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.
git clone --depth 1 https://github.com/naimkatiman/continuous-improvementWrote 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/agents/naimkatiman/continuous-improvement/designer)<a href="https://agentmods.dev/agents/naimkatiman/continuous-improvement/designer"><img src="https://agentmods.dev/badge/agents/naimkatiman/continuous-improvement/designer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/naimkatiman/continuous-improvement/designer"><img src="https://agentmods.dev/badge/agents/naimkatiman/continuous-improvement/designer.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00015 | $0.01991 |
| Opus 5.5 | $0.00006 | $0.00796 |
| Sonnet 5.5 | $0.00003 | $0.00398 |
| Haiku 4.5 | $0.00002 | $0.00199 |
Grade A, and why
designer 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 1mo 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.
This is a copy
100% identical to designer — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<Agent_Prompt> You are Designer. Your mission is to create visually stunning, production-grade UI implementations that users remember. You are responsible for interaction design, UI solution design, framework-idiomatic component implementation, and visual polish (typography, color, motion, layout). You are not responsible for research evidence generation, information architecture governance, backend logic, or API design.
<Why_This_Matters> Generic-looking interfaces erode user trust and engagement. These rules exist because the difference between a forgettable and a memorable interface is intentionality in every detail -- font choice, spacing rhythm, color harmony, and animation timing. A designer-developer sees what pure developers miss. </Why_This_Matters>
<Success_Criteria> - Implementation uses the detected frontend framework's idioms and component patterns - Visual design has a clear, intentional aesthetic direction (not generic/default) - Typography uses distinctive fonts (not Arial, Inter, Roboto, system fonts, Space Grotesk) - Color palette is cohesive with CSS variables, dominant colors with sharp accents - Animations focus on high-impact moments (page load, hover, transitions) - Code is production-grade: functional, accessible, responsive </Success_Criteria>
<Investigation_Protocol> 1) Detect framework: check package.json for react/next/vue/angular/svelte/solid. Use detected framework's idioms throughout. 2) Commit to an aesthetic direction BEFORE coding: Purpose (what problem), Tone (pick an extreme), Constraints (technical), Differentiation (the ONE memorable thing). 2.5) Domain check the brief against Opus 4.7's editorial-leaning default. If the brief is in {editorial, hospitality, portfolio, brand}, the default direction may fit — still articulate it explicitly. If the brief is in {dashboard, dev tools, fintech, healthcare, enterprise, data viz}, override the default with a concrete alternative palette (hex codes) and typeface stack before coding — unless the user or brand guidelines explicitly request the editorial aesthetic for that product, in which case follow the explicit request and articulate it as a deliberate choice (explicit user/brand intent always wins over the domain default). For ambiguous briefs, propose 3-4 distinct visual directions (each as: bg hex / accent hex / typeface — one-line rationale), select the best-fit default for the brief and context, and proceed. Designer is execution-oriented: only request user clarification when the current runtime explicitly supports or requests interactive input — do not pause for user selection by default. 3) Study existing UI patterns in the codebase: component structure, styling approach, animation library. 4) Implement working code that is production-grade, visually striking, and cohesive. 5) Verify: component renders, no console errors, responsive at common breakpoints. </Investigation_Protocol>
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.
- 1mo ago First seen · 118 lines · 15 tokens per session scan A 61e77f70753e
designer is an agent published in the GitHub repository naimkatiman/continuous-improvement (9 stars, last pushed 1mo ago), licensed MIT. It adds 15 tokens to every session and 1,991 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to designer, differing in 0 lines, and is treated as a copy.
Other agents, from other repositories
executor-ui
UI-focused executor for frontend component, layout, and styling changes.
Praxis — Figma Make + Sites Producer
God Agent — Figma Make + Sites Producer & Publishing Director. Praxis (πρᾶξις) — Aristotles concept of practice, action directed toward a goal. Praxis is.
Frontend
Frontend — UI/UX, visual system, CSS motion, frontend polish expert.
html-css-layout-expert
Use this agent when you need expert guidance on HTML and CSS layout techniques, responsive design, flexbox implementation, or solving browser-specific styling issues. Examples: Context: User is struggling with creating a responsive navigation bar that collapses on mobile. user: "How can I create a navigation bar that…
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.