[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-deanpeters-ai-shaped-readiness-advisor-zh-CN":3,"guides-for-deanpeters-ai-shaped-readiness-advisor":1095,"similar-k171jh1z977wzc4qzah3f176ts86mzcs-zh-CN":1096},{"_creationTime":4,"_id":5,"children":6,"community":45,"display":46,"evaluation":50,"identity":289,"isFallback":286,"parentExtension":291,"providers":321,"relations":325,"repo":326,"tags":1093,"workflow":1094},1778686037155.6184,"k171jh1z977wzc4qzah3f176ts86mzcs",[7],{"_creationTime":8,"_id":9,"community":10,"display":12,"identity":18,"providers":24,"relations":39,"tags":41,"workflow":42},1778686037155.6204,"k175w4p39gdtd4mcjffq87ydk986mtk8",{"reviewCount":11},0,{"description":13,"installMethods":14,"name":16,"sourceUrl":17},"Assess whether your product work is AI-first or AI-shaped. 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directly.",{"category":79,"check":80,"severity":76,"summary":81},"Documentation","Configuration & parameter reference","This skill is interactive and does not rely on external configuration parameters or environment variables.",{"category":67,"check":83,"severity":76,"summary":84},"Tool naming","This is an interactive skill, not a tool with a specific name.",{"category":67,"check":86,"severity":76,"summary":87},"Minimal I/O surface","This is an interactive skill and does not expose tools with parameter schemas.",{"category":89,"check":90,"severity":58,"summary":91},"License","License usability","The LICENSE file clearly indicates CC BY-NC-SA 4.0.",{"category":93,"check":94,"severity":58,"summary":95},"Maintenance","Commit recency","The last commit was on April 28, 2026, which is within the last 90 days.",{"category":93,"check":97,"severity":76,"summary":98},"Dependency Management","No third-party dependencies are explicitly mentioned or used within the skill's 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not appear to be geographically or legally scoped.",{"category":126,"check":158,"severity":58,"summary":159},"Runtime stability","The skill is interactive and relies on the host agent's environment, not specific OS or shell features.",{"category":79,"check":161,"severity":58,"summary":162},"README","The README comprehensively details the skill's purpose, concepts, application, and examples.",{"category":67,"check":164,"severity":76,"summary":165},"Tool surface size","This is a single interactive skill, not a plugin with multiple tools.",{"category":74,"check":167,"severity":76,"summary":168},"Overlapping near-synonym tools","N/A as this is an interactive skill, not a set of distinct tools.",{"category":79,"check":170,"severity":58,"summary":171},"Phantom features","All advertised features and assessment areas are implemented within the interactive skill.",{"category":173,"check":174,"severity":58,"summary":175},"Install","Installation instruction","The README provides clear instructions for installing the plugin via the marketplace and for using the skill.",{"category":177,"check":178,"severity":58,"summary":179},"Errors","Actionable error messages","The skill's interactive nature includes clear guidance and recommendations, implying well-handled error paths.",{"category":181,"check":182,"severity":76,"summary":183},"Execution","Pinned dependencies","The skill itself does not appear to have external script dependencies requiring pinning.",{"category":67,"check":185,"severity":76,"summary":186},"Dry-run preview","The skill is analytical and does not have state-changing operations or outbound payloads.",{"category":188,"check":189,"severity":76,"summary":190},"Protocol","Idempotent retry & timeouts","The skill is interactive and does not involve remote calls or state-changing operations that require idempotency.",{"category":151,"check":192,"severity":58,"summary":193},"Telemetry opt-in","The skill does not mention or appear to emit telemetry. If it did, the framework suggests opt-in mechanisms.",{"category":74,"check":195,"severity":58,"summary":196},"Name collisions","The skill name 'ai-shaped-readiness-advisor' is distinct and does not appear to collide with built-in commands or other known skills.",{"category":74,"check":198,"severity":76,"summary":199},"Hooks-off mechanism","This skill does not appear to utilize hooks in a way that would require a separate disable mechanism.",{"category":74,"check":201,"severity":76,"summary":202},"Hook matcher tightness","This skill does not deploy hooks with specific matchers.",{"category":100,"check":204,"severity":76,"summary":205},"Hook security","The skill does not deploy hooks that would require security gating.",{"category":122,"check":207,"severity":76,"summary":208},"Silent prompt rewriting","This skill does not use a UserPromptSubmit hook.",{"category":100,"check":210,"severity":76,"summary":211},"Permission Hook","The skill does not deploy any PermissionRequest hooks.",{"category":151,"check":213,"severity":76,"summary":214},"Hook privacy","The skill does not deploy any hooks that involve logging or telemetry via network.",{"category":138,"check":216,"severity":76,"summary":217},"Hook dependency","The skill does not deploy any hooks that require inspection of scripts.",{"category":79,"check":219,"severity":58,"summary":220},"Feature Transparency","The README clearly describes the skill's purpose, assessment process, and the 5 competencies evaluated.",{"category":222,"check":223,"severity":58,"summary":224},"Convention","Layout convention adherence","The plugin structure appears to adhere to conventions, with `plugin.json` and runtime components separated, and any `bin/` entries documented.",{"category":222,"check":226,"severity":58,"summary":227},"Plugin state","The skill does not appear to require persistent state beyond the host agent's environment.",{"category":100,"check":229,"severity":76,"summary":230},"Keychain-stored secrets","The skill does not consume any secrets.",{"category":232,"check":233,"severity":76,"summary":234},"Dependencies","Tagged release sourcing","No bundled MCP servers are declared.",{"category":236,"check":237,"severity":58,"summary":238},"Installation","Clean uninstall","The skill is interactive and does not spawn background daemons or persistent processes that would survive an uninstall.",1778687016907,"This plugin offers an interactive skill, 'ai-shaped-readiness-advisor', that helps product teams evaluate their AI maturity. 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skills/jobs-to-be-done",[393],{"path":353,"priority":343},{"basePath":395,"description":396,"displayName":397,"installMethods":398,"rationale":399,"selectedPaths":400,"source":344,"sourceLanguage":22,"type":290},"skills/lean-ux-canvas","Guide teams through Lean UX Canvas v2 to frame problems and surface assumptions.","lean-ux-canvas",{"claudeCode":397},"inline plugin source from marketplace.json at skills/lean-ux-canvas",[401],{"path":353,"priority":343},{"basePath":403,"description":404,"displayName":405,"installMethods":406,"rationale":407,"selectedPaths":408,"source":344,"sourceLanguage":22,"type":290},"skills/opportunity-solution-tree","Build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests.","opportunity-solution-tree",{"claudeCode":405},"inline plugin source from marketplace.json at skills/opportunity-solution-tree",[409],{"path":353,"priority":343},{"basePath":411,"description":412,"displayName":413,"installMethods":414,"rationale":415,"selectedPaths":416,"source":344,"sourceLanguage":22,"type":290},"skills/problem-framing-canvas","Guide teams through MITRE's Problem Framing Canvas for clearer problem statements.","problem-framing-canvas",{"claudeCode":413},"inline plugin source from marketplace.json at skills/problem-framing-canvas",[417],{"path":353,"priority":343},{"basePath":419,"description":420,"displayName":421,"installMethods":422,"rationale":423,"selectedPaths":424,"source":344,"sourceLanguage":22,"type":290},"skills/problem-statement","Write a user-centered problem statement with who, what, why, and how it feels.","problem-statement",{"claudeCode":421},"inline plugin source from marketplace.json at 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skills/pestel-analysis",[441],{"path":353,"priority":343},{"basePath":443,"description":444,"displayName":445,"installMethods":446,"rationale":447,"selectedPaths":448,"source":344,"sourceLanguage":22,"type":290},"skills/positioning-statement","Create a Geoffrey Moore-style positioning statement for your product.","positioning-statement",{"claudeCode":445},"inline plugin source from marketplace.json at skills/positioning-statement",[449],{"path":353,"priority":343},{"basePath":451,"description":452,"displayName":453,"installMethods":454,"rationale":455,"selectedPaths":456,"source":344,"sourceLanguage":22,"type":290},"skills/positioning-workshop","Run a positioning workshop to surface target customer, need, category, and differentiation.","positioning-workshop",{"claudeCode":453},"inline plugin source from marketplace.json at 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skills/press-release",[473],{"path":353,"priority":343},{"basePath":475,"description":476,"displayName":477,"installMethods":478,"rationale":479,"selectedPaths":480,"source":344,"sourceLanguage":22,"type":290},"skills/prioritization-advisor","Choose a prioritization framework based on stage, team context, and stakeholder needs.","prioritization-advisor",{"claudeCode":477},"inline plugin source from marketplace.json at skills/prioritization-advisor",[481],{"path":353,"priority":343},{"basePath":483,"description":484,"displayName":485,"installMethods":486,"rationale":487,"selectedPaths":488,"source":344,"sourceLanguage":22,"type":290},"skills/product-strategy-session","Run an end-to-end product strategy session across positioning, discovery, and roadmap.","product-strategy-session",{"claudeCode":485},"inline plugin source from marketplace.json at skills/product-strategy-session",[489],{"path":353,"priority":343},{"basePath":491,"description":492,"displayName":493,"installMethods":494,"rationale":495,"selectedPaths":496,"source":344,"sourceLanguage":22,"type":290},"skills/roadmap-planning","Plan a strategic roadmap across prioritization, epics, stakeholders, and sequencing.","roadmap-planning",{"claudeCode":493},"inline plugin source from marketplace.json at skills/roadmap-planning",[497],{"path":353,"priority":343},{"basePath":499,"description":500,"displayName":501,"installMethods":502,"rationale":503,"selectedPaths":504,"source":344,"sourceLanguage":22,"type":290},"skills/tam-sam-som-calculator","Calculate TAM, SAM, and SOM with explicit assumptions, methods, and caveats.","tam-sam-som-calculator",{"claudeCode":501},"inline plugin source from marketplace.json at skills/tam-sam-som-calculator",[505],{"path":353,"priority":343},{"basePath":507,"description":508,"displayName":509,"installMethods":510,"rationale":511,"selectedPaths":512,"source":344,"sourceLanguage":22,"type":290},"skills/eol-message","Write a clear, empathetic EOL announcement with rationale and next steps.","eol-message",{"claudeCode":509},"inline plugin source from marketplace.json at skills/eol-message",[513],{"path":353,"priority":343},{"basePath":515,"description":516,"displayName":517,"installMethods":518,"rationale":519,"selectedPaths":520,"source":344,"sourceLanguage":22,"type":290},"skills/epic-breakdown-advisor","Break down epics into user stories with Humanizing Work split patterns.","epic-breakdown-advisor",{"claudeCode":517},"inline plugin source from marketplace.json at skills/epic-breakdown-advisor",[521],{"path":353,"priority":343},{"basePath":523,"description":524,"displayName":525,"installMethods":526,"rationale":527,"selectedPaths":528,"source":344,"sourceLanguage":22,"type":290},"skills/epic-hypothesis","Frame an epic as a testable hypothesis with target user, outcome, and validation.","epic-hypothesis",{"claudeCode":525},"inline plugin source from marketplace.json at skills/epic-hypothesis",[529],{"path":353,"priority":343},{"basePath":531,"description":532,"displayName":533,"installMethods":534,"rationale":535,"selectedPaths":536,"source":344,"sourceLanguage":22,"type":290},"skills/storyboard","Create a six-frame storyboard showing a user's journey from problem to solution.","storyboard",{"claudeCode":533},"inline plugin source from marketplace.json at skills/storyboard",[537],{"path":353,"priority":343},{"basePath":539,"description":540,"displayName":541,"installMethods":542,"rationale":543,"selectedPaths":544,"source":344,"sourceLanguage":22,"type":290},"skills/user-story","Create user stories with Mike Cohn format and Gherkin acceptance criteria.","user-story",{"claudeCode":541},"inline plugin source from marketplace.json at skills/user-story",[545],{"path":353,"priority":343},{"basePath":547,"description":548,"displayName":549,"installMethods":550,"rationale":551,"selectedPaths":552,"source":344,"sourceLanguage":22,"type":290},"skills/user-story-mapping","Create a user story map with activities, steps, tasks, and release slices.","user-story-mapping",{"claudeCode":549},"inline plugin source from marketplace.json at skills/user-story-mapping",[553],{"path":353,"priority":343},{"basePath":555,"description":556,"displayName":557,"installMethods":558,"rationale":559,"selectedPaths":560,"source":344,"sourceLanguage":22,"type":290},"skills/user-story-mapping-workshop","Run a user story mapping workshop with adaptive questions and structured output.","user-story-mapping-workshop",{"claudeCode":557},"inline plugin source from marketplace.json at skills/user-story-mapping-workshop",[561],{"path":353,"priority":343},{"basePath":563,"description":564,"displayName":565,"installMethods":566,"rationale":567,"selectedPaths":568,"source":344,"sourceLanguage":22,"type":290},"skills/user-story-splitting","Break a large story into smaller deliverable stories using proven split patterns.","user-story-splitting",{"claudeCode":565},"inline plugin source from marketplace.json at skills/user-story-splitting",[569],{"path":353,"priority":343},{"basePath":571,"description":572,"displayName":573,"installMethods":574,"rationale":575,"selectedPaths":576,"source":344,"sourceLanguage":22,"type":290},"skills/acquisition-channel-advisor","Evaluate acquisition channels using unit economics, customer quality, and scalability.","acquisition-channel-advisor",{"claudeCode":573},"inline plugin source from marketplace.json at skills/acquisition-channel-advisor",[577],{"path":353,"priority":343},{"basePath":579,"description":580,"displayName":581,"installMethods":582,"rationale":583,"selectedPaths":584,"source":344,"sourceLanguage":22,"type":290},"skills/business-health-diagnostic","Diagnose SaaS business health across growth, retention, efficiency, and capital.","business-health-diagnostic",{"claudeCode":581},"inline plugin source from marketplace.json at skills/business-health-diagnostic",[585],{"path":353,"priority":343},{"basePath":587,"description":588,"displayName":589,"installMethods":590,"rationale":591,"selectedPaths":592,"source":344,"sourceLanguage":22,"type":290},"skills/feature-investment-advisor","Evaluate feature investments using revenue impact, cost structure, ROI, and strategy.","feature-investment-advisor",{"claudeCode":589},"inline plugin source from marketplace.json at skills/feature-investment-advisor",[593],{"path":353,"priority":343},{"basePath":595,"description":596,"displayName":597,"installMethods":598,"rationale":599,"selectedPaths":600,"source":344,"sourceLanguage":22,"type":290},"skills/finance-based-pricing-advisor","Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback.","finance-based-pricing-advisor",{"claudeCode":597},"inline plugin source from marketplace.json at skills/finance-based-pricing-advisor",[601],{"path":353,"priority":343},{"basePath":603,"description":604,"displayName":605,"installMethods":606,"rationale":607,"selectedPaths":608,"source":344,"sourceLanguage":22,"type":290},"skills/finance-metrics-quickref","Look up SaaS finance metrics, formulas, and benchmarks fast.","finance-metrics-quickref",{"claudeCode":605},"inline plugin source from marketplace.json at skills/finance-metrics-quickref",[609],{"path":353,"priority":343},{"basePath":611,"description":612,"displayName":613,"installMethods":614,"rationale":615,"selectedPaths":616,"source":344,"sourceLanguage":22,"type":290},"skills/saas-economics-efficiency-metrics","Evaluate SaaS unit economics and capital efficiency for scaling decisions.","saas-economics-efficiency-metrics",{"claudeCode":613},"inline plugin source from marketplace.json at skills/saas-economics-efficiency-metrics",[617],{"path":353,"priority":343},{"basePath":619,"description":620,"displayName":621,"installMethods":622,"rationale":623,"selectedPaths":624,"source":344,"sourceLanguage":22,"type":290},"skills/saas-revenue-growth-metrics","Calculate SaaS revenue, retention, and growth metrics for momentum diagnosis.","saas-revenue-growth-metrics",{"claudeCode":621},"inline plugin source from marketplace.json at skills/saas-revenue-growth-metrics",[625],{"path":353,"priority":343},{"basePath":627,"description":628,"displayName":629,"installMethods":630,"rationale":631,"selectedPaths":632,"source":344,"sourceLanguage":22,"type":290},"skills/altitude-horizon-framework","Understand the PM-to-Director transition through altitude and horizon thinking.","altitude-horizon-framework",{"claudeCode":629},"inline plugin source from marketplace.json at skills/altitude-horizon-framework",[633],{"path":353,"priority":343},{"basePath":635,"description":636,"displayName":637,"installMethods":638,"rationale":639,"selectedPaths":640,"source":344,"sourceLanguage":22,"type":290},"skills/director-readiness-advisor","Guide the PM-to-Director transition across preparing, interviewing, and landing.","director-readiness-advisor",{"claudeCode":637},"inline plugin source from marketplace.json at skills/director-readiness-advisor",[641],{"path":353,"priority":343},{"basePath":643,"description":644,"displayName":645,"installMethods":646,"rationale":647,"selectedPaths":648,"source":344,"sourceLanguage":22,"type":290},"skills/executive-onboarding-playbook","Plan a VP or CPO 30-60-90 day diagnostic onboarding path.","executive-onboarding-playbook",{"claudeCode":645},"inline plugin source from marketplace.json at skills/executive-onboarding-playbook",[649],{"path":353,"priority":343},{"basePath":651,"description":652,"displayName":653,"installMethods":654,"rationale":655,"selectedPaths":656,"source":344,"sourceLanguage":22,"type":290},"skills/product-sense-interview-answer","Structure a spoken product-sense interview answer with segmentation and MVP tradeoffs.","product-sense-interview-answer",{"claudeCode":653},"inline plugin source from marketplace.json at skills/product-sense-interview-answer",[657],{"path":353,"priority":343},{"basePath":659,"description":660,"displayName":661,"installMethods":662,"rationale":663,"selectedPaths":664,"source":344,"sourceLanguage":22,"type":290},"skills/vp-cpo-readiness-advisor","Guide the transition to VP or CPO across preparing, interviewing, and recalibrating.","vp-cpo-readiness-advisor",{"claudeCode":661},"inline plugin source from marketplace.json at skills/vp-cpo-readiness-advisor",[665],{"path":353,"priority":343},{"basePath":19,"description":47,"displayName":16,"installMethods":667,"rationale":668,"selectedPaths":669,"source":344,"sourceLanguage":22,"type":290},{"claudeCode":16},"inline plugin source from marketplace.json at skills/ai-shaped-readiness-advisor",[670],{"path":353,"priority":343},{"basePath":672,"description":673,"displayName":674,"installMethods":675,"rationale":676,"selectedPaths":677,"source":344,"sourceLanguage":22,"type":290},"skills/context-engineering-advisor","Diagnose context stuffing vs. context engineering in AI workflows.","context-engineering-advisor",{"claudeCode":674},"inline plugin source from marketplace.json at skills/context-engineering-advisor",[678],{"path":353,"priority":343},{"basePath":680,"description":681,"displayName":682,"installMethods":683,"rationale":684,"selectedPaths":685,"source":344,"sourceLanguage":22,"type":290},"skills/pol-probe","Define a Proof of Life probe to test a risky 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skills/recommendation-canvas",[702],{"path":353,"priority":343},{"basePath":704,"description":705,"displayName":706,"installMethods":707,"rationale":708,"selectedPaths":709,"source":344,"sourceLanguage":22,"type":290},"skills/workshop-facilitation","Facilitate workshop sessions with consistent pacing, options, and progress tracking.","workshop-facilitation",{"claudeCode":706},"inline plugin source from marketplace.json at skills/workshop-facilitation",[710],{"path":353,"priority":343},{"basePath":712,"description":713,"displayName":714,"installMethods":715,"rationale":716,"selectedPaths":717,"source":344,"sourceLanguage":22,"type":290},"skills/skill-authoring-workflow","Turn raw PM content into a compliant, publish-ready skill.","skill-authoring-workflow",{"claudeCode":714},"inline plugin source from marketplace.json at skills/skill-authoring-workflow",[718],{"path":353,"priority":343},{"basePath":571,"description":720,"displayName":573,"installMethods":721,"rationale":722,"selectedPaths":723,"source":344,"sourceLanguage":22,"type":23},"Evaluate acquisition channels using unit economics, customer quality, and scalability. 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Use when diagnosing a broken experience or aligning a team on the full customer flow.",{"claudeCode":15},"SKILL.md frontmatter at skills/customer-journey-map/SKILL.md",[768,769,771,772],{"path":353,"priority":338},{"path":770,"priority":727},"examples/meta-product-manager-skills.md",{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":363,"description":774,"displayName":365,"installMethods":775,"rationale":776,"selectedPaths":777,"source":344,"sourceLanguage":22,"type":23},"Run a customer journey mapping workshop with adaptive questions and outputs. 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Use when preparing interviews for problem validation, churn research, or new product ideas.",{"claudeCode":15},"SKILL.md frontmatter at skills/discovery-interview-prep/SKILL.md",[791],{"path":353,"priority":338},{"basePath":379,"description":793,"displayName":381,"installMethods":794,"rationale":795,"selectedPaths":796,"source":344,"sourceLanguage":22,"type":23},"Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews, synthesis, and experiments.",{"claudeCode":15},"SKILL.md frontmatter at skills/discovery-process/SKILL.md",[797,798,799],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":507,"description":801,"displayName":509,"installMethods":802,"rationale":803,"selectedPaths":804,"source":344,"sourceLanguage":22,"type":23},"Write a clear, empathetic EOL announcement with rationale, customer impact, and next steps. Use when retiring a product, feature, or plan without creating avoidable confusion.",{"claudeCode":15},"SKILL.md frontmatter at skills/eol-message/SKILL.md",[805,806,807],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":515,"description":809,"displayName":517,"installMethods":810,"rationale":811,"selectedPaths":812,"source":344,"sourceLanguage":22,"type":23},"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.",{"claudeCode":15},"SKILL.md frontmatter at skills/epic-breakdown-advisor/SKILL.md",[813],{"path":353,"priority":338},{"basePath":523,"description":815,"displayName":525,"installMethods":816,"rationale":817,"selectedPaths":818,"source":344,"sourceLanguage":22,"type":23},"Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery planning.",{"claudeCode":15},"SKILL.md frontmatter at skills/epic-hypothesis/SKILL.md",[819,820,821],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":643,"description":823,"displayName":645,"installMethods":824,"rationale":825,"selectedPaths":826,"source":344,"sourceLanguage":22,"type":23},"Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change.",{"claudeCode":15},"SKILL.md frontmatter at skills/executive-onboarding-playbook/SKILL.md",[827,828],{"path":353,"priority":338},{"path":740,"priority":727},{"basePath":587,"description":830,"displayName":589,"installMethods":831,"rationale":832,"selectedPaths":833,"source":344,"sourceLanguage":22,"type":23},"Evaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves investment.",{"claudeCode":15},"SKILL.md frontmatter at skills/feature-investment-advisor/SKILL.md",[834,835],{"path":353,"priority":338},{"path":726,"priority":727},{"basePath":595,"description":837,"displayName":597,"installMethods":838,"rationale":839,"selectedPaths":840,"source":344,"sourceLanguage":22,"type":23},"Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.",{"claudeCode":15},"SKILL.md frontmatter at skills/finance-based-pricing-advisor/SKILL.md",[841],{"path":353,"priority":338},{"basePath":603,"description":843,"displayName":605,"installMethods":844,"rationale":845,"selectedPaths":846,"source":344,"sourceLanguage":22,"type":23},"Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.",{"claudeCode":15},"SKILL.md frontmatter at skills/finance-metrics-quickref/SKILL.md",[847],{"path":353,"priority":338},{"basePath":387,"description":849,"displayName":389,"installMethods":850,"rationale":851,"selectedPaths":852,"source":344,"sourceLanguage":22,"type":23},"Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.",{"claudeCode":15},"SKILL.md frontmatter at skills/jobs-to-be-done/SKILL.md",[853,854,855],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":395,"description":857,"displayName":397,"installMethods":858,"rationale":859,"selectedPaths":860,"source":344,"sourceLanguage":22,"type":23},"Guide teams through Lean UX Canvas v2. Use when framing a business problem, surfacing assumptions, and defining what to learn next.",{"claudeCode":15},"SKILL.md frontmatter at skills/lean-ux-canvas/SKILL.md",[861,862,863],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":403,"description":865,"displayName":405,"installMethods":866,"rationale":867,"selectedPaths":868,"source":344,"sourceLanguage":22,"type":23},"Build an Opportunity Solution Tree from outcomes to opportunities, solutions, and tests. Use when a stakeholder request needs problem framing before you decide what to build.",{"claudeCode":15},"SKILL.md frontmatter at skills/opportunity-solution-tree/SKILL.md",[869,870,871],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":435,"description":873,"displayName":437,"installMethods":874,"rationale":875,"selectedPaths":876,"source":344,"sourceLanguage":22,"type":23},"Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.",{"claudeCode":15},"SKILL.md frontmatter at skills/pestel-analysis/SKILL.md",[877,878,879],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":680,"description":881,"displayName":682,"installMethods":882,"rationale":883,"selectedPaths":884,"source":344,"sourceLanguage":22,"type":23},"Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.",{"claudeCode":15},"SKILL.md frontmatter at skills/pol-probe/SKILL.md",[885,886,887],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":688,"description":889,"displayName":690,"installMethods":890,"rationale":891,"selectedPaths":892,"source":344,"sourceLanguage":22,"type":23},"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 goal, not tooling comfort.",{"claudeCode":15},"SKILL.md frontmatter at skills/pol-probe-advisor/SKILL.md",[893],{"path":353,"priority":338},{"basePath":443,"description":895,"displayName":445,"installMethods":896,"rationale":897,"selectedPaths":898,"source":344,"sourceLanguage":22,"type":23},"Create a Geoffrey Moore-style positioning statement. Use when clarifying who you serve, what problem you solve, your category, and why you're different from alternatives.",{"claudeCode":15},"SKILL.md frontmatter at skills/positioning-statement/SKILL.md",[899,900,901],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":451,"description":903,"displayName":453,"installMethods":904,"rationale":905,"selectedPaths":906,"source":344,"sourceLanguage":22,"type":23},"Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels fuzzy, generic, or misaligned.",{"claudeCode":15},"SKILL.md frontmatter at skills/positioning-workshop/SKILL.md",[907],{"path":353,"priority":338},{"basePath":459,"description":909,"displayName":461,"installMethods":910,"rationale":911,"selectedPaths":912,"source":344,"sourceLanguage":22,"type":23},"Build a structured PRD that connects problem, users, solution, and success criteria. 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Use when practicing design, improve, or build-next interview questions.",{"claudeCode":15},"SKILL.md frontmatter at skills/product-sense-interview-answer/SKILL.md",[951,952,954],{"path":353,"priority":338},{"path":953,"priority":727},"examples/improve-youtube.md",{"path":755,"priority":756},{"basePath":483,"description":956,"displayName":485,"installMethods":957,"rationale":958,"selectedPaths":959,"source":344,"sourceLanguage":22,"type":23},"Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before committing to execution.",{"claudeCode":15},"SKILL.md frontmatter at skills/product-strategy-session/SKILL.md",[960,961,962],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":427,"description":964,"displayName":429,"installMethods":965,"rationale":966,"selectedPaths":967,"source":344,"sourceLanguage":22,"type":23},"Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.",{"claudeCode":15},"SKILL.md frontmatter at skills/proto-persona/SKILL.md",[968,969,970],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":696,"description":972,"displayName":698,"installMethods":973,"rationale":974,"selectedPaths":975,"source":344,"sourceLanguage":22,"type":23},"Evaluate an AI product idea across outcomes, hypotheses, risks, and positioning. Use when deciding whether an AI solution deserves investment or recommendation.",{"claudeCode":15},"SKILL.md frontmatter at skills/recommendation-canvas/SKILL.md",[976,977,978],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":491,"description":980,"displayName":493,"installMethods":981,"rationale":982,"selectedPaths":983,"source":344,"sourceLanguage":22,"type":23},"Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.",{"claudeCode":15},"SKILL.md frontmatter at skills/roadmap-planning/SKILL.md",[984,985,986],{"path":353,"priority":338},{"path":740,"priority":727},{"path":755,"priority":756},{"basePath":611,"description":988,"displayName":613,"installMethods":989,"rationale":990,"selectedPaths":991,"source":344,"sourceLanguage":22,"type":23},"Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction.",{"claudeCode":15},"SKILL.md frontmatter at skills/saas-economics-efficiency-metrics/SKILL.md",[992,993,995,997],{"path":353,"priority":338},{"path":994,"priority":727},"examples/cash-trap.md",{"path":996,"priority":727},"examples/healthy-unit-economics.md",{"path":755,"priority":756},{"basePath":619,"description":999,"displayName":621,"installMethods":1000,"rationale":1001,"selectedPaths":1002,"source":344,"sourceLanguage":22,"type":23},"Calculate SaaS revenue, retention, and growth metrics. 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