Design Skills Lab
Repeatable thinking for design work.
Two connected skills: one turns research into traceable evidence; the other turns Figma files into actionable findings.
Core workflows written. Validation and edge cases in progress. This is a development estimate, not measured accuracy.
01 / Research workflow
Multi-agent UX research
Focused research roles share one evidence ledger. Every conclusion should connect to a source and a product decision.
- 01
Plan
Frame the brief.
- 02
Explore
Collect sources.
- 03
Listen
Find user signals.
- 04
Synthesize
Connect evidence.
- 05
Report
Shape decisions.
multi-agent-ux-research/SKILL.md
Download draftIllustrative output / Format example
A finding should show how it was reached.
This example demonstrates the intended report structure. It is not a result from a completed research run.
- Input question
- How do technicians resume an interrupted investigation?
- Evidence required
- A source-linked observation showing what context was lost and how the person recovered it.
- Decision supported
- Evaluate whether persistent investigation context addresses the observed interruption. Keep assumptions separate until the evidence supports them.
02 / Connected file review
Figma UI audit
Read the file as a system: interface hierarchy, component consistency and accessibility, with precise locations for each finding.
- 01
Read the file
Locate the selected frame and components.
- 02
Review
Check interface, system and access.
- 03
Record
Attach location, evidence and severity.
- 04
Recommend
Return a specific fix to verify.
figma-ui-audit/SKILL.md
Download draftIllustrative output / Format example
Specific enough to act on.
A sample of the intended finding format, awaiting validation on connected files.
- Location and evidence
- Identify the exact field and its visible label. Link the frame or component so the finding can be inspected.
- Issue
- If a password field repeats “Email ID”, explain how the label conflicts with the expected input.
- Recommended fix and check
- Use a purpose-specific label. Verify the change across reused instances and relevant states.
Build status
The structure is in place.
Calibration comes next.
The draft contains two downloadable skills, research roles, evidence rules and a finding format. Remaining work: connected-file access, human comparison and incomplete-evidence handling.
- 01Affected frame or component
- 02Severity and the rule being evaluated
- 03Evidence linked to a location or source
- 04A recommended fix with a verification step