lookdev
Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose & media, instead of guessing values or shipping a static comparison grid.
Design & UXannotationdesignlookdevstudiotuninguivisual-eval
When to Use
Use when the user says "lookdev", or asks to tune / dial in / iterate on the look of something, compare variations by feel, or review / edit / annotate a blog post, doc, copy, or media set. Use whenever "show me, I'll pick" beats asking the user to specify a number, and whenever you'd otherwise hand back a static grid or a wall of prose for review.
_Source: connerkward/lookdev-studio-skill (MIT)._
Lookdev
When the user says "lookdev" — or any of: tune, dial in, iterate on the look of, compare variations of, let me adjust, let me edit/annotate/mark up, review this post/doc/copy — they mean build an interactive in-browser tool the user directly manipulates. Not a static grid of N variations. Not a Q&A where they specify numbers. Not a wall of prose they're asked to read and reply to in chat. A real-time studio where they act on the artifact and the change is captured.
Two studio shapes — pick by what's being tuned:
- Visual-parameter lookdev — the artifact's look is set by numbers/choices (color, type, layout, image treatment, animation, 3D). Controls = sliders, pickers, drag handles. This is the bulk of this skill (below).
- Text & media lookdev — the artifact is a document, blog post, copy, or media set and the user is editing/curating it: rewriting sentences, cut
Subscribers only
The full skill, its 1 bundled files and every download is included with every paid Complete AI plan.
Details
| Source | connerkward/lookdev-studio-skill |
|---|---|
| License | MIT |
| Risk label | safe ("critical" means the skill may run commands or touch files — read before use) |
| Files | SKILL.md |
| Added | 2026-06-16 |
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