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Use when you want to bring a local pm-skills installation up to date.","utility-update-pm-skills",{"claudeCode":12},"SKILL.md frontmatter at skills/utility-update-pm-skills/SKILL.md (coalesced with duplicate skill at docs/internal/efforts/F-24-update-pm-skills/drafts/skills/utility-update-pm-skills, docs/internal/efforts/F-24-update-pm-skills/_discovery/2026-04-09_claude-web-session/skills/utility-update-pm-skills)",[557,559,561],{"path":558,"priority":358},"SKILL.md",{"path":560,"priority":375},"references/EXAMPLE.md",{"path":562,"priority":375},"references/TEMPLATE.md",{"basePath":564,"description":565,"displayName":566,"installMethods":567,"rationale":568,"selectedPaths":569,"source":364,"sourceLanguage":18,"type":278},"docs/templates/skill-template","\u003Csingle-line 20-100 word description; include trigger keywords and do not use folded YAML>","skill-template",{"claudeCode":12},"SKILL.md frontmatter at docs/templates/skill-template/SKILL.md",[570,571,572],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":574,"description":575,"displayName":576,"installMethods":577,"rationale":578,"selectedPaths":579,"source":364,"sourceLanguage":18,"type":278},"skills/define-hypothesis","Defines a testable hypothesis with clear success metrics and validation approach. Use when forming assumptions to test, designing experiments, or aligning team on what success looks like.","define-hypothesis",{"claudeCode":12},"SKILL.md frontmatter at skills/define-hypothesis/SKILL.md",[580,581,582],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":584,"description":585,"displayName":586,"installMethods":587,"rationale":588,"selectedPaths":589,"source":364,"sourceLanguage":18,"type":278},"skills/define-jtbd-canvas","Creates a Jobs to be Done canvas capturing the functional, emotional, and social dimensions of a customer job. Use when deeply understanding customer motivations, designing for jobs, or reframing product positioning.","define-jtbd-canvas",{"claudeCode":12},"SKILL.md frontmatter at skills/define-jtbd-canvas/SKILL.md",[590,591,592],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":594,"description":595,"displayName":596,"installMethods":597,"rationale":598,"selectedPaths":599,"source":364,"sourceLanguage":18,"type":278},"skills/define-opportunity-tree","Creates an opportunity solution tree mapping desired outcomes to opportunities and potential solutions. Use for outcome-driven product discovery, prioritization, or communicating product strategy.","define-opportunity-tree",{"claudeCode":12},"SKILL.md frontmatter at skills/define-opportunity-tree/SKILL.md",[600,601,602],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":604,"description":605,"displayName":606,"installMethods":607,"rationale":608,"selectedPaths":609,"source":364,"sourceLanguage":18,"type":278},"skills/define-problem-statement","Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or communicating up to leadership.","define-problem-statement",{"claudeCode":12},"SKILL.md frontmatter at skills/define-problem-statement/SKILL.md",[610,611,612],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":614,"description":615,"displayName":616,"installMethods":617,"rationale":618,"selectedPaths":619,"source":364,"sourceLanguage":18,"type":278},"skills/deliver-acceptance-criteria","Generates structured Given/When/Then acceptance criteria for a user story or feature slice. Use when translating product requirements into testable scenarios that cover the happy path, edge cases, error states, and non-functional expectations for engineering handoff and QA.","deliver-acceptance-criteria",{"claudeCode":12},"SKILL.md frontmatter at skills/deliver-acceptance-criteria/SKILL.md",[620,621,622],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":624,"description":625,"displayName":626,"installMethods":627,"rationale":628,"selectedPaths":629,"source":364,"sourceLanguage":18,"type":278},"skills/deliver-edge-cases","Documents edge cases, error states, boundary conditions, and recovery paths for a feature. Use during specification to ensure comprehensive coverage, or during QA planning to identify test scenarios.","deliver-edge-cases",{"claudeCode":12},"SKILL.md frontmatter at skills/deliver-edge-cases/SKILL.md",[630,631,632],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":634,"description":635,"displayName":636,"installMethods":637,"rationale":638,"selectedPaths":639,"source":364,"sourceLanguage":18,"type":278},"skills/deliver-launch-checklist","Creates a comprehensive pre-launch checklist covering engineering, design, marketing, support, legal, and operations readiness. Use before releasing features, products, or major updates to ensure nothing is missed.","deliver-launch-checklist",{"claudeCode":12},"SKILL.md frontmatter at skills/deliver-launch-checklist/SKILL.md",[640,641,642],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":644,"description":645,"displayName":646,"installMethods":647,"rationale":648,"selectedPaths":649,"source":364,"sourceLanguage":18,"type":278},"skills/deliver-prd","Creates a comprehensive Product Requirements Document that aligns stakeholders on what to build, why, and how success will be measured. Use when specifying features, epics, or product initiatives for engineering handoff.","deliver-prd",{"claudeCode":12},"SKILL.md frontmatter at skills/deliver-prd/SKILL.md",[650,651,652],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":654,"description":655,"displayName":656,"installMethods":657,"rationale":658,"selectedPaths":659,"source":364,"sourceLanguage":18,"type":278},"skills/deliver-release-notes","Creates user-facing release notes that communicate new features, improvements, and fixes in clear, benefit-focused language. Use when shipping updates to communicate changes to users, customers, or stakeholders.","deliver-release-notes",{"claudeCode":12},"SKILL.md frontmatter at skills/deliver-release-notes/SKILL.md",[660,661,662],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":664,"description":665,"displayName":666,"installMethods":667,"rationale":668,"selectedPaths":669,"source":364,"sourceLanguage":18,"type":278},"skills/deliver-user-stories","Generates user stories with clear acceptance criteria from product requirements or feature descriptions. Use when breaking down features for sprint planning, writing tickets, or communicating requirements to engineering.","deliver-user-stories",{"claudeCode":12},"SKILL.md frontmatter at skills/deliver-user-stories/SKILL.md",[670,671,672],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":674,"description":675,"displayName":676,"installMethods":677,"rationale":678,"selectedPaths":679,"source":364,"sourceLanguage":18,"type":278},"skills/develop-adr","Creates an Architecture Decision Record following the Nygard format to document significant technical decisions, their context, and consequences. Use when making technical choices that affect system architecture, technology selection, or development patterns.","develop-adr",{"claudeCode":12},"SKILL.md frontmatter at skills/develop-adr/SKILL.md",[680,681,682],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":684,"description":685,"displayName":686,"installMethods":687,"rationale":688,"selectedPaths":689,"source":364,"sourceLanguage":18,"type":278},"skills/develop-design-rationale","Documents the reasoning behind design decisions including alternatives considered, trade-offs evaluated, and principles applied. Use when making significant UX decisions, aligning with stakeholders on design direction, or preserving design context for future reference.","develop-design-rationale",{"claudeCode":12},"SKILL.md frontmatter at skills/develop-design-rationale/SKILL.md",[690,691,692],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":694,"description":695,"displayName":696,"installMethods":697,"rationale":698,"selectedPaths":699,"source":364,"sourceLanguage":18,"type":278},"skills/develop-solution-brief","Creates a concise one-page solution overview that communicates the proposed approach, key decisions, and trade-offs. Use when pitching solutions to stakeholders, aligning teams on approach, or documenting solution intent before detailed specification.","develop-solution-brief",{"claudeCode":12},"SKILL.md frontmatter at skills/develop-solution-brief/SKILL.md",[700,701,702],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":704,"description":705,"displayName":706,"installMethods":707,"rationale":708,"selectedPaths":709,"source":364,"sourceLanguage":18,"type":278},"skills/develop-spike-summary","Documents the results of a time-boxed technical or design exploration (spike). Use after completing a spike to capture learnings, findings, and recommendations for the team.","develop-spike-summary",{"claudeCode":12},"SKILL.md frontmatter at skills/develop-spike-summary/SKILL.md",[710,711,712],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":714,"description":715,"displayName":716,"installMethods":717,"rationale":718,"selectedPaths":719,"source":364,"sourceLanguage":18,"type":278},"skills/discover-competitive-analysis","Creates a structured competitive analysis comparing features, positioning, and strategy across competitors. Use when entering a market, planning differentiation, or understanding the competitive landscape.","discover-competitive-analysis",{"claudeCode":12},"SKILL.md frontmatter at skills/discover-competitive-analysis/SKILL.md",[720,721,722],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":724,"description":725,"displayName":726,"installMethods":727,"rationale":728,"selectedPaths":729,"source":364,"sourceLanguage":18,"type":278},"skills/discover-interview-synthesis","Synthesizes user research interviews into actionable insights, patterns, and recommendations. Use after conducting user interviews, customer calls, or usability sessions to extract and communicate findings.","discover-interview-synthesis",{"claudeCode":12},"SKILL.md frontmatter at skills/discover-interview-synthesis/SKILL.md",[730,731,732],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":734,"description":735,"displayName":736,"installMethods":737,"rationale":738,"selectedPaths":739,"source":364,"sourceLanguage":18,"type":278},"skills/discover-stakeholder-summary","Documents stakeholder needs, concerns, and influence for a project or initiative. Use when starting projects, managing complex stakeholder relationships, or ensuring alignment across organizational boundaries.","discover-stakeholder-summary",{"claudeCode":12},"SKILL.md frontmatter at skills/discover-stakeholder-summary/SKILL.md",[740,741,742],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":744,"description":745,"displayName":746,"installMethods":747,"rationale":748,"selectedPaths":749,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-lean-canvas","Produces a one-page lean canvas across nine interlocking blocks (problem, customer, UVP, solution, channels, revenue, cost, metrics, unfair advantage) with optional inline HTML and SVG visual rendering. Use when framing a new product thesis, stress-testing an existing strategy, comparing strategic options side-by-side, or aligning a team on business-model assumptions. Works as a strategic hub that cross-links to deeper PM skills without duplicating them.","foundation-lean-canvas",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-lean-canvas/SKILL.md",[750,751,752,753],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"path":754,"priority":375},"references/html-template.html",{"basePath":756,"description":757,"displayName":758,"installMethods":759,"rationale":760,"selectedPaths":761,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-meeting-agenda","Produces an attendee-facing agenda that sets what will be discussed, who owns each topic, and how time will be spent. Supports ten meeting type variants (standup, planning, review, decision-making, brainstorm, 1-on-1, stakeholder-review, project-kickoff, working-session, exec-briefing). Emits a shareable summary suitable for Slack or email plus a full agenda with time-boxed topics, type tags, owners, attendee prep, and logistics.","foundation-meeting-agenda",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-meeting-agenda/SKILL.md",[762,763,764],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":766,"description":767,"displayName":768,"installMethods":769,"rationale":770,"selectedPaths":771,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-meeting-brief","Produces a private strategic preparation document for the user before a meeting that matters. Captures stakes, stakeholder positions and reads, ranked desired outcomes, key messages, anticipated questions with prepared responses, risks and tensions, specific asks, and success signals. Distinct from meeting-agenda because this artifact is not shared with attendees; it is the user's personal tactical prep for meetings where positioning matters.","foundation-meeting-brief",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-meeting-brief/SKILL.md",[772,773,774],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":776,"description":777,"displayName":778,"installMethods":779,"rationale":780,"selectedPaths":781,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-meeting-recap","Produces a topic-segmented post-meeting summary for attendees with decisions highlighted and actions captured inline per topic (plus a consolidated action view at the end). Auto-populates topic skeleton from a sibling meeting-agenda when available and reconciles planned vs. actual topics. Accepts transcripts from Zoom, Meet, Otter, Fireflies, Krisp MCP, or manual notes; runs on variable-quality input without blocking.","foundation-meeting-recap",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-meeting-recap/SKILL.md",[782,783,784],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":786,"description":787,"displayName":788,"installMethods":789,"rationale":790,"selectedPaths":791,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-meeting-synthesize","Cross-meeting archaeology skill. Consumes multiple meeting recaps (or raw notes) over a period and surfaces patterns invisible in any single meeting. Shows how decisions evolved, who has been saying what, where threads are stalling, and where contradictions have emerged. Produces a plain-text timeline, themes with confidence markers, stakeholder position tracking, consolidated decision list, contradiction flags, open items, narrative summary, and prioritized follow-ups.","foundation-meeting-synthesize",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-meeting-synthesize/SKILL.md",[792,793,794],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":796,"description":797,"displayName":798,"installMethods":799,"rationale":800,"selectedPaths":801,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-okr-writer","Drafts, reviews, rewrites, and coaches outcome-based OKR sets across team, department, product, or company scopes. Supports five entry modes (Guided default, One-Shot via --oneshot, Sustained Coach, Audit Only, Rewrite). Diagnoses empowered-team context and adjusts framing; refuses to fabricate baselines or targets; refuses to use OKR scores for compensation; reframes feature-delivery KRs into outcome KRs. Use when planning quarterly OKRs, translating strategy into team outcomes, reviewing draft OKRs for quality, or converting roadmap-as-OKR drafts into proper OKR sets.","foundation-okr-writer",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-okr-writer/SKILL.md",[802,803,804],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":806,"description":807,"displayName":808,"installMethods":809,"rationale":810,"selectedPaths":811,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-persona","Generates an evidence-calibrated product or marketing persona using the canonical v2.5 output contract. Use when shaping artifact perspective, stress-testing decisions, or framing product and GTM strategy.","foundation-persona",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-persona/SKILL.md",[812,813,814],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":816,"description":817,"displayName":818,"installMethods":819,"rationale":820,"selectedPaths":821,"source":364,"sourceLanguage":18,"type":278},"skills/foundation-stakeholder-update","Produces async communication to stakeholders, primarily non-attendees and secondarily some attendees who want a reference. Translates meeting outcomes into what-it-means language for readers, with channel variants (slack, teams, email, notion, exec-memo) and audience variants (engineering, design, leadership, customer-facing, mixed). Surfaces a primary CTA up front, flags technical-to-business translations for user verification, and detects thread continuation from prior updates.","foundation-stakeholder-update",{"claudeCode":12},"SKILL.md frontmatter at skills/foundation-stakeholder-update/SKILL.md",[822,823,824],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":826,"description":827,"displayName":828,"installMethods":829,"rationale":830,"selectedPaths":831,"source":364,"sourceLanguage":18,"type":278},"skills/iterate-lessons-log","Creates a structured lessons learned entry for organizational memory. Use after projects, incidents, or significant learnings to capture knowledge for future teams and initiatives.","iterate-lessons-log",{"claudeCode":12},"SKILL.md frontmatter at skills/iterate-lessons-log/SKILL.md",[832,833,834],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":836,"description":837,"displayName":838,"installMethods":839,"rationale":840,"selectedPaths":841,"source":364,"sourceLanguage":18,"type":278},"skills/iterate-pivot-decision","Documents a strategic pivot or persevere decision with the evidence, analysis, and rationale. Use when evaluating whether to change direction on a product, feature, or strategy based on market feedback.","iterate-pivot-decision",{"claudeCode":12},"SKILL.md frontmatter at skills/iterate-pivot-decision/SKILL.md",[842,843,844],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":846,"description":847,"displayName":848,"installMethods":849,"rationale":850,"selectedPaths":851,"source":364,"sourceLanguage":18,"type":278},"skills/iterate-refinement-notes","Documents backlog refinement session outcomes including stories refined, estimates, questions raised, and decisions made. Use during or after refinement to capture the results and share with absent team members.","iterate-refinement-notes",{"claudeCode":12},"SKILL.md frontmatter at skills/iterate-refinement-notes/SKILL.md",[852,853,854],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":856,"description":857,"displayName":858,"installMethods":859,"rationale":860,"selectedPaths":861,"source":364,"sourceLanguage":18,"type":278},"skills/iterate-retrospective","Facilitates and documents a team retrospective capturing what went well, what to improve, and action items. Use at the end of sprints, projects, or milestones to reflect and improve team practices.","iterate-retrospective",{"claudeCode":12},"SKILL.md frontmatter at skills/iterate-retrospective/SKILL.md",[862,863,864],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":866,"description":867,"displayName":868,"installMethods":869,"rationale":870,"selectedPaths":871,"source":364,"sourceLanguage":18,"type":278},"skills/measure-dashboard-requirements","Specifies requirements for an analytics dashboard including metrics, visualizations, filters, and data sources. Use when requesting dashboards from data teams, defining KPI tracking, or documenting reporting needs.","measure-dashboard-requirements",{"claudeCode":12},"SKILL.md frontmatter at skills/measure-dashboard-requirements/SKILL.md",[872,873,874],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":275,"description":10,"displayName":13,"installMethods":876,"rationale":877,"selectedPaths":878,"source":364,"sourceLanguage":18,"type":278},{"claudeCode":12},"SKILL.md frontmatter at skills/measure-experiment-design/SKILL.md",[879,880,881],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":883,"description":884,"displayName":885,"installMethods":886,"rationale":887,"selectedPaths":888,"source":364,"sourceLanguage":18,"type":278},"skills/measure-experiment-results","Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations. Use after experiments conclude to communicate findings, inform decisions, and build organizational knowledge.","measure-experiment-results",{"claudeCode":12},"SKILL.md frontmatter at skills/measure-experiment-results/SKILL.md",[889,890,891],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":893,"description":894,"displayName":895,"installMethods":896,"rationale":897,"selectedPaths":898,"source":364,"sourceLanguage":18,"type":278},"skills/measure-instrumentation-spec","Specifies event tracking and analytics instrumentation requirements for a feature. Use when defining what data to collect, ensuring consistent tracking implementation, or documenting analytics requirements for engineering.","measure-instrumentation-spec",{"claudeCode":12},"SKILL.md frontmatter at skills/measure-instrumentation-spec/SKILL.md",[899,900,901],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":903,"description":904,"displayName":905,"installMethods":906,"rationale":907,"selectedPaths":908,"source":364,"sourceLanguage":18,"type":278},"skills/measure-okr-grader","Scores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety), committed-vs-aspirational interpretation, evidence quality assessment, learning synthesis, and next-cycle recommendations. Refuses to retroactively change targets or shrink committed scope, average away guardrail KRs, treat 0.7 as success for committed or compliance_or_safety KRs, equate effort with impact, or use scores for individual performance. Hands off to iterate-lessons-log, iterate-retrospective, define-hypothesis, measure-dashboard-requirements, measure-instrumentation-spec, and foundation-okr-writer.","measure-okr-grader",{"claudeCode":12},"SKILL.md frontmatter at skills/measure-okr-grader/SKILL.md",[909,910,911],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":913,"description":914,"displayName":915,"installMethods":916,"rationale":917,"selectedPaths":918,"source":364,"sourceLanguage":18,"type":278},"skills/utility-mermaid-diagrams","Teaches PMs to create syntactically valid mermaid diagrams by selecting the right diagram type for their communication need, following syntax validity rules, and validating before shipping. Covers all 15 mermaid diagram types with PM-relevant examples and a dual-lens navigation system.","utility-mermaid-diagrams",{"claudeCode":12},"SKILL.md frontmatter at skills/utility-mermaid-diagrams/SKILL.md",[919,920,921,922,924,926],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"path":923,"priority":375},"references/diagram-catalog.md",{"path":925,"priority":375},"references/pm-use-cases.md",{"path":927,"priority":375},"references/syntax-guide.md",{"basePath":929,"description":930,"displayName":931,"installMethods":932,"rationale":933,"selectedPaths":934,"source":364,"sourceLanguage":18,"type":278},"skills/utility-pm-skill-builder","Guides contributors from a PM skill idea to a complete Skill Implementation Packet aligned with pm-skills conventions. Runs gap analysis, validates through a Why Gate, classifies by type and phase, generates draft files, and writes to a staging area for review before promotion.","utility-pm-skill-builder",{"claudeCode":12},"SKILL.md frontmatter at skills/utility-pm-skill-builder/SKILL.md",[935,936,937],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":939,"description":940,"displayName":941,"installMethods":942,"rationale":943,"selectedPaths":944,"source":364,"sourceLanguage":18,"type":278},"skills/utility-pm-skill-iterate","Applies targeted improvements to an existing pm-skills skill based on feedback, validation reports, or convention changes. Reads current files, previews proposed changes, writes on confirmation, and suggests a version bump. Use when improving a skill after validation or feedback.","utility-pm-skill-iterate",{"claudeCode":12},"SKILL.md frontmatter at skills/utility-pm-skill-iterate/SKILL.md",[945,946,947],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":949,"description":950,"displayName":951,"installMethods":952,"rationale":953,"selectedPaths":954,"source":364,"sourceLanguage":18,"type":278},"skills/utility-pm-skill-validate","Audits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report with pass/fail checks, severity-graded findings, and actionable recommendations. Use when checking whether a skill meets repo standards before shipping or after making changes.","utility-pm-skill-validate",{"claudeCode":12},"SKILL.md frontmatter at skills/utility-pm-skill-validate/SKILL.md",[955,956,957],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"basePath":959,"description":960,"displayName":961,"installMethods":962,"rationale":963,"selectedPaths":964,"source":364,"sourceLanguage":18,"type":278},"skills/utility-slideshow-creator","Generates professional presentations from a JSON deck specification using 18 slide types with dark/light variants, content-to-layout decision logic, and calibrated character limits. Ships with a default professional theme and supports custom themes via utility-slideshow-themer.","utility-slideshow-creator",{"claudeCode":12},"SKILL.md frontmatter at skills/utility-slideshow-creator/SKILL.md",[965,966,967,968,970,972],{"path":558,"priority":358},{"path":560,"priority":375},{"path":562,"priority":375},{"path":969,"priority":375},"references/decision-logic.md",{"path":971,"priority":375},"references/platform-rules.md",{"path":973,"priority":375},"references/slide-types.md",{"sources":975},[976],"manual",{"closedIssues90d":262,"description":978,"forks":263,"homepage":979,"license":270,"openIssues90d":265,"pushedAt":266,"readmeSize":260,"stars":267,"topics":980},"Curated, plug-and-play product management skills for AI agents. 40 skills across Triple Diamond phases plus foundation (lean canvas, persona, meeting lifecycle family) and utility (create, validate, iterate). Templates, workflows, thread-aligned samples, CI-enforced skill-family contracts. Apache 2.0.","https://product-on-purpose.github.io/pm-skills/",[333,981,982,244,983,984,985,986],"ai-skills","claude-code","claude-desktop","openskills","skill-families","triple-diamond",{"classifiedAt":988,"discoverAt":989,"extractAt":990,"githubAt":990,"updatedAt":988},1778695719797,1778695714515,1778695717835,[245,242,246,243,244],{"evaluatedAt":273,"extractAt":321,"updatedAt":273},[],[995,1022,1048,1080,1105,1126],{"_creationTime":996,"_id":997,"community":998,"display":999,"identity":1005,"providers":1010,"relations":1016,"tags":1018,"workflow":1019},1778696113180.8157,"k174kwts9kpz0tjrtay7wpe83586msq7",{"reviewCount":8},{"description":1000,"installMethods":1001,"name":1003,"sourceUrl":1004},"A discipline for designing experiments (A/B tests, multivariate, holdouts) so the results actually answer the question you asked. Hypothesis writing, sample size, duration, segment analysis, interpretation, decision-making, and the common failure modes that produce confidently wrong shipping decisions.",{"claudeCode":1002},"rampstackco/claude-skills","Experiment Design","https://github.com/rampstackco/claude-skills",{"basePath":1006,"githubOwner":1007,"githubRepo":1008,"locale":18,"slug":1009,"type":278},"skills/experiment-design","rampstackco","claude-skills","experiment-design",{"evaluate":1011,"extract":1014},{"promptVersionExtension":235,"promptVersionScoring":236,"score":324,"tags":1012,"targetMarket":247,"tier":248},[243,244,245,246,1013],"decision-making",{"commitSha":311,"license":1015},"MIT",{"repoId":1017},"kd7bebccrrd1xf6w868aggftrd86m86v",[245,246,1013,243,244],{"evaluatedAt":1020,"extractAt":1021,"updatedAt":1020},1778696859460,1778696113180,{"_creationTime":1023,"_id":1024,"community":1025,"display":1026,"identity":1032,"providers":1035,"relations":1041,"tags":1044,"workflow":1045},1778695383013.736,"k1715e8neqfzk3xmy387cvmbjs86nn8f",{"reviewCount":8},{"description":1027,"installMethods":1028,"name":1030,"sourceUrl":1031},"Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating pretotypes, or testing market demand.",{"claudeCode":1029},"phuryn/pm-skills","brainstorm-experiments-new","https://github.com/phuryn/pm-skills",{"basePath":1033,"githubOwner":1034,"githubRepo":277,"locale":18,"slug":1030,"type":278},"pm-product-discovery/skills/brainstorm-experiments-new","phuryn",{"evaluate":1036,"extract":1040},{"promptVersionExtension":235,"promptVersionScoring":236,"score":239,"tags":1037,"targetMarket":247,"tier":248},[244,330,243,1038,1039],"hypothesis-testing","product-discovery",{"commitSha":311},{"parentExtensionId":1042,"repoId":1043},"k177sb9mbjrhss1kp0pyfg5p4n86n75e","kd759mc43bg9ypk46ka87r3wa586npt5",[243,1038,330,1039,244],{"evaluatedAt":1046,"extractAt":1047,"updatedAt":1046},1778696325158,1778695383013,{"_creationTime":1049,"_id":1050,"community":1051,"display":1052,"identity":1058,"providers":1064,"relations":1072,"tags":1075,"workflow":1076},1778699088008.9739,"k172gwjn0ygm0mwkr17ctj6stn86mbg7",{"reviewCount":8},{"description":1053,"installMethods":1054,"name":1056,"sourceUrl":1057},"A/B 测试和功能优化，适用于 AI 代理。使用多臂老虎机和上下文老虎机（LinUCB）自动选择最佳选项。无需数据仓库——直接从请求运行",{"claudeCode":1055},"Whatsonyourmind/oraclaw","OraClaw Bandit","https://github.com/Whatsonyourmind/oraclaw",{"basePath":1059,"githubOwner":1060,"githubRepo":1061,"locale":1062,"slug":1063,"type":278},"mission-control/packages/clawhub-skills/oraclaw-bandit","Whatsonyourmind","oraclaw","zh-CN","oraclaw-bandit",{"evaluate":1065,"extract":1071},{"promptVersionExtension":235,"promptVersionScoring":236,"score":324,"tags":1066,"targetMarket":247,"tier":248},[1067,242,1068,243,1069,1070],"optimization","feature-flags","machine-learning","mcp",{"commitSha":311,"license":1015},{"repoId":1073,"translatedFrom":1074},"kd76fmxm1ng903s4fmj0p7hxxs86ndkg","k17ewnzxwqzf8m1b1t3c7srke186nx9a",[242,243,1068,1069,1070,1067],{"evaluatedAt":1077,"extractAt":1078,"updatedAt":1079},1778698869396,1778698837670,1778699088009,{"_creationTime":1081,"_id":1082,"community":1083,"display":1084,"identity":1090,"providers":1093,"relations":1098,"tags":1101,"workflow":1102},1778675056600.2664,"k173ggr45da0wr1c32bva99bvh86nj5a",{"reviewCount":8},{"description":1085,"installMethods":1086,"name":1088,"sourceUrl":1089},"Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.",{"claudeCode":1087},"alirezarezvani/claude-skills","experiment-designer","https://github.com/alirezarezvani/claude-skills",{"basePath":1091,"githubOwner":1092,"githubRepo":1008,"locale":18,"slug":1088,"type":278},"product-team/skills/experiment-designer","alirezarezvani",{"evaluate":1094,"extract":1097},{"promptVersionExtension":235,"promptVersionScoring":236,"score":324,"tags":1095,"targetMarket":247,"tier":248},[243,242,244,1096,246,1038],"statistics",{"commitSha":311},{"parentExtensionId":1099,"repoId":1100},"k17104ysr0smp7vvp26mnn1fzh86nynm","kd7ff9s1w43mfyy1n7hf87816186m6px",[242,246,243,1038,244,1096],{"evaluatedAt":1103,"extractAt":1104,"updatedAt":1103},1778685452060,1778675056600,{"_creationTime":1106,"_id":1107,"community":1108,"display":1109,"identity":1113,"providers":1115,"relations":1122,"tags":1123,"workflow":1124},1778696113180.8162,"k17bkjna4r1wf6fsg43qw9fj7586n9ad",{"reviewCount":8},{"description":1110,"installMethods":1111,"name":1112,"sourceUrl":1004},"A platform decision framework for experimentation. When to use Statsig vs PostHog vs GrowthBook vs Optimizely vs Amplitude vs Eppo vs Kameleoon. How to migrate between them. How to coordinate when multi-platform is genuinely warranted. The decisions that compound for years and the ones you can defer. Triggers on which experimentation platform, choose Statsig vs PostHog, evaluate experimentation tools, switch experimentation platform, migrate from Optimizely, consolidate experimentation tools, multi-platform experimentation, experimentation platform decision, ab test platform selection, feature flag platform vs experiment platform, warehouse-native experiments, vendor lock-in experimentation. Also triggers when a team is asking about cost, governance, or migration cost across experimentation tools, or when an evaluation is starting.",{"claudeCode":1002},"experimentation-platform-orchestrator",{"basePath":1114,"githubOwner":1007,"githubRepo":1008,"locale":18,"slug":1112,"type":278},"skills/experimentation-platform-orchestrator",{"evaluate":1116,"extract":1121},{"promptVersionExtension":235,"promptVersionScoring":236,"score":1117,"tags":1118,"targetMarket":247,"tier":248},98,[243,245,244,1119,1120],"growth","decision-framework",{"commitSha":311},{"repoId":1017},[245,1120,243,1119,244],{"evaluatedAt":1125,"extractAt":1021,"updatedAt":1125},1778696900214,{"_creationTime":1127,"_id":1128,"community":1129,"display":1130,"identity":1136,"providers":1140,"relations":1145,"tags":1148,"workflow":1149},1778685615701.8328,"k17amxk3h2kxtrsfb68cxnk5cd86m5gk",{"reviewCount":8},{"description":1131,"installMethods":1132,"name":1134,"sourceUrl":1135},"When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"should I test this,\" \"which version is better,\" \"test two versions,\" \"statistical significance,\" \"how long should I run this test,\" \"growth experiments,\" \"experiment velocity,\" \"experiment backlog,\" \"ICE score,\" \"experimentation program,\" or \"experiment playbook.\" Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics-tracking. For page-level conversion optimization, see page-cro.",{"claudeCode":1133},"coreyhaines31/marketingskills","ab-test-setup","https://github.com/coreyhaines31/marketingskills",{"basePath":1137,"githubOwner":1138,"githubRepo":1139,"locale":18,"slug":1134,"type":278},"skills/ab-test-setup","coreyhaines31","marketingskills",{"evaluate":1141,"extract":1144},{"promptVersionExtension":235,"promptVersionScoring":236,"score":1117,"tags":1142,"targetMarket":247,"tier":248},[245,243,1119,1143,246],"marketing",{"commitSha":311},{"parentExtensionId":1146,"repoId":1147},"k175jvka8cxxkf91gk8qy25r8186npjr","kd7a4vjty5ay3s25r82cm72wdn86nmg0",[245,246,243,1119,1143],{"evaluatedAt":1150,"extractAt":1151,"updatedAt":1150},1778685671927,1778685615701]