or finish a backlog task — "/task <id>", "start task X", "work on the next task", "finish this task". Runs it end-to-end as a token-tracked unit of work with low/high effort, plan packaging with mandatory integration package, MoE panels for high-effort, and automated task-ID derivation ({repo-alias}-{key}). Delegates planning/review to high-reasoning models and implementation to persona-routed agents. Project specifics from .ai-badger/config.json; source-control and PR behaviour from config-gated extensions.
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wanshuiyin Skill Idea Discovery 2Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.
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wanshuiyin Skill Idea Discovery Robot 2Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
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rysweet Bundle Knowledge Extractor 2Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving complex problems to capture insights. Stores discoveries in memory (via `amplihack memory store-discovery` CLI), suggests PATTERNS.md updates, and recommends new agent creation. Ensures knowledge persists across sessions via Kuzu memory backend.
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navikt Bundle Team Status 2Summarize team status, goal progress and priorities from confirmed work and outcome evidence. Use for weekly updates, period reviews or cross-repository overviews; use `okr` to formulate goals and `triage` to assess individual incoming issues.
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navikt Bundle Create A Skill 2Create, revise, review, or diagnose a portable Agent Skill for OpenCode v1, including native discovery, permissions, and an optional slash-command adapter. Use when a user asks to create or improve a skill, investigate why one does not load, or validate skill behavior.
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navikt Bundle Produktledelse 2Explore product opportunities, user needs, assumptions and initiative risks. Use for discovery planning, user interviews or product-lead reflection; use `okr` for measurable goals and `workshop-design` for a facilitated group session.
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navikt Bundle Workshop Design 2Design a facilitated workshop with an outcome, agenda, participation structure and follow-up. Use for group exploration, alignment, decisions, retrospectives or team health; use `produktledelse` for individual discovery guidance and `okr` for goal formulation.
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navikt Bundle Create A Skill 3Create, revise, review, or diagnose a portable Agent Skill for OpenCode v1, including native discovery, permissions, and an optional slash-command adapter. Use when a user asks to create or improve a skill, investigate why one does not load, or validate skill behavior.
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raja21068 Skill Idea Discovery 2Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.
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raja21068 Skill Experiment Plan 2Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.
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raja21068 Skill Idea Discovery Robot 2Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
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raja21068 Skill Idea Discovery 3Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.
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raja21068 Skill Idea Discovery Robot 3Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
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chorus-aidlc Skill Spec Lite 2Lightweight, Chorus-native local specs for Chorus PM workflows in Pi — a durable local spec `.chorus/specs/<slug>/spec.md` (one per capability/feature) edited in place and NEVER synced (git history is its record), plus one dated folder per change effort `.chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/` holding Chorus-typed docs (prd.md, tech_design.md, …) that ARE mirrored 1:1 into persistent Chorus Documents via `--arg-file`. The fallback when OpenSpec isn't in use; a low-token alternative to the heavier openspec-aware path. Read from proposal / develop / yolo when the spec mode resolves to `lite`.
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chorus-aidlc Skill Spec Lite 3Lightweight, Chorus-native local specs for Chorus PM workflows — a durable local spec `.chorus/specs/<slug>/spec.md` (one per capability/feature) edited in place and NEVER synced (git history is its record), plus one dated folder per change effort `.chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/` holding Chorus-typed docs (prd.md, tech_design.md, …) that ARE mirrored 1:1 into persistent Chorus Documents via `--arg-file`. The fallback when OpenSpec isn't in use; a low-token alternative to the heavier openspec-aware path. Read from proposal / develop / yolo when the spec mode resolves to `lite`.
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chorus-aidlc Skill Spec Lite 4Lightweight, Chorus-native local specs for Chorus PM workflows on OpenClaw — a durable local spec `.chorus/specs/<slug>/spec.md` (one per capability/feature) edited in place and NEVER synced (git history is its record), plus one dated folder per change effort `.chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/` holding Chorus-typed docs (prd.md, tech_design.md, …) that ARE mirrored 1:1 into persistent Chorus Documents via `--arg-file`. The fallback when OpenSpec isn't in use; a low-token alternative to the heavier openspec-aware path. Read from proposal / develop / yolo when the spec mode resolves to `lite`.
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vinayaklatthe Skill Purview Data MapGuidance for the Microsoft Purview Data Map - the foundation that scans and maps data sources across multicloud and on-premises estates to power cataloging and governance. Covers source registration, integration runtimes (managed vs self-hosted), scan rule sets, classifications, collections, and cost control. WHEN: Purview Data Map, scan data sources, register data source, data discovery, integration runtime, map enterprise data, multicloud data scanning, classification scan, collections, glossary.
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vinayaklatthe Skill Purview Data CatalogGuidance for the Microsoft Purview Unified Catalog (data catalog) — business-friendly discovery, governance domains, data products, glossary terms, and data quality on top of the Data Map. Covers governance domains, data products, and curation. WHEN: Purview data catalog, unified catalog, data products, governance domain, business glossary, data quality, data discovery for analysts, curate data assets, data stewardship.
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jh941213 Skill Autodev 2Ralph Loop based autonomous development loop. A Stop Hook intercepts session termination and completes PRD items one by one with automatic commits. Triggers: "autodev", "autonomous development", "run overnight", "ralph loop", "auto development" Anti-triggers: "implement it yourself", "do it once", "manual"
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mike007jd Bundle Gsp Repair Roadmap 2Use when turning game audit findings or known issues into a prioritized repair plan.
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synkraai Skill Aiox Pm 2Activate the AIOX Product Manager agent (Morgan). Use for PRD creation (greenfield and brownfield), epic creation and management, product strategy and vision, feature prioritization (MoSCoW, RICE), roadmap planning, business case development, go/no-go decisions, scope definition, success metrics, and stakeholder communication. Epic/Story Delegat... Trigger when user asks to pm, or says 'activate pm', 'switch to pm', '@pm'.
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synkraai Skill Aiox Po 2Activate the AIOX Product Owner agent (Pax). Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions Trigger when user asks to po, or says 'activate po', 'switch to po', '@po'.
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synkraai Skill Aiox Sm 2Activate the AIOX Scrum Master agent (River). Use for user story creation from PRD, story validation and completeness checking, acceptance criteria definition, story refinement, sprint planning, backlog grooming, retrospectives, daily standup facilitation, and local branch management (create/switch/list/delete local branches, local merges). ... Trigger when user asks to sm, or says 'activate sm', 'switch to sm', '@sm'.
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synkraai Skill Aiox Pm 3Product Manager (Morgan). Use for PRD creation (greenfield and brownfield), epic creation and management, product strategy and vision, feature prioritization (MoSCoW, RICE), roa...
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synkraai Skill Aiox Po 3Product Owner (Pax). Use for backlog management, story refinement, acceptance criteria, sprint planning, and prioritization decisions
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synkraai Skill Aiox Sm 3Scrum Master (River). Use for user story creation from PRD, story validation and completeness checking, acceptance criteria definition, story refinement, sprint planning, backlo...
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synkraai Skill Aiox Analyst 2Activate the AIOX Business Analyst agent (Atlas). Use for market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, industry trends analysis, project discovery (brownfield documentation), and research report creation. NOT for: PRD creation or product strategy → U... Trigger when user asks to analyst, or says 'activate analyst', 'switch to analyst', '@analyst'.
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 requests-from-meetings, ascend-profiling-anomaly, code-review. 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.