User Value Articulation

User Value Articulation is an AI Engineering skill for Claude Code, published by mattgierhart in PRD-driven-context-engineering.

182 stars10 forkson mattgierhart/PRD-driven-context-engineeringAdded 2026/09/07Repository updated 2026/08/31

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agent-skillsagentic-codingai-agentsai-assistedclaudeclaude-codeclaude-code-skillscontext-engineeringdeveloper-toolsprdproduct-developmentproduct-managementproductivityspec-driven-developmenttemplatesworkflow

Install in seconds

Install User Value Articulation

Copy User Value Articulation into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/mattgierhart/PRD-driven-context-engineering/tree/main/.claude/skills/prd-v01-user-value-articulation ~/.claude/skills/prd-v01-user-value-articulation

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/mattgierhart/PRD-driven-context-engineering.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills/prd-v01-user-value-articulation/SKILL.md in mattgierhart/PRD-driven-context-engineering
Installs to: ~/.claude/skills/prd-v01-user-value-articulation
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 3475 skills

What User Value Articulation does

User Value Articulation transforms validated pain points into quantified value statements for PRD v0.1. It is used after problem framing to turn CFD pain entries into value hypotheses with evidence tiers and MVP scope signals.

User Value Articulation is cataloged under AI Engineering on DirSkills. User Value Articulation comes from a repository tagged agent-skills, agentic-coding, ai-agents, ai-assisted and claude.

Documentation

README

Excerpt

User Value Articulation Skill

Transform validated pain points into evidence-anchored value statements.

Workflow Position

Problem Framing → User Value Articulation → v0.2 Market Definition
     (pain)              (value)                  (who cares most)

Consumes

This skill requires prior work from v0.1:

**CFD-* entries (pain points, from Problem Framing) — Evidence for what problems users face
PRD.md Why section (problem statement table) — Context for pain-to-value transformation

This skill assumes v0.1 Problem Framing is complete.

Produces

This skill creates/updates:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about User Value Articulation

What else does mattgierhart publish alongside User Value Articulation?
User Value Articulation is one of 25 skills that DirSkills catalogs from mattgierhart/PRD-driven-context-engineering, the repository it ships in. Its siblings there include Architecture Design, Competitive Landscape Mapping and Environment Setup. Each one is a separate skill with its own page in this directory, installs the same way User Value Articulation does, and is maintained by mattgierhart in that same repository. The rest of the collection is listed on the mattgierhart/PRD-driven-context-engineering page.
How does User Value Articulation compare to other AI Engineering skills?
User Value Articulation ranks #3083 by stars among the 3475 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of User Value Articulation against them. Open each page to compare what they document and how they install.