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 skills add liucongg/liucong-skills --skill design-led-website-buildergit clone --depth 1 https://github.com/liucongg/liucong-skillsWrote 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/liucongg/liucong-skills/design-led-website-builder)<a href="https://agentmods.dev/skills/liucongg/liucong-skills/design-led-website-builder"><img src="https://agentmods.dev/badge/skills/liucongg/liucong-skills/design-led-website-builder/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/skills/liucongg/liucong-skills/design-led-website-builder"><img src="https://agentmods.dev/badge/skills/liucongg/liucong-skills/design-led-website-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00107 | $0.01233 |
| Opus 5 | $0.00053 | $0.00616 |
| Sonnet 5 | $0.00021 | $0.00247 |
| Haiku 4.5 | $0.00011 | $0.00123 |
Grade A, and why
design-led-website-builder 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 12d 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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design Led Website Builder
A short brief is enough. Lock intent, wait, research that job, hunt materials, then build. Ask at most once.
Typical input: who they are, why the site exists, what it must show. Also accept a brand kit, a named style, a reference URL, or a screenshot.
This document is English. Talk to the user in their language. Ask_user options follow the user's language.
People arrive differently. Some bring a brand. Some bring a name and a few pieces of content. Same pipeline; different raw material. Read intake.
Pipeline (do not reorder)
- Ingest the brief and notice the raw material (brand / no brand / a reference).
- Lock intent before any research. If the brief can mean more than one product, send one
ask_userround and stop until they reply. If intent is already singular, skip. - Research live sites that match the locked intent. Read research pass.
- Hunt materials in the same research turn. Read visual evidence and assets. Find licensed or generated textures, open art, and editorial images. Do not ship a type-only page.
- Return 8–12 lines: direction, three site references, materials sourced, what you will not copy, what you will build.
- Build in the same turn. Read brief to direction, visual craft, design-to-build.
- Verify with the quality rubric.
Do not substitute a schedule, dossier, or interview for the website. Do not keep operating and asking at the same time.
Stop conditions (hard)
At most one question round in the whole job (plus a later rights question only if you are about to publish someone else’s photo or a real price).
If you already asked once, the next move is research or code.
1. Ingest — two kinds of raw material
| They brought | What you do |
|---|---|
| A brand — name, logo, colors, existing site, guidelines | Keep it. After intent is locked, research peers in that category. Do not invent a second identity. |
| No brand — a person or project, some content, maybe a taste cue | After intent is locked, invent a distinctive system from purpose + content + cue. Do not stall for a brand kit. |
What ships with it
28 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/openai.yaml 394 B
- assets/e2e-fixture/app.js 3.3 KB runs code
- assets/e2e-fixture/index.html 11 KB
- assets/e2e-fixture/styles.css 18 KB
- pyproject.toml 358 B
- references/brief-to-direction.md 6.6 KB
- references/design-taxonomy.md 6.1 KB
- references/design-to-build.md 6.3 KB
- references/example-audit-gionatan-nese.md 3.7 KB
- references/example-dossier-ai-research.yaml 21 KB
- references/example-reference-pass-ai-research.md 9.1 KB
- references/example-thin-brief.md 5.5 KB
- references/forward-tests.yaml 12 KB
- references/intake.md 3.9 KB
- references/quality-rubric.md 5.1 KB
- references/research-pass.md 4.7 KB
- references/site-audit-protocol.md 5.4 KB
- references/site-catalog.yaml 15 KB
- references/visual-craft.md 7.0 KB
- references/visual-evidence-and-assets.md 13 KB
- scripts/audit_vertical_slice.py 8.5 KB runs code
- scripts/catalog.py 15 KB runs code
- scripts/check_lighthouse.py 5.3 KB runs code
- scripts/test_vertical_slice.py 6.7 KB runs code
- scripts/validate_dossier.py 11 KB runs code
- scripts/validate_skill.py 10 KB runs code
- scripts/with_server.py 2.1 KB runs code
- uv.lock 43 KB
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.
- 12d ago First seen · 88 lines · 107 tokens per session scan A ca3e2b17f327
design-led-website-builder is a skill published in the GitHub repository liucongg/liucong-skills (246 stars, last pushed 4d ago), licensed Apache-2.0. It adds 107 tokens to every session and 1,233 once invoked, about $0.0005 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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