pm-skills

In the author's own words, from each skill's SKILL.md — showing the first 30 of 69 files.

• code-review

  Review code for actionable defects. Correctness is the core; performance and security are optional sub-cases of the same engine. Anchors on agreements between participants across a boundary, forces a violating execution, and refutes every candidate before reporting. Use when asked to review changes, find bugs, audit a codebase, or check whether a fix is safe.

  pm-ai-shipping/skills/code-review/SKILL.md on GitHub (opens in a new tab)

• intended-vs-implemented

  The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they have no model of intent. Defines what counts as documented intent, what counts as implementation evidence, which mismatches matter, and how to avoid hand-wavy findings. Use when auditing AI-built code, reviewing access control against documen…

  pm-ai-shipping/skills/intended-vs-implemented/SKILL.md on GitHub (opens in a new tab)

• shipping-artifacts

  The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping. A small core every app needs — architecture, user/permission flows, permissions, variables/secrets, and a test-coverage map — plus conditional docs added only when they apply: emails, scheduled work, SEO, and embedded agents/automation. Defines what each doc must capture and how a reviewer or auditor…

  pm-ai-shipping/skills/shipping-artifacts/SKILL.md on GitHub (opens in a new tab)

• ab-test-analysis

  Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.

  pm-data-analytics/skills/ab-test-analysis/SKILL.md on GitHub (opens in a new tab)

• cohort-analysis

  Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.

  pm-data-analytics/skills/cohort-analysis/SKILL.md on GitHub (opens in a new tab)

• sql-queries

  Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or translating business questions into queries.

  pm-data-analytics/skills/sql-queries/SKILL.md on GitHub (opens in a new tab)

• brainstorm-okrs

  Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.

  pm-execution/skills/brainstorm-okrs/SKILL.md on GitHub (opens in a new tab)

• create-prd

  Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning. Use when writing a PRD, documenting product requirements, preparing a feature spec, or reviewing an existing PRD.

  pm-execution/skills/create-prd/SKILL.md on GitHub (opens in a new tab)

• dummy-dataset

  Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.

  pm-execution/skills/dummy-dataset/SKILL.md on GitHub (opens in a new tab)

• job-stories

  Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria. Use when writing job stories, creating JTBD-style backlog items, or expressing user situations and motivations.

  pm-execution/skills/job-stories/SKILL.md on GitHub (opens in a new tab)

• outcome-roadmap

  Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes.

  pm-execution/skills/outcome-roadmap/SKILL.md on GitHub (opens in a new tab)

• pre-mortem

  Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as launch-blocking, fast-follow, or track. Use when preparing for launch, stress-testing a product plan, or identifying what could go wrong.

  pm-execution/skills/pre-mortem/SKILL.md on GitHub (opens in a new tab)

• prioritization-frameworks

  Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.

  pm-execution/skills/prioritization-frameworks/SKILL.md on GitHub (opens in a new tab)

• release-notes

  Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped.

  pm-execution/skills/release-notes/SKILL.md on GitHub (opens in a new tab)

• retro

  Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.

  pm-execution/skills/retro/SKILL.md on GitHub (opens in a new tab)

• sprint-plan

  Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification. Use when preparing for sprint planning, estimating team capacity, selecting stories, or balancing sprint scope against velocity.

  pm-execution/skills/sprint-plan/SKILL.md on GitHub (opens in a new tab)

• stakeholder-map

  Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan. Use when managing stakeholders, preparing for a launch, aligning cross-functional teams, or planning stakeholder engagement.

  pm-execution/skills/stakeholder-map/SKILL.md on GitHub (opens in a new tab)

• strategy-red-team

  Red-team a PRD, roadmap, or strategy by attacking its load-bearing assumptions before reality does. Steelmans then attacks each claim, ranks failure modes by impact × likelihood × cheapness-to-test, and returns the cheapest test and kill criteria for each. Use when stress-testing a plan, pressure-testing a strategy, challenging assumptions, or preparing a doc for executive review.

  pm-execution/skills/strategy-red-team/SKILL.md on GitHub (opens in a new tab)

• summarize-meeting

  Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.

  pm-execution/skills/summarize-meeting/SKILL.md on GitHub (opens in a new tab)

• test-scenarios

  Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance tests, or preparing for feature validation.

  pm-execution/skills/test-scenarios/SKILL.md on GitHub (opens in a new tab)

• user-stories

  Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria. Use when writing user stories, breaking down features into backlog items, or defining acceptance criteria.

  pm-execution/skills/user-stories/SKILL.md on GitHub (opens in a new tab)

• wwas

  Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context. Use when writing structured backlog items, breaking features into work items, or using the WWA format.

  pm-execution/skills/wwas/SKILL.md on GitHub (opens in a new tab)

• beachhead-segment

  Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential. Use when choosing a first market, targeting an initial customer segment, or planning market entry strategy.

  pm-go-to-market/skills/beachhead-segment/SKILL.md on GitHub (opens in a new tab)

• competitive-battlecard

  Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns. Use when preparing sales teams, creating competitive materials, or responding to 'why not competitor X?'

  pm-go-to-market/skills/competitive-battlecard/SKILL.md on GitHub (opens in a new tab)

• growth-loops

  Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.

  pm-go-to-market/skills/growth-loops/SKILL.md on GitHub (opens in a new tab)

• gtm-motions

  Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG. Use when selecting marketing channels, choosing between inbound and outbound strategy, or planning cross-channel campaigns.

  pm-go-to-market/skills/gtm-motions/SKILL.md on GitHub (opens in a new tab)

• gtm-strategy

  Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market.

  pm-go-to-market/skills/gtm-strategy/SKILL.md on GitHub (opens in a new tab)

• ideal-customer-profile

  Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs. Use when defining your ICP, analyzing PMF survey data, or understanding who your best customers are.

  pm-go-to-market/skills/ideal-customer-profile/SKILL.md on GitHub (opens in a new tab)

• competitor-analysis

  Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities.

  pm-market-research/skills/competitor-analysis/SKILL.md on GitHub (opens in a new tab)

• customer-journey-map

  Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the customer experience, identifying friction points, improving onboarding, or visualizing the user journey.

  pm-market-research/skills/customer-journey-map/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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