Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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measure-experiment-design
Designs an A/B test or experiment with clear hypothesis, variants, success metrics, sample size, and duration. Use when planning experiments to validate product changes or test hypotheses.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133
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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.
product-on-purpose/pm-skills 133