Feature · capability heatmap

The skills that don't go stale

Tools change every 6 months. Meta-skills don't. RUQA tracks 16 capabilities — prompt design, decision rationale, edge case detection — auto-scored from real outputs.

team capability heatmap7 engineers · 16 capabilities

capability	JY	MJ	JH	SY	DY	HN	JW
Prompt
System
Decision
Edge case
Eval
Coaching

The principle

Stop self-rating, start measuring

Self-rated skills are wrong. Output-derived capabilities are real. RUQA scores every output for the capabilities it exercises — no surveys, no inflation, no Dunning-Kruger.

Thinking

·Prompt design
·System decomposition
·Decision rationale
·Edge case detection
·Risk mapping
·Eval design

Communication

·User interview synthesis
·Spec writing
·Tech writing
·Decision documentation

Execution

·AI automation design
·Experiment design
·Data analysis
·Prototyping

Leadership

·Coaching
·Project prioritization

What it unlocks

Decisions you can finally make with data

Coaching priorities

See which capability the team is weakest at — coach there first.

Project staffing

Match capability needs to people. Stop staffing by hunch.

Hiring signal

Capability scores from interview work samples predict 6-month performance.

See your team's real skills.

View capability heatmap