Use after requirements are approved to run the one-pass Pencil or Figma workflow that creates visual boards, exports images, records approval, and hands off to implementation gates.
SkillScore88Maintained
Automatic
◆Design & UX Review pack
Last verified 9/1/2026
What it changes
Passed 18 of 21 test cases with the skill, and 14 of 21 without it.
Without skill67%
With skill88%
Checks it passed that the model alone missed
block
00-stage.json
include_schema: true
and 4 more in the full report
7 fixed14 passed either way1 still failing2 broke
Pass-rate lift
+21 pp
Tokens
-27%
Agent turns
0%
Response time
-51%
Model gemini-3.6-flashMeasured 9/1/2026v121 of 24 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
When preparing input artifacts for the theme-customizer visual orchestration task, which specific markdown file in the requirement folder provides the confirmation plan?
What was checked, without and with the skill
Checked
Without skill
With skill
10-visual-confirmation-plan.md
Missed
Passed
case-14 · gemini-3.6-flash · 9/1/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md42 linessingle file
Visual Design Orchestrator
This skill coordinates the design-tool execution path. It does not replace user approval or visual evidence review; it makes the steps explicit and repeatable.
Input Artifacts
00-stage.json
10-visual-confirmation-plan.md
Product, IA, interaction, state, visual, HeroUI, and acceptance contracts
Build a VillageSQL extension end-to-end using the 7-phase persona-driven workflow: requirements, feasibility, scaffold, implementation, CTO review, UAT, and documentation. Supports C++ (default) and Rust implementations. Discovers the current VEF API from live SDK sources during Phase 1 feasibility and Phase 2 bootstrap — no hardcoded API names. Works from any directory.