agf-design-discipline
Use when uiux-designer is about to produce a design spec (spec.md) or static HTML prototype, or frontend-dev is about to build UI from a design. Provides the anti-AI-slop design discipline layer — Brief Inference (Design Read), three aesthetic dials tuned for product UI, AI Tells blacklist with overrides, mechanically-checkable Pre-Flight. Sits above the token layer (DESIGN.md) and mechanical review (code-reviewer); does not redeclare tokens or guide non-shadcn design systems. Inspired by taste-skill, cropped for AGF product UI per ADR-013.
Profile →npx skills add pcliangx/AppGenesisForge --skill agf-design-discipline --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 设计纪律（agf-design-discipline） > AGF 设计治理的**第三层**：审美判断。与 token 层（[`docs/design/DESIGN.md`](../../../docs/design/DESIGN.md)）、机械审查层（[`code-reviewer.md`](../../agents/code-reviewer.md) 设计 token 审查项）正交。本 skill **不重声明 token、不做 grep、不引导非 shadcn 设计系统** —— 只管"设计方向与审美判断"。治理背书 [ADR-013](../../../docs/adr/013-design-discipline-layer.md)。 ## Use this skill when - uiux-designer 即将产出 feature `spec.md` 或 `index.h
What does the agf-design-discipline skill do?
Use when uiux-designer is about to produce a design spec (spec.md) or static HTML prototype, or frontend-dev is about to build UI from a design. Provides the anti-AI-slop design discipline layer — Brief Inference (Design Read), three aesthetic dials tuned for product UI, AI Tells blacklist with overrides, mechanically-checkable Pre-Flight. Sits above the token layer (DESIGN.md) and mechanical review (code-reviewer); does not redeclare tokens or guide non-shadcn design systems. Inspired by taste-skill, cropped for AGF product UI per ADR-013.
How do I install it?
Run `npx skills add pcliangx/AppGenesisForge --skill agf-design-discipline --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From pcliangx/AppGenesisForge, a repository with 359 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.