amplitudeamplitudeOfficial·45 Agent Skills Included

builder-skills

Product discovery, analytics, growth diagnosis, and launch execution

Guides product managers through discovery synthesis, PRD writing, experiment design, and prioritization using proven frameworks. Diagnoses activation, retention, monetization, and acquisition problems with quantified funnel analysis instead of guesswork. Automates weekly briefs, stakeholder updates, release notes, and launch campaigns across social, email, and landing pages. Connects to Amplitude, Slack, CRM, and calendar data to eliminate manual research and reporting work.
npx skills add amplitude/builder-skills --all -g -y
Available:

Tells the agent which skill to trigger based on natural-language user requests, mapping intents like 'why are users leaving' or 'write a PRD' to the correct product, analytics, growth, launch, or execution skill.

All Skills in This Repository (45)

Pure Emerald Level Indicators
📦 In Repo
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diagnose-activation

Identify the aha moment predicting long-term retention and measure time-to-activation.

Official
Advanced
📦 In Repo
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diagnose-monetization

Diagnoses revenue leaks and prioritizes monetization opportunities by risk-adjusted impact.

Official
Advanced
📦 In Repo
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diagnose-acquisition

Diagnose acquisition channels by evaluating activation, retention, and monetization to optimize CAC.

Official
Advanced
📦 In Repo
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north-star-metric

Classify product games and score North Star Metric candidates against six criteria.

Official
Advanced
📦 In Repo
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diagnose-retention

Analyze cohort-based retention to identify churn drivers and create actionable plans.

Official
Advanced
📦 In Repo
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map-growth-loops

Analyze product growth loops to quantify feedback mechanisms and conversion rates.

Official
Advanced
📦 In Repo
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build-metric-tree

Decompose top-line metrics into quantified trees and recommend an OMTM.

Official
Advanced
📦 In Repo
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release-notes-generator

Generate user-facing release notes from Linear, Jira, and GitHub Issues into a .docx file.

Official
Intermediate
📦 In Repo
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stakeholder-update

Generate weekly stakeholder updates from metrics, bets, customer quotes, and highlights.

Official
Intermediate
📦 In Repo
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yes-and

Convert idea drafts into expanded visions with risk mitigations and upgraded pitches.

Official
Intermediate
📦 In Repo
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update-knowledge-base

Cross-reference shipped tickets with help center and changelog to detect documentation gaps.

Official
Advanced
📦 In Repo
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pm-weekly-brief

Summarize weekly Slack, Calendar, and Drive activity into a markdown brief.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install builder-skills?

Run `npx skills add amplitude/builder-skills --all -g -y` in your terminal to install all skills globally. You can also install individual plugin folders like product-skills or launch-skills separately.

What can product managers do with builder-skills?

PMs can synthesize user interviews, draft PRDs and user stories, design A/B tests, prioritize backlogs with RICE, and run pre-mortems — all guided by frameworks like Jobs to Be Done, 7 Powers, and Playing to Win.

Does builder-skills require an Amplitude account?

Only the analytics-skills and some execution-skills need the Amplitude MCP server for live product data. The product, growth, and launch skills work standalone with any context you paste in.

How do the growth diagnosis skills work?

Skills like diagnose-retention and diagnose-activation walk the agent through sizing funnels, segmenting cohorts, and quantifying drop-offs, then produce ranked recommendations with the math shown.

Which AI tools are compatible with builder-skills?

All skills follow the standard SKILL.md format and work in Claude Code, Claude Cowork, Cursor, OpenAI Codex, and other compatible agent environments.

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