DAMC

AI-Era Value Assessment · Know Your Worth

One skill scans your AI setup and Git history, quantifying where you stand in the Agent era across 4 dimensions.

Scan me freeLearn more →
npx skills add Jayden72Huang/damc-skill -g -y --agent claude-code
Grade A
Agent Era Assessment
Skill Certificate
This certifies that
@Jayden72Huang
has been assessed as
🏆AI Architect
D
78
Distillation
A
65
Anti-Distill
M
85
AI Mastery
C
72
Career
75
Overall
75 /100
Top 8% of builders
2026-05-25
No. DAMC-2026-00042
damc.space
01What is DAMC

DAMC is a personal value model for the AI era. One command scans your local dev environment, AI tooling, and Git history to quantify where you stand across 4 dimensions.

D
Distillation Value
Distillation Value

Is your experience worth distilling into an AI Skill? Measures how codifiable your methods, expertise, and workflows are.

Weight: 25%
A
Anti-Distillation
Anti-Distillation

Which of your abilities can AI never take? Creativity, EQ, cross-domain thinking, judgment under ambiguity — the moats that stay human.

Weight: 30%
M
AI Mastery
AI Mastery

How well do you command AI tools? Quantified from real data in your .claude/ config, Skills, MCP, and automation.

Weight: 25%
C
Career Compass
Career Compass

A cross-analysis of your D/A/M dimensions that maps you to the AI-era path and archetype that fit you best.

Weight: 20%
02How to Use
Works with Claude Code · Codex · Cursor · Windsurf · Trae · Tongyi Lingma · MarsCode · CodeGeeX · Comate · Continue · Aider · WorkBuddy
01
Install the Skill

Install the DAMC assessment Skill with one command (defaults to Claude Code).

npx skills add Jayden72Huang/damc-skill -g -y --agent claude-code
02
Run the scan

Type /damc in any project directory to auto-scan all your AI Agent environments.

/damc
03
Get your report

Get your 4-dimension scores + archetype instantly in the terminal. Upload to damc.space to unlock the full analysis.

038 archetypes — which one are you?

DAMC sorts you into 8 archetypes from the highs and lows of three dimensions: D (Distillation Value) = how easily AI can learn your work; A (Anti-Distillation) = how many abilities AI can't take; M (AI Mastery)= how fluent you are with AI. Find your archetype and you'll know where to push.

AI Architect
🏆
AI Architect
D↑ A↑ M↑
All-rounder — commands AI and brings irreplaceable core skills
Dormant Expert
🎯
Dormant Expert
D↑ A↑ M↓
Deep expertise — unstoppable once you learn to wield AI
Efficiency Beast
⚡
Efficiency Beast
D↑ A↓ M↑
Lightning-fast with AI, but missing an irreplaceable edge
Danger Zone
🚨
Danger Zone
D↑ A↓ M↓
Easily automated work, and not yet leveraging AI
AI-Native Creator
🌟
AI-Native Creator
D↓ A↑ M↑
An AI-era creator who amplifies unique creativity with AI
Uncut Diamond
💎
Uncut Diamond
D↓ A↑ M↓
Rare talent that hasn't been uncovered and scaled yet
AI Operator
🔧
AI Operator
D↓ A↓ M↑
Handy with AI tools but lacks depth — replaceable by cheaper hands
Explorer
📚
Explorer
D↓ A↓ M↓
Just starting to explore the AI world — limitless potential
04Why DAMC

Others give you a vague "AI score." DAMC breaks it into 22 sub-dimensions and tells you which workflows to hand to AI, which abilities are your moat, and what to practice next. One scan to see exactly where you stand in the AI era.

D · Distillation Value78/100
Expertise
82
Methodology
65
Codifiability
88
Standardization
72
Demand
83
💡Codifiability is your strongest sub-item — your workflows are highly structured and ideal for distilling.
05Ecosystem

DAMC is more than a one-time test. Around your results we built two follow-on layers — a skill marketplace and team collaboration — so your assessment actually creates value.

🏪

SeKill Marketplace

Scan your local Claude Code Skills and let AI value each one with a SeKill Score. High-scoring Skills can be listed in one click so others pay to use your workflows.

  • Auto-scan and value local Skills
  • SeKill Score for commercial potential
  • List in one click — share or sell
Browse marketplace →
👥

Team Rankings & Collaboration

Create or join a team and pool every member's DAMC score into one leaderboard. See who's the AI pro on your team and learn from each other's top Skills.

  • Create a team and invite members
  • Compare DAMC rankings within the team
  • Share and learn from top Skills
View leaderboard →

Ready to see
the real you?

npx skills add Jayden72Huang/damc-skill -g -y --agent claude-code

Claude Code users: install, then type /damc to start

Other Agent? Run git clone https://github.com/Jayden72Huang/damc-skill.git, then say "Read SKILL.md and run it"