Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/educlopez/ui-craft/critiquenpx skills add educlopez/ui-craft --skill critiquegit clone --depth 1 https://github.com/educlopez/ui-craftWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/educlopez/ui-craft/critique)<a href="https://agentmods.dev/skills/educlopez/ui-craft/critique"><img src="https://agentmods.dev/badge/skills/educlopez/ui-craft/critique.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00084 | $0.01072 |
| Opus 5 | $0.00042 | $0.00536 |
| Sonnet 5 | $0.00017 | $0.00214 |
| Haiku 4.5 | $0.00008 | $0.00107 |
Grade A, and why
critique scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Context: this sub-skill is one lens of the broader ui-craft skill. If the ui-craft skill is also installed, read its SKILL.md first for Discovery + Anti-Slop + Craft Test, then apply the specific lens below.
Critique the UI at $ARGUMENTS through a design lens. Load the ui-craft skill.
Step 0: Visual capture (mandatory)
Code-only review is insufficient. Every audit/critique starts with the surface as the user sees it. Try the following in order; use the first one available:
- Playwright MCP — if
playwrightMCP server is available, use it. Capture full-page screenshots at three viewports: desktop (1280×800), tablet (768×1024), mobile (375×812). Capture dark mode if the app supports it. - Browser DevTools / Chrome MCP — second choice; same viewport set.
- Other browser automation (
agent-browser,cursor-ide-browser) — third choice. - Ask the user — last resort. If no automation is available, request screenshots from the user before proceeding. Be specific:
- "Visual review needs screenshots. Please provide:
- Full-page at 1280px (desktop)
- Full-page at 768px (tablet)
- Full-page at 375px (mobile)
- Dark mode of each, if supported."
- "Visual review needs screenshots. Please provide:
Do not begin the review until visuals are captured or provided. State this explicitly to the user when no automation succeeds — don't silently fall back to code-only review.
If the user declines to provide screenshots, run a code-only pass and clearly mark the report [CODE-ONLY REVIEW — visual issues not assessed] at the top so the limitation is explicit.
Knob awareness (CRAFT_LEVEL sets the bar for what counts as "needs work"):
CRAFT_LEVEL 3→ flag only anti-slop Critical items. Skip Minor polish.CRAFT_LEVEL 5-7→ flag Critical + Major. Mention Minor polish as optional.CRAFT_LEVEL 9+→ flag everything, including Minor polish and missing signature detail.
Run these lenses in order:
- Anti-Slop Test (from SKILL.md): flag every item present. Critical first (ALL CAPS, purple gradients, identical card grids, bounce easing, emoji icons, glassmorphism + neon). Then major (colored pills on trends, thick colored borders, uniform radii, gradient text, walls of text). Then minor (straight quotes, missing
tabular-nums, generic CTAs). - Craft Test (from SKILL.md): where does the design fall short of "one accent, 3-5 placements; plain secondary text for comparisons; functional color only; every section earns its space"?
- Hierarchy: can the user tell what's primary, secondary, tertiary at a glance? Or does everything shout equally?
- Clarity: is the value prop legible in 5 seconds? Are CTAs specific (not "Learn more")?
- Signature detail: is there one memorable element that makes this feel designed, not assembled? If not, suggest one (motif, layout break, custom marker, distinctive hover).
- Inspiration gap — read
references/inspiration.md: which observed pattern from the archetypes / signature details applies here, and how does the current state diverge from it?
Output format — the Review Format table:
| Before | After | Why |
|---|
Prioritize by impact, not by file order. End with a one-paragraph summary of the top 3 changes that would raise this from "AI-generated" to "designed".
Do NOT edit code. This is a critique.
Close with a Craft Report (references/review.md → Craft Report) as the final wrapper around the findings table and top-3 summary — Checked names the lenses actually run (Anti-Slop, Craft Test, Hierarchy, Clarity, Signature, Inspiration gap) and at what CRAFT_LEVEL bar, Passed carries whatever held up under those lenses, Changed stays empty (critique doesn't edit), Left alone covers anything flagged but out of scope, Verdict is the one-sentence state. Produce it even when the surface passes clean — that's the validation the user is asking for.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 56 lines · 84 tokens per session scan A 53b3014230a8
critique is a skill published in the GitHub repository educlopez/ui-craft (313 stars, last pushed 2d ago), licensed MIT. It adds 84 tokens to every session and 1,072 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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