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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jpvarbed Bundle Goal SpecTurn a rough task into a launch-ready /goal brief — a verifiable spec with context-access, a verification plan, and a binary rubric — so a dispatched agent runs to completion unattended. Use when prepping a task for "/goal", or when the user says "spec this for goal", "write the rubric", "make this verifiable", "prep a dispatch", or any turn whose real job is assembling the spec+rubric for a later /goal launch. NOT for doing the task yourself (just do it) and NOT for scoring a finished skill (use "linting-and-scoring"). Pairs with "adversarial-review" and "grilling" (stress-test the brief); distinct from "writing-plans"/"to-prd", which produce implementation plans, not verifiable dispatch briefs.
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jpvarbed Bundle Adversarial ReviewRun a fast two-persona or deep four-persona adversarial council across live-verified configured seats. Use when asked to “review this plan,” “red-team this spec,” “challenge this decision,” or independently review an ADR, PRD, or diff. Uses ignored per-device profiles and prohibits Gemini and unplanned runtime substitution. NOT for visual UI critique (use visual-critique) or deterministic claim checking (use verify-this).
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tandregbg Skill AnalyticsVault-level content analytics — file creation trends, skill adoption, contact engagement, content distribution, pipeline outcome metrics (insights/tasks/changelog per meeting), and unprocessed backlog detection. Outputs to _analytics/ folder.
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agnik47 Bundle Grill MeActs as a critical stakeholder that challenges assumptions, identifies risks, exposes hidden complexity, and stress-tests product ideas before execution.
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agnik47 Bundle Write A PrdConverts product ideas, customer requests, and feature concepts into structured Product Requirement Documents with user stories, acceptance criteria, edge cases, and implementation considerations.
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mantasimb Bundle To PrdTurn the current conversation context into a PRD and save matching project-native issue files. Use when the user wants to create a PRD from the current context without a discovery interview.
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mantasimb Bundle Prd To PlanTurn a PRD into a multi-phase implementation plan using tracer-bullet vertical slices, saved as a local Markdown file in ./plans/. Use when the user wants to break down a PRD, create an implementation plan, plan phases from a PRD, or mentions "tracer bullets".
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mantasimb Bundle Grill With DocsDiscovery and documentation-mode plan grilling that stress-tests a proposal against repository docs, domain language, code evidence, CONTEXT.md glossaries, and ADRs without modifying application code or tests. Use when the user wants Codex to challenge a plan, sharpen terminology, resolve design decisions one-by-one, update domain context docs as decisions crystallize, or record durable architectural decisions before implementation is explicitly requested.
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mantasimb Bundle Write A PrdCreate a PRD through user interview, codebase exploration, and module design, then submit it as a GitHub issue. Use when a user wants to write a PRD, create a product requirements document, or plan a new feature.
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mantasimb Bundle Prd To IssuesBreak a PRD into independently grabbable GitHub issues using tracer-bullet vertical slices. Use when the user wants to convert a PRD into implementation tickets, create GitHub issues from a PRD, or break down approved product scope into end-to-end work items.
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rengwu Skill Review CodeReview 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 spec/PRD asked for?). Use when the user wants to review a branch, work-in-progress changes, or asks to "review since X".
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relationalai Bundle Rai Prescriptive ResultsRuns optimization solves and interprets the output — solve execution and parameters, diagnostics requests (sensitivity, conflict / IIS), status codes, solution extraction, quality assessment, sensitivity analysis, infeasibility diagnosis, and stakeholder explanation. Use when executing a formulated problem or analyzing anything a solve produced — status, duals, marginals, conflicts, trivial solutions, what-if scenarios. Formulation changes and solver selection go back to rai-prescriptive-problem.
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stackloklabs Skill Agent Skills SpecReference for Agent Skills specification. Use when implementing skill parsing, validation, or discovery.
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escoffier-labs Bundle Forward PlanUse when turning Brigade's native ready set, outcome rank, and ROADMAP.md into a dependency-filed plan artifact under .brigade/work/plans/ - propose GraphTrail-derived edges (blocks from def/use, conflicts-with from write overlap) marked derived and requiring confirmation. Degrade cleanly when GraphTrail is unavailable. Never a subcommand.
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w5711112 Bundle Searching At ScaleUse when a user needs broad or exhaustive current-web research, enumeration of many options or sellers, multi-source price or availability comparison, platform-wide discovery, historical datasets, purchase research, or a source-backed report across any topic.
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yevhens-hue Skill Product Spec GeneratorGenerate comprehensive Product Requirements Documents (PRDs) and Epics using the approved project template. Use when the user wants to write a PRD, draft feature specifications, define user stories, outline acceptance criteria, or analyze feature scope.
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erwinblom Bundle De KansverkennerVerken vóór er één concreet concept is kansen voor nieuwe producten, diensten, proposities en procesinnovaties vanuit een sector, doelgroep, probleem, trend, technologie, verandering of bronnenverzameling. Gebruik deze skill voor opportunity discovery, innovatiescans, white-space-analyse en het vertalen van signalen naar enkele testbare businesskansen. Gebruik hem niet om bestaande pilotresultaten te beoordelen, synthetische klantreacties te maken of een product daadwerkelijk te bouwen; stuur gekozen kansen daarvoor door naar de passende vervolgstap.
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aaronbrethorst Bundle Pr SweepReview and disposition a batch of open GitHub pull requests in one pass: run a rigorous /code-review on each, post the findings as a PR comment, and report a merge recommendation for every PR — then, when the user has explicitly asked for it, execute the dispositions (approve+merge the ready ones, request changes on the rest) with kind-but-firm maintainer feedback. Use this whenever the user wants to work through one or more open PRs as a queue: "go through all the open PRs from @author", "triage the open PR queue", "review these PRs" with a pasted list of numbers/URLs, "review Tarun's PRs and merge the ready ones", "clear out the PR backlog". The skill has two modes: it always reviews and recommends; it only merges/approves/requests-changes autonomously when the user's own words ask for the action (merge, land, ship, close out, "merge the good ones") — otherwise it presents dispositions and asks first. A "is this PR ready to merge?" question with no action requested is a verdict request — answer it (or use a
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anbanai Bundle Topic Research 2Researches WeChat topics (选题研究), scores engagement potential, and generates content outlines (大纲). Use when researching topics, scoring engagement potential, or generating content outlines. Also use when user mentions '选题', '话题研究', '大纲', '选题分析', '话题评分', or when any content pipeline calls for topic discovery, scoring, or outline generation.
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sailingnaturali Skill Signalk ApisUse when reading, streaming, or acting on Signal K server data — as a consumer (webapp, external app) or as a provider (server plugin). Corrects the core misconception that the v2 API supersedes v1 — they have different jobs. v1 is the data-model API (full tree REST, WebSocket delta stream, PUT actuation); v2 is a set of purpose-built domain APIs (course, resources, notifications, history, autopilot, weather) backed by provider plugins. Covers discovery, response envelopes, auth levels, provider registration, and the routing gotchas (admin-gated plugin routes, provider-less v2 routes that 404).
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carlvellotti Bundle Start 2 1 13Module 2.1: Write a PRD. Guides the student through templates, Socratic questioning, multiple PRD drafts, and review.
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haaaiawd Bundle Spec Writer 3将模糊或高层需求转化为严格的产品需求文档(PRD)。适用于需求含糊、范围过大或表达停留在概念层的场景。
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anbanai Skill Seednote Research 2Analyzes Seednote (种草笔记) topics, trending notes (热门笔记), and scores engagement potential (互动率评分). Use when analyzing Seednote topics, scoring engagement, researching trending seednote content, or fetching source note details for replicate mode. Also use when user mentions '种草笔记选题', '热门笔记', '竞品分析', '笔记分析', or when the seednote pipeline calls for topic discovery or source note fetching.
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atrislabs Skill Atris 4Atris workspace navigation for atris repos, TODO files, tasks, MAP.md, backlog, and where-is-X questions. Use when navigating an Atris workspace, finding files via MAP.md, or checking task state.
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atrislabs Skill Youtube 2YouTube discovery and learning. Get watch permalinks with atris youtube search QUERY (free, local ytsearch/yt-dlp). On 429 use printed rows if any; else the CLI retries once, then cached rows if printed, else STOP. Never run --paid after a 429. --paid only when the user explicitly asked to buy permalinks (5 credits). After a URL is picked, atris youtube notes URL (free, ephemeral unless --save). atris youtube process only to store knowledge (5 credits). Never paste tokens. Never /auth/cli. Mint with atris login --agent from a stored login. Never summarize a video from model memory. Triggers on: youtube search, find videos, paid youtube search, any youtube.com or youtu.be link, youtube, video, watch this, notes on this.
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peterbamuhigire Skill Project Requirements 3Use when a guided discovery interview must produce requirements, business rules, user types, and workflows for a new SaaS project; use systems-process-requirements when formal traceability, interfaces, states, and acceptance criteria are the primary need.
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peterbamuhigire Bundle 00 Meta Initialization 3Use when starting a scaffolded research workspace that needs an explicit project profile, methodology, audience-output matrix, wave roadmap, and dispatch gate; do not use for routine work inside an already initialised project.
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bbrysonelite-max Skill Skill Miner 2Mine Brent's past Codex session rollouts and context snapshots to surface recurring routines that should become reusable skills, deduped against what already exists, then SUGGEST the strongest new candidate(s) to Brent for a build decision. A read-only research loop — it proposes, it never auto-builds. Use when Brent says "run skill-miner", "mine my sessions", "what should be a skill", "find new skills", "auto research for skills", or on a monthly cadence via /schedule. Pairs with the BACKLOG.md ledger so each run mainly surfaces NEW routines.
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bbrysonelite-max Bundle Desktop Delivery 2Whenever a document is produced for Brent to READ or REVIEW — a spec, a PRD, a plan, a design doc, a report, an audit — copy it to his Desktop the moment it's ready, without being asked. He reads from the Desktop, not from repo paths. Invoke automatically any time you hand him a document for review; also when he says "put it on my desktop", "where's the doc", or "so I can find it".
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clickpulsecommerce Bundle Prp GeneratorGenerate comprehensive Product Requirement Plans (PRPs) for feature implementation with thorough codebase analysis and external research. Use when the user requests a PRP, PRD, or detailed implementation plan for a new feature. Conducts systematic research, identifies patterns, and creates executable validation gates for one-pass implementation success.
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chillicream Skill Nitro Task PlannerSecond half of nitro-task-orchestrator. Run a planning session that turns feedback, goals, or feature briefs into well-formed nitro agent tasks and hands the work to the orchestrator over nitro agent mail. Use when the user says 'plan the backlog', 'act as planner', 'turn this feedback into tasks', or 'plan tickets for the orchestrator'. Not for implementing or closing tasks.
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chillicream Bundle Nitro Task OrchestratorDrive a nitro agent tasks backlog to completion as the orchestrator; waves of subagents grouped by code area, every task reviewed before it closes. Use when the user says 'orchestrate the backlog', 'run the wave pipeline', or wants many tasks implemented autonomously. Not for single small changes.
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moussaoui-ghiles Bundle List BuilderMETA skill — build the largest possible qualified lead list for any request, end to end. Orchestrates discovery (Prospeo + GetLeads + Blitz + Google Maps + lookalike snowball from /list-expander), AI qualification with live-website verify, uncapped contact pull (GetLeads → Blitz → Prospeo), and provider emails (GetLeads/Blitz/Prospeo) validated with MillionVerifier before sending. Use for any "build me a list", "get me leads for X", "find everyone who...", client list request, or campaign list build. Starts with a 7-line intake brief; outputs to Postgres, Google Sheet, and/or CSV (asks which).
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levalencia Bundle Deliver Prd<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
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levalencia Bundle Discover Stakeholder Summary<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
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hoangnguyen0403 Skill Design Solution 2Turn an approved PRD or implementation goal into SRS/FRS technical requirements (How), architecture, contracts, and verification decisions.
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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 goal-spec, adversarial-review, analytics. 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.