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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vikast908 Bundle Escaping Build TrapHelp the user move from shipping features (outputs) to creating value (outcomes) with a product-led approach. Ground every recommendation in named principles from Escaping the Build Trap by Melissa Perri (cite concept + section only if present in references/book-passages.md). Use when the user runs /build-trap or /escaping-build-trap, or discusses: build trap, outcomes, roadmap, feature factory, Perri, product-led.
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vikast908 Bundle Continuous DiscoveryHelp the user establish continuous discovery: weekly customer touch, opportunity framing, assumptions tested, not solutions assumed. Ground every recommendation in named principles from Continuous Discovery Habits by Teresa Torres (cite concept + section only if present in references/book-passages.md). Use when the user runs /continuous-discovery, or discusses: discovery, OST, customer interviews, Torres, continuous discovery, opportunities.
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vikast908 Bundle Inspired Product OrgHelp the user run empowered product work: discovery before delivery, product collaboration, and the four critical questions. Ground every recommendation in named principles from INSPIRED by Marty Cagan (cite concept + section only if present in references/book-passages.md). Use when the user runs /inspired or /inspired-product-org, or discusses: product discovery, delivery, product trio, Cagan, Inspired, product manager role, feature requests.
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vikast908 Bundle Measure What MattersHelp the user set OKRs that focus, align, track, and stretch, without turning them into task lists. Ground every recommendation in named principles from Measure What Matters by John Doerr (cite concept + section only if present in references/book-passages.md). Use when the user runs /okrs or /measure-what-matters, or discusses: OKR, objectives, key results, quarterly goals, Doerr, alignment.
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vikast908 Bundle Good Strategy Bad StrategyHelp the user diagnose the real challenge and produce a strategy kernel (diagnosis -> guiding policy -> coherent actions). Ground every recommendation in named principles from Good Strategy / Bad Strategy by Richard Rumelt (cite concept + section only if present in references/book-passages.md). Use when the user runs /good-strategy or /good-strategy-bad-strategy, or discusses: strategy, planning, priorities, roadmap fights, Rumelt, kernel, diagnosis, guiding policy.
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xiwan Bundle JikeInteract with Jike (即刻) social network — QR login, feed reading, posting, commenting, searching, and user profile lookup. Use when Claude needs to: (1) Log into Jike via QR code scan, (2) Read following/discovery feeds, (3) Create, read, or delete posts, (4) Add or remove comments, (5) Search content or users, (6) Check notifications. Triggers on: "jike", "即刻", "刷即刻", "发即刻", "jike feed", "jike post".
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zamesin Bundle Nmt Craft Go To MarketWrite the go-to-market communication for a chosen segment using Ivan Zamesin's AJTBD / Next Move Theory methodology. Input — a $nmt-craft-value-proposition result (best), a $nmt-product-requirements PRD, a $nmt-market-research result, or a manual segment+Jobs description. Output — ready-to-publish landing-page copy, ad/creative copy built on the seven Job-language formulas, and a GTM/growth plan (channel hypotheses, lead magnets, viral loops, cross- sell/upsell/retention). Everything speaks through the Big Job, in concrete success criteria not adjectives, with features as proof. Use when the user wants landing copy, ad copy, creatives, channel hypotheses, or a launch plan — "write the landing / the copy / the go-to-market". Two modes — Quick (default) and Deep. Defaults to English.
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zamesin Bundle Nmt Craft Go To Market 2Write the go-to-market communication for a chosen segment using Ivan Zamesin's AJTBD / Next Move Theory methodology. Input — a /nmt-craft-value-proposition result (best), a /nmt-product-requirements PRD, a /nmt-market-research result, or a manual segment+Jobs description. Output — ready-to-publish landing-page copy, ad/creative copy built on the seven Job-language formulas, and a GTM/growth plan — channel hypotheses, lead magnets, viral loops, cross-sell / upsell / retention messaging. Everything is communicated through the Big Job (motivation), in concrete success criteria not adjectives, with features as proof not message. Use when the user wants landing copy, ad copy, creatives, channel hypotheses, or a launch plan — "write the landing / the copy / the go-to-market". Two modes — Quick (default, no internet) and Deep (subagents + web for real review language). Plain language; defaults to English.
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zamesin Bundle Nmt Product RequirementsTurn a chosen segment + Core Jobs into a build-ready PRD (full functionality + edge cases) using Ivan Zamesin's AJTBD / Next Move Theory methodology. Consumes upstream work — segments from $nmt-market-research, value from $nmt-craft-value- proposition — and never re-derives them; with no research it routes you upstream first, or takes a manually described segment+value for a fast run. First runs a "challenge the build" gate that looks for a more effective way to hit the same goal. Output — one PRD mapping Core Job to Big Job to value mechanic to success criteria to Aha Moment on the Critical Chain of Jobs, plus edge cases. Use when the user says "write the PRD / product requirements" or wants to turn a segment+value or feature idea into a build spec. Two modes — Quick (default) and Deep. Defaults to English.
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zamesin Bundle Nmt Product Requirements 2Turn a chosen segment + Core Jobs into a build-ready PRD (full functionality + edge cases) using Ivan Zamesin's AJTBD / Next Move Theory methodology. Consumes upstream work (segments from /nmt-market-research, value from /nmt-craft-value-proposition) without re-deriving it; with no research done it routes you upstream first, or takes a manually described segment + value. Before writing requirements it runs a "challenge the build" gate that looks for a more effective way to hit the same business goal; if a better way wins, the PRD is written for that. Output — a single PRD — functionality mapped Core Job → Big Job → value mechanic → success criteria → Aha Moment on the Critical Chain of Jobs, plus edge cases covering ~90% of use cases. Use when the user says "write the PRD / product requirements" or wants a build spec from a segment+value or feature idea. Two modes — Quick (default, no internet) and Deep (subagents + web parity check). Plain language; defaults to English.
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zamesin Bundle Nmt Craft Value PropositionGenerate the strongest possible Value Proposition for a chosen segment using Ivan Zamesin's AJTBD / Next Move Theory methodology (distinct from generic Christensen JTBD). Input — a $nmt-market-research result OR a manual segment+Jobs description. It extracts the segment's dominant success criteria, builds the Job Graph + Critical Chain of Jobs, generates value hypotheses via the value-creation mechanics catalog, filters on feasibility, cost, unit economics, and competitiveness, ranks by RICE, and surfaces a primary + supplementary value proposition with top-3 RAT cards and a PRD-ready spec for $nmt-product-requirements. Use when the user wants a value proposition, differentiation, or asks "how do we win this segment". Two modes — Quick (default) and Deep. Defaults to English.
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zamesin Bundle Nmt Craft Value Proposition 2Generate the strongest possible Value Proposition for a chosen segment using Ivan Zamesin's AJTBD / Next Move Theory methodology (distinct from generic Christensen JTBD). Input — a /nmt-market-research result OR a manual segment+Jobs description. The skill extracts the segment's dominant success criteria, builds the Job Graph + Critical Chain of Jobs substrate, generates value hypotheses by walking the value-creation mechanics catalog over that graph, filters them on feasibility, cost-to-build, unit economics, and competitiveness, ranks by RICE, and surfaces a primary + supplementary value proposition with top-3 RAT cards and a PRD-ready implementation spec that feeds /nmt-product-requirements. Use when the user wants a value proposition, differentiation, or asks "how do we win this segment". Two modes — Quick (default, no internet) and Deep (subagents + web competitor mining). Plain language; defaults to English.
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codyswanngt Skill Lisa E2e Coverage Gaps 4Explore gaps in the automated Playwright/e2e suite: inventory the app's routes and existing tests, find routes with no coverage or flows tested only on the happy path (missing error, permission, empty, loading, and edge cases), confirm each in the running app, and file one build-ready missing-test ticket per gap via lisa:tracker-write. The optional ready flag (default true) controls build-ready vs backlog. For human usability issues, use exploratory-qa instead.
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codyswanngt Skill Lisa E2e Coverage Gaps 5Explore gaps in the automated Playwright/e2e suite: inventory the app's routes and existing tests, find routes with no coverage or flows tested only on the happy path (missing error, permission, empty, loading, and edge cases), confirm each in the running app, and file one build-ready missing-test ticket per gap via lisa:tracker-write. The optional ready flag (default true) controls build-ready vs backlog. For human usability issues, use exploratory-qa instead.
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rtfm-it-services-llc Skill Msp QbrUse this skill whenever preparing, running, or following up a client business review: "QBR", "quarterly review", "business review", "account review", "prep for the [client] meeting", building a client scorecard, planning a client's technology roadmap or budget, or preparing the renewal and repricing conversation. Also trigger when someone asks how often to meet with clients or what to show them. Apply alongside msp-metrics (the numbers and the client health scorecard), msp-helpdesk (performance against targets), msp-pricing (any cost band shown to the client), msp-client-comms (the price letter and follow-up), msp-legal (waivers for declined recommendations), and msp-brand (anything the client sees).
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rtfm-it-services-llc Bundle Msp SalesUse this skill whenever the user wants sales documents, content, or procedures for their managed IT services (MSP) business: cold outreach emails or sequences, call scripts or talk tracks, case studies, pipeline documents, follow-up templates, objection handling, discovery frameworks, prospect targeting, the referral program, post-proposal negotiation, or internal sales enablement. Also trigger for "write an email to a prospect", "create a sales script", "draft a case study", "the client came back on the proposal", "they countered", "they said no because of cost", reviving a dead or gone-dark deal, or any mention of winning new clients, following up with leads, or building sales materials for an IT services business, even if the user doesn't say "MSP". Marketing content and channels belong to msp-marketing. Apply alongside msp-brand (identity, voice, visuals) and msp-pricing (any number a client could see).
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rtfm-it-services-llc Bundle Msp PricingUse this skill whenever pricing or packaging a managed-services or break-fix engagement for your MSP: building a quote or proposal, deciding what to charge a prospect, assembling options for a client, working out a price band for negotiation, or sanity-checking margin on a deal. Triggers include "how much should we charge", "price this client", "put together options for", "what should I quote", "build a package for", "what's the floor on this deal", "per-user price", "how deep can we discount", "should this include on-site", or any mention of quoting devices, seats, servers, network gear, on-site visits, contract length, or monthly recurring revenue for an IT services deal. Also trigger when reviewing or revising the price sheet or the building blocks. Always load this skill before producing any number a client could see, and apply it alongside msp-sales (the value conversation and discovery) and msp-brand (how the number is presented), and msp-client-comms (the price-increase letter, once the new number is s
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shinpr Bundle Prd Standards 2Defines PRD structure, user story format with 4 Risks assessment, EARS-format acceptance criteria, and delivery readiness thresholds. Use when writing PRDs, drafting user stories, defining acceptance criteria, or reviewing PRD quality and completeness.
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shinpr Skill Recipe Define 2Orchestrate PRD creation from validated hypotheses — standard PRD output with 4 Risks confidence and hypothesis traceability
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shinpr Bundle Recipe Discover 2Orchestrate Opportunity discovery and hypothesis generation through business and user perspectives
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akhileshu Bundle Go Implementation Slices Table And Repo StructureDesign Go implementation slices and repository structure before coding. Use when turning a Go systems roadmap into a capability-by-capability implementation table, defining cmd and internal package boundaries, or sequencing sequential, storage, transport, and concurrent work.
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akhileshu Bundle Agentic Execution Context Discovery AI Assisted WorkflowsDisciplined AI-assisted coding workflow for context discovery, phased execution, and local verification. Use when starting work in an unfamiliar codebase, planning a change, reviewing structure, or needing a stepwise approach before coding.
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akhileshu Bundle Full Stack Web Implementation Slices Table And Repo StructurDesign full-stack web implementation slices and repository structure before coding. Use when turning a roadmap into a capability-by-capability implementation table, mapping frontend/server/data boundaries, or organizing a web workspace for incremental delivery.
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ferroxlabs Skill Ijfw Team 4Use when the user says: 'set up a team', 'create agents for', 'team for this project', 'who should work on this', or after Discovery in a project setup flow.
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relationalai Bundle Rai DiscoveryTranslation, ideation, and routing layer between an ontology and the RAI reasoners. Surfaces questions the data can answer, classifies them by reasoner family (prescriptive, graph, predictive, rules), and translates user-facing problem framings into the technical implementation hints the downstream reasoner skills need. Use before choosing a reasoner workflow or when scoping what to build next.
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traderalice Bundle AliceResearch data and Workspace collaboration through the `alice` CLI: symbol discovery, K-line analysis, optional subscribed-article lookup, peer conversations, Inbox and Issues. Use CLI help for command parameters. Also use alice for Workspace collaboration: peer discovery, Agent conversations, Inbox delivery, Issues, Session identity, tracked assets and template upgrades. Read references/collaboration.md for these workflows.
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traderalice Skill Market DataUse for price history, OHLCV/K-lines, market-data source discovery, or showing a candlestick chart in a conversation. Fetch data for local analysis or share a chart using OpenAlice market references.
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traderalice Bundle Opencli ReaderUse the optional community opencli CLI for read-only website access when the user requests it or an available adapter fits the task. Covers command discovery and browser-backed adapters. OpenAlice does not bundle opencli.
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yipxiyi Skill Clarification GateUse when a new goal, feature request, migration, or non-trivial change needs focused clarification before PRD, spec, plan, or implementation work begins.
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yipxiyi Skill Product GovernanceUse when creating or maintaining docs/PRD.md, product requirements, product scope, user stories, success metrics, or product source-of-truth documents for OpenArc repositories.
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fhgomes Bundle SentinelCybersecurity and DevSecOps infrastructure hardening specialist. Use ALWAYS when conversation involves: server security, hardening of nginx/SSH/DNS/firewall, API and endpoint protection, vulnerability or CVE analysis, CVE feed triage and backlog hygiene, secure Docker/container configuration, database protection (PostgreSQL, Redis), Spring Boot / JVM security, SSL/TLS certificates, authentication (Basic Auth, OAuth2, JWT, Keycloak), WAF, rate limiting, anti-DDoS, suspicious log analysis, incident response, ethical penetration testing, Zero Trust, secrets management, DevSecOps pipelines, or any variation of "how to protect X", "is it secure?", "how to harden Y". ALSO INCLUDES AI/LLM/autonomous agent security: prompt injection (direct and indirect), agent jailbreaking, agent hijacking, Ollama security, MCP server/token protection, agent container isolation, execution sandbox, tool permissions, denial of wallet, API key protection, data leakage via AI outputs, OWASP Top 10 for LLMs, AI supply chain, OpenClaw/age
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juicesharp Skill Discover 2Generate trace-quality research questions from codebase discovery. Spawns discovery agents and reads key files for depth, then synthesizes into dense question paragraphs for the research skill. Produces question artifacts in thoughts/shared/questions/. First stage of the research pipeline.
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armelhbobdad Bundle Skf Brief Skill 3Design a skill scope through guided discovery. Use when the user requests to "create a skill brief" or "brief a skill".
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armelhbobdad Bundle Skf Verify Stack 3Pre-code stack feasibility verification against architecture and PRD documents. Use when the user requests to "verify a tech stack" or "verify stack."
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materialofair Bundle Skill Quality Analyzer 2Analyze the quality of a OpenCode skill across discovery, structure, safety, examples, and maintainability.
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surya8991 Skill Agent Master 4Meta-orchestrator that classifies tasks and routes to the right combination of installed skills across caveman (output compression), superpowers (dev workflow), anthropic-skills (business/domain expertise), and wired tactical libraries (wshobson, davila7, impeccable, anthropic-official). 26 routing categories including whole-codebase analysis via repomix-pack, LLM/AI app dev, a live task dashboard, meta skill discovery, and curated tactical skill libraries (wshobson, davila7) for backend/security/CI-CD/database depth. Also scaffolds the canonical project-doc spine (README/AGENTS.md/CLAUDE.md/PROJECTLOG.md) in new projects via `/agent-master scaffold`. Invoke with /agent-master. Use as default entry point for ambiguous or multi-domain requests.
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 escaping-build-trap, continuous-discovery, inspired-product-org. 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.