claude

product-skills

Craft & ship products — discovery, specs, experiments, readouts, competitive strategy

163 on GitHubby Amplitudev1.0.0MITupdated 3 months ago
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Plugin product-skills from marketplace builder-skills in amplitude/builder-skills. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (20)

  • 7-powers-analysis

    Analyze a business, product, or feature using Hamilton Helmer's 7 Powers framework to assess competitive advantage and strategic durability. Use when the user asks about competitive moats, strategic positioning, power analysis, defensibility, competitive advantage, or "7 Powers".

  • amazon-working-backwards

    Write a PR/FAQ for a product idea using Amazon's Working Backwards process. Start from the customer press release and work backward to what needs to be built. Use when validating whether an idea is worth building before committing to a spec.

  • competitor-monitoring

    Visit each competitor's homepage, features page, pricing page, and blog using Chrome MCP, then write a structured competitive intelligence report saved to Google Drive. Use for a standing weekly competitive pulse or an on-demand deep-dive.

  • craft-discovery-synthesis

    Take raw user interview notes or feedback and extract themes and insights. Use when synthesizing qualitative data from interviews, surveys, support tickets, or feedback.

  • craft-experiment-design

    Write a hypothesis, define success metrics, and plan a holdout strategy. Use when designing A/B tests or experiment plans.

  • craft-experiment-readout

    Summarize experiment results, call a winner, and draft a stakeholder-ready recommendation. Use when an A/B test is complete and you need to communicate results.

  • craft-spec

    Turn messy ideas into a clear, structured PRD. Use when you have rough notes, Slack threads, or half-formed ideas that need to become a product requirements document.

  • create-user-stories

    Break a PRD or feature description into implementable user stories with acceptance criteria. Use when handing off to engineering or breaking down work for sprint planning.

  • discover-opportunities

    Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback. Synthesizes evidence into prioritized, actionable opportunities with RICE scoring. Use when the user asks to "find opportunities", "what should we build", "where are we losing users

  • draft-spec
  • good-strategy-bad-strategy

    Evaluate or develop strategy using Richard Rumelt's kernel of good strategy — Diagnosis, Guiding Policy, and Coherent Actions. Use when you need to cut through vague strategic plans and get to the hard choices, or when you suspect your "strategy" is actually just a list of goals.

  • high-output-management

    Apply Andy Grove's High Output Management principles to diagnose team productivity, design processes, and make management decisions. Use for team structure, meeting design, decision-making, performance management, and operational leverage.

  • interview-scheduling

    Find the most active users in Amplitude, check your Google Calendar for open slots, and create personalised Gmail drafts inviting them to a research interview. Never sends — always saves as drafts for your review. Use when planning a user research sprint.

  • jobs-to-be-done

    Uncover the functional, social, and emotional jobs driving customer behavior. Use when you need to understand why customers hire, switch, or abandon products — not just what they say they want.

  • market-research-digest

    Synthesize Drive files, Granola meeting notes, and web signals into a weekly Markdown research summary with Trends, Competitors, Ideas, and Risks sections. Use when a PM wants to consolidate scattered research into a single weekly digest.

  • mom-test

    Plan and evaluate customer conversations using The Mom Test — ask questions that even your mom can't lie to you about. Use when preparing for user interviews, evaluating research quality, or designing questions that extract real signal instead of polite lies.

  • playing-to-win

    Develop a strategy using the Playing to Win cascade — Winning Aspiration, Where to Play, How to Win, Capabilities, and Management Systems. Use when you need to make strategic choices about markets, positioning, and competitive advantage.

  • pre-mortem

    Identify what could go wrong before launch by imagining failure and working backward. Use after a spec is approved but before you ship — surfaces risks the team isn't talking about.

  • prioritize

    Take a list of ideas, features, or initiatives and quickly prioritize them using an effective framework. Use when you have too many things and need to decide what to do first.

  • what-would-lenny-do

    Answers product strategy, growth, pricing, hiring, and leadership questions using Lenny Rachitsky's archive. ONLY use this skill if the `lennysdata` MCP server is connected and its tools (search_content, read_content, etc.) are available. If the lennysdata MCP is not connected, do NOT use this skill

Slash commands (2)

  • /product-skills:run-discovery

    Guided discovery workflow — brainstorm ideas, identify assumptions, design experiments, and produce a discovery plan.

  • /product-skills:write-prd

    Guided PRD writing — gathers context conversationally, then generates a structured spec.

View source on GitHub

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