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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plaited Skill Trial RunnerEnd-to-end eval-suite orchestration with the `eval` command: run -> grade -> compare -> calibrate, using strict JSON contracts and schema discovery.
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rezkam Skill To TasksBreak a plan, spec, or PRD into independently-grabbable tasks using tracer-bullet vertical slices. Ask whether tasks should be created in Jira or written locally, propose the changes first, and only create them after user approval.
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leefowlercu Bundle Project Specs ReconciliationCreate or update conventional project PRD and ADR documentation before implementation. Use when Codex needs to reconcile requested behavior, requirements, acceptance criteria, architecture decisions, technical tradeoffs, or implementation constraints into Product Requirements Documents under docs/PRD or a user-provided scoped PRD directory and Architectural Decision Reports under docs/ADR or a user-provided scoped ADR directory. This skill is responsible for project specification documentation and hands off code execution to project-specs-implementation.
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dversoza Bundle Backlog GroomingGroom a project's backlog end-to-end by analyzing every open ticket against the actual codebase and git history, across Jira or Asana. Use when the user asks to groom / triage / clean up / prioritize a backlog, find low-hanging fruit, detect tickets that are already done but still open, assess epics for closure, or propose new tickets. A provider adapter extracts the backlog into a canonical dataset, then provider-neutral analysis cross-references code and merged PRs and produces a prioritized, propose-only grooming report. It NEVER mutates the tracker unless the user explicitly approves a separate execution pass.
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dpaola2 Skill PrdGenerate a structured PRD from a WCP work item brief. Reads the work item body as input, produces a pipeline-ready PRD attached as a WCP artifact.
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dpaola2 Skill GameplanRun pipeline Stage 3 (Gameplan) for a project. Produces the engineering spec from PRD + Discovery Report + APPROVED Architecture.
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dpaola2 Skill DiscoveryRun pipeline Stage 1 (Discovery) for a project. Explores the target codebase to understand current state before designing changes.
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nvidia-nemo-automodel Bundle Nemo Automodel Model OnboardingGuide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.
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webdevtodayjason Bundle Bmad PrdCreate Product Requirements Documents (PRDs), Architecture Documents, Epics, and User Stories using the BMAD (Breakthrough Method for Agile AI Driven Development) methodology. Use when user requests PRDs, architecture docs, epics, stories, or product planning documentation that follows structured agile practices with deep context and detail.
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webdevtodayjason Skill Project PlanningProject planning methodologies including work breakdown structure, task estimation, dependency management, risk assessment, sprint planning, and stakeholder communication. Use when breaking down projects, estimating work, planning sprints, or managing dependencies.
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vince-winkintel Skill Checkly ConfigConfigure Checkly CLI projects with checkly.config.ts including project settings, check defaults, file discovery patterns, runtime configuration, and Playwright integration. Use when setting up new projects, configuring check discovery, setting global defaults, or troubleshooting project structure. Triggers on checkly.config, configuration, project setup, check discovery, defaults.
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sergebulaev Skill Threads Profile OptimizerAudit and rewrite a Threads (Meta) profile end-to-end for 2026: profile photo, name with a searchable keyword, @handle, bio (150 chars, warm and specific), link, pinned post, and the connected-Instagram cross-pull that feeds Threads discovery. Triggers on "review my Threads profile", "fix my Threads bio", "what to pin on Threads", and "profile audit". Turns a default profile into one that converts visitors into followers. Not for writing posts (use threads-post-writer).
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otrebu-agents Bundle PromptingPrompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.
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langadventurellc Bundle DiscoveryUse when asked to "investigate", "analyze", "what would be involved", "scope this work", "research", "discover", "look into", "audit docs", or "research [tool/library]". Self-classifies the discovery type and dispatches to a playbook. Callers must not pass a subtype.
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langadventurellc Skill Investigate Jira IssueInvestigate a Jira issue and turn it into a requirements or discovery document ready for implementation or Trellis issue creation. Use when the user asks to "investigate", "analyze", "look into", "scope", "break down", or "plan work for" a Jira ticket by key (e.g. ACME-1234). The skill fetches the ticket, pulls relevant linked context, then routes automatically to `planning:requirements-creation` (for ambiguous/underspecified tickets) or `planning:discovery` (for well-specified work needing research and analysis).
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stevengonsalvez Skill Ainb Fleet StandupShow fleet status — every claude session running on the host, merged across ainb + claude-peers broker + background jobs. Use when you need to enumerate sessions before composing an action, check the `summary` of each session, or pipe the list into jq for filtering. (Writes go via tmux by default; a `peer_id` is just an extra discovery signal / fallback channel, not a routing requirement.) Default output: text table. Pass --format json for LLM consumption.
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christopheryeo Bundle Daily EmailsUnified Gmail skill with 9 sub-commands: recent (inbox/sent/drafts/starred), starred (priority emails), actioned (sent + starred recap), topic (keyword search), stakeholders (contact monitoring), draft (compose reply-all drafts), respond (safe reply with duplicate-draft and already-replied checks), propose (reply to meeting request by accepting or counter-proposing next available slot, always saved to draft), and format (executive table rendering). Use for any Gmail request: show emails, recent emails, starred emails, what did I send, emails about [topic], stakeholder emails, draft a reply, reply to [person], respond to that email, propose a time, reply with availability, suggest a meeting time, respond with a slot, email digest, check my mail.
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christopheryeo Bundle New ProposalOutline the lightweight process for turning discovery inputs into a first-draft Sentient proposal.
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christopheryeo Bundle Project Pulse BriefCurate stakeholder-ready pulse briefs that summarize project portfolio updates, risks, and next steps.
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pchalasani Skill Socratic QuizUse this when the user wants to deeply understand something through guided questioning. Trigger phrases include: "quiz me", "help me understand", "Socratic", "teach me", "walk me through with questions", "test my understanding", or when the user asks for an explanation and would benefit more from guided discovery than a direct answer.
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cellinlab Bundle YoumindUse this skill when working with YouMind through the official YouMind CLI and API. Trigger it for YouMind boards, notes, crafts, picks, materials, chats, documents, slides, skills, scheduled tasks, board content management, API discovery, schema inspection, or direct YouMind operations from OpenClaw. Especially relevant when the user wants to list or create boards, create notes, add URL materials, inspect board content, create documents or slides, interact with chats, manage YouMind skills, manage scheduled tasks, discover the correct API for a task, or call YouMind APIs safely.
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christophe1997 Skill Gpd ModuleInspect a specific Go module on pkg.go.dev — versions, known vulnerabilities, contained packages, README, licenses, go.mod contents. Use when the user asks to "list versions of module X", "check vulnerabilities in Y", "what packages does Z contain", "show go.mod for W", or invokes /gpd-module.
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christophe1997 Skill Gpd SearchSearch pkg.go.dev for Go packages by free-text query or exported symbol name. Use when the user asks to "search Go packages for X", "find Go libraries for Y", "which packages export symbol Z", or invokes /gpd-search.
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christophe1997 Skill Gpd PackageInspect a specific Go package on pkg.go.dev — metadata, rendered documentation, exported symbols, reverse dependencies, imports, licenses. Use when the user asks to "look up Go package X", "show docs for Y", "list symbols of Z", "who imports W", or invokes /gpd-package.
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christophe1997 Skill Gpd DiscoveryKnowledge for discovering Go packages and modules via pkg.go.dev. This skill should be used when the user asks to "find a Go package for X", "look up Go module Y", "search pkg.go.dev", "what versions of <go module> exist", "are there vulnerabilities in <go module>", "what does <go package> export", "who imports <go package>", or "show docs for Go package Z" — any question about discovering Go packages/modules whose answer lives on pkg.go.dev rather than in local code.
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kimasplund Skill Negotiated Decision FrameworkMulti-stakeholder coordination for decisions involving competing interests, different value systems, or organizational politics. Use when multiple parties must agree, when power dynamics affect decisions, or when consensus is required but perspectives diverge. Unlike DR (resolves conceptual tensions), NDF resolves stakeholder tensions.
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slgoodrich Bundle Prd TemplatesMaster PRD templates including problem statements, success metrics, requirements, user stories, and technical considerations. Use when writing PRDs, documenting features, defining requirements, communicating product decisions, or creating feature specifications. Covers PRD structure, writing best practices, and templates from Amazon, Google, and high-performing PM teams.
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slgoodrich Bundle Team DeliverablesOutput templates and scoring rubrics for multi-agent team workflows. Use when generating final deliverables from agent team debates, formatting validation verdicts, or scoring PRD reviews. Trigger on: 'format the team output', 'validation verdict template', 'PRD review report format', 'competitive synthesis template', 'scoring rubric'.
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slgoodrich Bundle Roadmap FrameworksProduct roadmap frameworks including Now-Next-Later, outcome-based, and timeline formats. Use when creating a product roadmap, presenting strategy to executives or customers, planning quarterly initiatives, or choosing a roadmap format for your audience. Trigger on: 'create a product roadmap', 'what roadmap format should I use', 'plan next quarter', 'roadmap for executives vs engineering', 'now next later template'.
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slgoodrich Bundle Interview FrameworksFrameworks for user interviews, question design, and qualitative research. Use when conducting user interviews, designing interview guides, researching user needs, or gathering qualitative insights. Trigger on: 'create an interview guide', 'how do I interview users', 'customer discovery questions', 'user research plan', 'validate assumptions with interviews'.
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slgoodrich Bundle User Story TemplatesUser story templates with acceptance criteria, story splitting, and INVEST criteria. Use when writing user stories, defining acceptance criteria, splitting large stories, or refining a backlog for sprint planning. Trigger on: 'write user stories for this feature', 'acceptance criteria', 'Given-When-Then', 'split this epic into stories', 'INVEST criteria'.
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slgoodrich Bundle Prioritization MethodsRICE, ICE, MoSCoW, Kano, and Value vs Effort prioritization frameworks. Use when prioritizing features, ranking a backlog, scoping an MVP, or making trade-off decisions. Trigger on: 'prioritize my features', 'RICE scoring', 'what should I build first', 'rank my backlog', 'MVP scoping'.
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reflexioai Skill PrdGenerate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
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reflexioai Skill RalphConvert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.
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ericmjl Bundle Slack CLIUse Slack CLI (`slack`) for app lifecycle and workspace operations including login/logout, create/init, run/deploy, manifest validation, trigger management, app install/uninstall, environment management, and diagnostics. Use when users ask to run or troubleshoot commands like `slack create`, `slack run`, `slack deploy`, `slack trigger`, `slack manifest`, `slack auth`, `slack activity`, `slack datastore`, `slack env`, or request help-first progressive discovery with `slack help` and `slack SUBCOMMAND --help`, plus version/documentation alignment and stale-skill refresh.
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aimskr Bundle Harness하네스, 테스트 주도 팀, TDD 팀, 병렬 개발, 스펙 구현 - Spec/PRD-driven parallel development using Agent Teams. Generates tests first, then orchestrates teammates to make all tests pass. Use when implementing a feature or project from a spec with agent teams. Do NOT use for single-file changes or simple bug fixes.
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 harness, trial-runner, to-tasks. 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.