aped-analyze

Convert project ideas into validated product briefs via guided discovery and parallel research.

2|Updated Mar 12, 2026
One-click install
npx skills add https://github.com/yabafre/aped-claude --skill aped-analyze
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aped-analyze
Source: https://github.com/yabafre/aped-claude/tree/main/src/templates/skills/aped-analyze
Command: npx skills add https://github.com/yabafre/aped-claude --skill aped-analyze

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

APED Analyze converts a vague product idea into a structured, user-validated product brief by running guided discovery and parallel research, then synthesizing evidence-backed outputs.

Core Features & Use Cases

  • Guided discovery (4 rounds): Collect vision, target users, constraints, and validate a discovery summary before research proceeds.
  • Parallel research (3 agents): Dispatch Mary (business/market), Derek (domain/compliance), and Tom (technical/architecture) concurrently to reduce blind spots.
  • Brief synthesis + validation gates: Review research for conflicts, synthesize the brief from a template, run placeholder linting and brief validation, and update pipeline state only after explicit user approval.
  • Use case: You have an app or SaaS concept and want a credible product brief that can drive the next phase (PRD) without skipping discovery or overlooking compliance/technical constraints.

Quick Start

Tell the AI to run aped-analyze for your project idea, then answer the discovery questions and choose Continue to dispatch the research agents once you approve the summary.

Frequently Asked Questions about aped-analyze

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

FAQPage Schema
How do I turn a vague product idea into a validated MVP scope?

To create a validated MVP scope from a vague idea, you need guided discovery and parallel research to synthesize vision, users, and constraints into a structured product brief. This approach enforces validation gates to ensure evidence-backed outputs before proceeding.

What is parallel research for product briefs and how does it reduce blind spots?

Parallel research for product briefs dispatches multiple agents concurrently to investigate business, domain, and technical constraints. By analyzing these perspectives simultaneously, it reduces blind spots and synthesizes evidence-backed findings before drafting your MVP scope.

Can I use guided discovery to define constraints for a brownfield Claude Code project?

Yes, guided discovery applies to both greenfield and brownfield Claude Code projects to define constraints. It runs activation guards and collects user validation across four rounds to ensure the discovery summary accurately reflects project limits before research proceeds.

How do I generate a product brief from an idea using parallel research agents?

Generating a product brief requires answering guided discovery questions, approving the summary, and dispatching parallel research agents. After agents complete research, you synthesize the brief from a template, run placeholder linting, and update the pipeline state upon explicit approval.

What is the best way to structure a product brief before creating a PRD?

The best way to structure a product brief before a PRD is using a template that synthesizes evidence from parallel research. This method validates outputs through placeholder linting and brief checks, ensuring your vision and MVP scope are fully validated before the next phase.

Why do I need user gates before dispatching research for a product brief?

User gates are required before dispatching research to ensure the discovery summary is explicitly approved. Enforcing these gates prevents unvalidated assumptions from entering the research phase, ensuring the final product brief is evidence-backed and accurately scoped.