Representation Probe Designer
- 37 installs
- 1 repo stars
- Updated July 31, 2026
- jurgendn/agent-skills
Helps with design & ui/ux tasks.
About
representation-probe-designer is a Claude Code skill for design & ui/ux. It helps solo builders move faster with AI-assisted development.
- representation-probe-designer
- Design & UI/UX
- AI-coding skill
Representation Probe Designer by the numbers
- 37 all-time installs (skills.sh)
- Ranked #1,293 of 1,880 Design & UI/UX skills by installs in the Skillselion catalog
- Data as of Aug 2, 2026 (Skillselion catalog sync)
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| Installs | 37 |
|---|---|
| repo stars | ★ 1 |
| Last updated | July 31, 2026 |
| Repository | jurgendn/agent-skills ↗ |
What it does
Helps with design & ui/ux tasks.
Files
Representation Probe Designer
Probe structure, not just outputs.
Workflow
1. Define the representation and target property. 2. Choose minimal probes: linear probe, nearest-neighbor, clustering, retrieval, or collapse diagnostic. 3. Add controls for trivial cues. 4. Define what would count as meaningful structure. 5. Recommend the smallest informative probe set.
Rules
- A probe is evidence, not full explanation.
- Control for capacity and leakage.
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