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discover-opportunities

Integrates analytics, experiments, and feedback to produce prioritized opportunities with RICE scores.

142|16|Updated Mar 20, 2026
Search Tags:#feedback#multi-source#backlog#opportunity#discover#product analytics#rice scoring
One-click install
npx skills add https://github.com/amplitude/builder-skills --skill discover-opportunities-amplitude
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discover-opportunities
Source: https://github.com/amplitude/builder-skills/tree/main/product-skills/skills/discover-opportunities
Command: npx skills add https://github.com/amplitude/builder-skills --skill discover-opportunities-amplitude

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Discovers and prioritizes product opportunities by synthesizing signals from Amplitude analytics, experiments, session replays, and customer feedback. Produces a data-driven backlog with actionable recommendations and RICE scores.

Core Features & Use Cases

  • Multi-source synthesis: aggregates analytics, experiments, user feedback, and behavior data to surface high-value opportunities.
  • Prioritized roadmap guidance: ranks opportunities by ROI using RICE scoring and provides concrete next steps.
  • Collaboration-ready outputs: outputs structured opportunities that can be shared with stakeholders and engineering teams.

Quick Start

Define your product area, pull context, surface dashboards and experiments, then synthesize 3–5 opportunities with supporting evidence.

Frequently Asked Questions about discover-opportunities

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I discover data-driven product opportunities from analytics and user feedback?▼

Discover product opportunities by synthesizing analytics signals, experiment results, and qualitative feedback to surface multi-source evidence and produce a prioritized backlog with concrete actions.

How does RICE scoring work for prioritizing a product backlog?▼

RICE scoring prioritizes a product backlog by ranking opportunities based on their reach, impact, confidence, and effort, generating a calculated score to guide high-value roadmap decisions.

How do I synthesize Amplitude dashboards and session replays into actionable product opportunities?▼

Synthesize Amplitude dashboards and session replays by integrating behavior data, experiment results, and feedback to surface high-value opportunities and generate structured recommendations with supporting evidence.

Can I use multi-source analytics signals to build a collaboration-ready product roadmap?▼

Yes, multi-source analytics signals generate collaboration-ready outputs by producing structured, data-driven opportunities with RICE scores that can be shared directly with stakeholders and engineering teams.

What is the best way to aggregate experiment results and user feedback for product opportunity discovery?▼

The best way to aggregate experiment results and user feedback is multi-source synthesis, which combines these signals with analytics data to uncover high-impact opportunities and provide concrete next steps.

Do I need existing project context and dashboard access to identify high-impact product opportunities?▼

Yes, identifying high-impact product opportunities requires project context, chart and dashboard access, and feedback sources to accurately synthesize analytics signals into structured opportunities with RICE scores.

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