Cost and license
Non-commercial license agent skills
Skills published under a license that allows personal, research or other non-commercial use only. Check the license before using one in paid work.
Highest-scoring in this lane: tam-sam-som-calculator from deanpeters/Product-Manager-Skills (83/100).
- 80 listed skills
- 3 repositories
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Product Management (67) · Business, Sales and Finance (6) · AI Agents and LLM Engineering (5) · Science and Research (2)
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| Skill | Repository | What it does |
|---|---|---|
| autonomous-investigation 81/100 · B | deanpeters/Product-Manager-Skills | Defines the protocol behind investigation skills for unattended AI research, using a search-plan gate, Fact, Inference, and Assumption labels, confidence stacking, and diffable outputs. |
| competitive-intel-watch 81/100 · B | deanpeters/Product-Manager-Skills | Monitors competitors on a schedule by comparing against a prior competitive snapshot, reporting only material shifts with cited evidence and battle-card update flags. |
| intel-discipline-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Triages a competitive or market question into the right intelligence disciplines, cadence, and executing skill, when the research channel is unclear. |
| market-landscape-scan 81/100 · B | deanpeters/Product-Manager-Skills | Maps a market's segments, players, substitutes, and whitespace with cited evidence, before sizing, positioning, or picking competitors to study. |
| organic-growth-advisor 78/100 · C | deanpeters/Product-Manager-Skills | Identifies which organic growth path to pursue, such as new segments, geographies, channels, or products, and which McKinsey growth level to act on next. |
| pestel-delta-monitor 81/100 · B | deanpeters/Product-Manager-Skills | Re-scans a prior PESTEL analysis each quarter to check which macro factors moved, which assumptions broke, and what is new. |
| porters-five-forces 81/100 · B | deanpeters/Product-Manager-Skills | Reads an industry's structure through Porter's Five Forces, documenting signals per rating and ending at the profit pool, for market entry or eroding margins. |
| product-sense-interview-answer 81/100 · B | deanpeters/Product-Manager-Skills | Structures spoken product manager product-sense interview answers with assumptions, segmentation, pain-point prioritization, and MVP tradeoffs, for practicing design, improve, or build-next questions. |
| swot-analysis 81/100 · B | deanpeters/Product-Manager-Skills | Builds an evidence-cited SWOT analysis of one company, yours or a competitor's, from public sources, ending with the S-O and W-T crossings. |
| tam-sam-som-calculator 83/100 · B | deanpeters/Product-Manager-Skills | Calculates TAM, SAM, and SOM with explicit assumptions, methods, and caveats for sizing a market for a product idea, business case, or executive review. |
| user-story 83/100 · B | deanpeters/Product-Manager-Skills | Creates user stories in Mike Cohn format with Gherkin acceptance criteria, turning user needs into development-ready work with clear outcomes and testable conditions. |
| voice-of-customer-miner 81/100 · B | deanpeters/Product-Manager-Skills | Mines public reviews, app stores, and forums for unmet needs, competitor weaknesses, and switching triggers, with quoted evidence, without waiting on interviews. |
| acquisition-channel-advisor 70/100 · C | deanpeters/Product-Manager-Skills | Evaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a growth… |
| agent-orchestration-advisor 70/100 · C | deanpeters/Product-Manager-Skills | Design multi-agent AI workflows with clear boundaries, handoffs, and monitoring. Use when a complex PM task should run as parallel specialized… |
| ai-shaped-readiness-advisor 65/100 · D | deanpeters/Product-Manager-Skills | Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build. |
| altitude-horizon-framework 79/100 · C | deanpeters/Product-Manager-Skills | Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon, or leadership-level gaps. |
| ansoff-matrix 81/100 · B | deanpeters/Product-Manager-Skills | Map evidence-backed growth options across the Ansoff Matrix with risk-rated sequencing. Use when the question is where the next tranche of growth… |
| battle-card-builder 81/100 · B | deanpeters/Product-Manager-Skills | Research and draft a competitive battle card from public evidence — every claim labeled and sourced. Use when a rep needs a field-action card, not a… |
| business-health-diagnostic 68/100 · D | deanpeters/Product-Manager-Skills | Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes. |
| company-intel 78/100 · C | deanpeters/Product-Manager-Skills | Research a company, industry, or competitor set using web search and seven analytical lenses. Use when you need structured intel that feeds… |
| company-research 81/100 · B | deanpeters/Product-Manager-Skills | Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis… |
| competitive-analysis-process 81/100 · B | deanpeters/Product-Manager-Skills | Orchestrate a complete competitive analysis across six steps, from landscape to strategic direction. Use when you need the full picture, not a… |
| competitive-research-snapshot 81/100 · B | deanpeters/Product-Manager-Skills | Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Use when a product decision needs competitive… |
| context-engineering-advisor 68/100 · D | deanpeters/Product-Manager-Skills | Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably. |
| customer-journey-map 81/100 · B | deanpeters/Product-Manager-Skills | Create a customer journey map across stages, touchpoints, actions, emotions, and metrics. Use when diagnosing a broken experience or aligning a team… |
| customer-journey-mapping-workshop 73/100 · C | deanpeters/Product-Manager-Skills | Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and… |
| deepspot-m 79/100 · C | K-Dense-AI/claude-scientific-skills | Generates transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Used for predicted log1p-CPM expression from… |
| derisk-measurement-advisor 78/100 · C | deanpeters/Product-Manager-Skills | Identify what to measure, test, or track to de-risk a product or AI idea. Use when stress-testing an idea across internal (DUFV) and external… |
| director-readiness-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating. Use when leadership scope is changing and you need… |
| discovery-interview-prep 81/100 · B | deanpeters/Product-Manager-Skills | Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation… |
| discovery-process 81/100 · B | deanpeters/Product-Manager-Skills | Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews… |
| eol-checklist 81/100 · B | deanpeters/Product-Manager-Skills | Build a phase-gated EOL checklist sized to the sunset, with a named owner on every item. Use when the decision to retire is made and you need the… |
| eol-internal-enablement 81/100 · B | deanpeters/Product-Manager-Skills | Build the support FAQ, sales talking points, and objection handling teams need before an EOL announcement. Use when customer-facing teams must be… |
| eol-message 81/100 · B | deanpeters/Product-Manager-Skills | Write a right-sized EOL announcement — brief notice through full phased comms — with rationale, customer impact, and next steps. Use when retiring a… |
| eol-process 76/100 · C | deanpeters/Product-Manager-Skills | Run a product sunset end to end — decide, align, plan, prepare, announce, close. Use when you need the whole EOL process, not just one artifact. |
| eol-readiness-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Run a go/no-go assessment for retiring a product or feature, then right-size the effort. Use when someone says "we should probably kill this" and… |
| eol-stakeholder-sequence 81/100 · B | deanpeters/Product-Manager-Skills | Plan who to talk to about a sunset, in what order, and what each conversation must cover. Use when an EOL decision is made and you want the… |
| epic-breakdown-advisor 70/100 · C | deanpeters/Product-Manager-Skills | Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely. |
| epic-hypothesis 81/100 · B | deanpeters/Product-Manager-Skills | Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before… |
| executive-onboarding-playbook 79/100 · C | deanpeters/Product-Manager-Skills | Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change. |
| feature-investment-advisor 68/100 · D | deanpeters/Product-Manager-Skills | Evaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves investment. |
| finance-based-pricing-advisor 68/100 · D | deanpeters/Product-Manager-Skills | Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship. |
| finance-metrics-quickref 79/100 · C | deanpeters/Product-Manager-Skills | Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis. |
| incoming-request-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Decode an incoming message into a structured breakdown separating the literal ask from the job-to-be-done. Use when a loaded Slack ping, email… |
| intelligence-collection-disciplines 78/100 · C | deanpeters/Product-Manager-Skills | Run competitive research like an intelligence agency: eight collection disciplines (OSINT to MASINT), signal-to-inference chains, and fusion. Use… |
| jobs-to-be-done 81/100 · B | deanpeters/Product-Manager-Skills | Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving… |
| lean-ux-canvas 68/100 · D | deanpeters/Product-Manager-Skills | Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next. |
| lifecycle-play-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Diagnose where a product sits in its lifecycle and which play fits — extend, replace, or retire. Use when a product is fading and you need the call… |
| opportunity-solution-tree 81/100 · B | deanpeters/Product-Manager-Skills | Build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests. Use when a stakeholder request needs problem framing before… |
| pestel-analysis 81/100 · B | deanpeters/Product-Manager-Skills | Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a… |
| pm-skill-creator 79/100 · C | deanpeters/Product-Manager-Skills | Design a new PM skill through guided conversation. Use when you have raw content or an idea and want to shape it into a compliant skill. |
| pol-probe 79/100 · C | deanpeters/Product-Manager-Skills | Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product. |
| pol-probe-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning… |
| positioning-statement 81/100 · B | deanpeters/Product-Manager-Skills | Create a Geoffrey Moore-style positioning statement. Use when clarifying who you serve, what problem you solve, your category, and why you're… |
| positioning-workshop 81/100 · B | deanpeters/Product-Manager-Skills | Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels… |
| prd-development 70/100 · C | deanpeters/Product-Manager-Skills | Build a structured PRD that connects problem, users, solution, and success criteria. Use when turning discovery notes into an engineering-ready… |
| press-release 81/100 · B | deanpeters/Product-Manager-Skills | Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or… |
| pricing-packaging-tracker 81/100 · B | deanpeters/Product-Manager-Skills | Track competitor pricing and packaging as a diffable time series. Use when monitoring tiers, gates, limits, and price moves on a monthly or… |
| prioritization-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another… |
| problem-framing-canvas 79/100 · C | deanpeters/Product-Manager-Skills | Guide teams through MITRE's Problem Framing Canvas. Use when you need a clearer problem statement before jumping to solutions. |
| problem-statement 81/100 · B | deanpeters/Product-Manager-Skills | Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing… |
| product-lifecycle-plays 81/100 · B | deanpeters/Product-Manager-Skills | Map a product's lifecycle stage and choose between extension, replacement, and retirement plays. Use when a product is maturing or declining and the… |
| product-manager-skills 68/100 · D | Digidai/product-manager-skills | PM skill for Claude Code, Codex, Cursor, and Windsurf. Diagnoses SaaS metrics, critiques PRDs, plans roadmaps, runs discovery, coaches PM career… |
| product-strategy-session 81/100 · B | deanpeters/Product-Manager-Skills | Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before… |
| proto-persona 81/100 · B | deanpeters/Product-Manager-Skills | Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper… |
| recommendation-canvas 81/100 · B | deanpeters/Product-Manager-Skills | Evaluate an AI product idea across outcomes, hypotheses, risks, and positioning. Use when deciding whether an AI solution deserves investment or… |
| roadmap-planning 81/100 · B | deanpeters/Product-Manager-Skills | Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release… |
| saas-economics-efficiency-metrics 68/100 · D | deanpeters/Product-Manager-Skills | Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction. |
| saas-revenue-growth-metrics 68/100 · D | deanpeters/Product-Manager-Skills | Calculate SaaS revenue, retention, and growth metrics. Use when diagnosing momentum, churn, expansion, or product-market-fit signals. |
| skill-authoring-workflow 79/100 · C | deanpeters/Product-Manager-Skills | Turn raw PM content into a compliant, publish-ready skill. Use when creating or updating a repo skill without breaking standards. |
| stakeholder-engagement-advisor 81/100 · B | deanpeters/Product-Manager-Skills | Plan engagement for a specific stakeholder. Use when preparing an outreach, navigating resistance, or aligning a critical relationship before a key… |
| stakeholder-identification 79/100 · C | deanpeters/Product-Manager-Skills | Map every stakeholder before engaging anyone. Use when launching an initiative, scoping discovery, or building an engagement plan from scratch. |
| stakeholder-mapping 81/100 · B | deanpeters/Product-Manager-Skills | Prioritize stakeholders using two complementary grids. Use when setting engagement strategy and surfacing whose voice needs elevating after… |
| storyboard 81/100 · B | deanpeters/Product-Manager-Skills | Create a six-frame storyboard that shows a user's journey from problem to solution. Use when you need a fast narrative for alignment, concept… |
| user-story-mapping 81/100 · B | deanpeters/Product-Manager-Skills | Create a user story map that lays out activities, steps, tasks, and release slices. Use when planning a workflow, backlog, or MVP around the user… |
| user-story-mapping-workshop 81/100 · B | deanpeters/Product-Manager-Skills | Run a user story mapping workshop with adaptive questions and a structured map output. Use when you need backbone activities, tasks, and release… |
| user-story-splitting 81/100 · B | deanpeters/Product-Manager-Skills | Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation… |
| vp-cpo-readiness-advisor 76/100 · C | deanpeters/Product-Manager-Skills | Guide the transition to VP or CPO across preparing, interviewing, landing, and recalibrating. Use when executive product scope is changing fast. |
| what-if-oracle 83/100 · B | K-Dense-AI/claude-scientific-skills | Supports structured what-if scenario analysis for research planning, experimental contingencies, and scientific project decisions. Explores… |
| workshop-facilitation 79/100 · C | deanpeters/Product-Manager-Skills | Facilitate workshop sessions in a one-step, multi-turn flow. Use when an interactive skill needs consistent pacing, options, and progress tracking. |