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FernanSuoza
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prod-concept-intake

Normalize raw project inputs into a discovery snapshot with labeled uncertainties.

Updated Mar 22, 2026
Search Tags:#onboarding#discovery#glossary#assumptions#normalization#risk-analysis#product-brief
One-click install
npx skills add https://github.com/FernanSuoza/AIDD-project-bootstrap --skill prod-concept-intake
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prod-concept-intake
Source: https://github.com/FernanSuoza/AIDD-project-bootstrap/tree/main/templates/skills/prod-concept-intake
Command: npx skills add https://github.com/FernanSuoza/AIDD-project-bootstrap --skill prod-concept-intake

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Normalize scattered, incomplete, or contradictory project inputs into a single discovery snapshot that captures the problem framing, outcomes, assumptions, and risks so architecture work can start with a shared understanding and visible decision areas.

Core Features & Use Cases

  • Source consolidation: Read product briefs, support notes, research, and competitor references to extract goals, actors, constraints, and evidence into a unified narrative.
  • Conflict and uncertainty labeling: Mark contradictions and unknowns explicitly as QUESTION, ASSUMPTION, RISK, or CONFLICT and surface targeted human review questions.
  • Artifact production and handoff: Produce a normalized context-and-goals document, glossary, and a HUS-* concept-review story to request human decision before architecture proceeds.
  • Use case example: Turn a short product brief plus scattered stakeholder notes into docs/architecture/context-and-goals.md with labeled assumptions and a review story for the concept-review gate.

Quick Start

Run the prod-concept-intake skill with all available source documents and instruct the assistant to write the normalized concept summary into docs/architecture/context-and-goals.md and create the concept-review HUS story.

Frequently Asked Questions about prod-concept-intake

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

FAQPage Schema
How do I normalize scattered product briefs and stakeholder notes into a single discovery snapshot?▼

To normalize scattered inputs, the skill consolidates briefs, research, and notes into a unified context-and-goals document, capturing problem framing, outcomes, assumptions, and risks for concept review.

What is the best way to label assumptions and contradictions during project onboarding?▼

Labeling assumptions and contradictions during onboarding involves marking unknowns explicitly as QUESTION, ASSUMPTION, RISK, or CONFLICT, then surfacing targeted human review questions before architecture work proceeds.

How do I create a context-and-goals artifact from mixed-source documents for early architecture phases?▼

Creating a context-and-goals artifact from mixed-source documents requires extracting goals, actors, and constraints into a normalized narrative, producing a structured summary and glossary for the concept-review gate.

Can I use this normalization process for risk analysis when project inputs are incomplete?▼

Yes, this normalization process supports risk analysis by extracting and labeling uncertainties from incomplete inputs, generating a HUS-* review story to request human decisions on visible conflicts and assumptions.

Does the discovery snapshot generation require human review before architecture proceeds?▼

Yes, discovery snapshot generation requires human review; it produces a HUS-* concept-review story and preserves original headers to ensure stakeholders validate labeled uncertainties before architecture work begins.

When do I need to consolidate mixed-source documents using a product brief normalization skill?▼

You need to consolidate mixed-source documents using product brief normalization during onboarding and early architecture phases when scattered research notes and briefs must be unified for a concept-review gate.

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