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 LaohuAD/laohu-ai-visual --skill laohu-art-directiongit clone --depth 1 https://github.com/LaohuAD/laohu-ai-visualWrote 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/laohuad/laohu-ai-visual/laohu-art-direction)<a href="https://agentmods.dev/skills/laohuad/laohu-ai-visual/laohu-art-direction"><img src="https://agentmods.dev/badge/skills/laohuad/laohu-ai-visual/laohu-art-direction/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/laohuad/laohu-ai-visual/laohu-art-direction"><img src="https://agentmods.dev/badge/skills/laohuad/laohu-ai-visual/laohu-art-direction.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 | $0.00076 | $0.07986 |
| Opus 5 | $0.00038 | $0.03993 |
| Sonnet 5 | $0.00015 | $0.01597 |
| Haiku 4.5 | $0.00008 | $0.00799 |
Grade A, and why
laohu-art-direction 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 today.
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.
The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What ships with it
37 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 281 B
- references/01_题材视觉证据与相邻类型边界.md 17 KB
- references/02_风格先验与结果图美术锚点.md 11 KB
- references/03_参考图证据与视觉形式转译.md 17 KB
- skills/laohu-color-design/agents/openai.yaml 234 B
- skills/laohu-color-design/references/专业判断与编译.md 3.3 KB
- skills/laohu-color-design/SKILL.md 1.9 KB
- skills/laohu-compositing/agents/openai.yaml 212 B
- skills/laohu-compositing/references/专业判断与编译.md 2.9 KB
- skills/laohu-compositing/SKILL.md 2.0 KB
- skills/laohu-composition/agents/openai.yaml 215 B
- skills/laohu-composition/references/专业判断与编译.md 3.2 KB
- skills/laohu-composition/SKILL.md 1.9 KB
- skills/laohu-illustration/agents/openai.yaml 210 B
- skills/laohu-illustration/references/专业判断与编译.md 3.9 KB
- skills/laohu-illustration/SKILL.md 2.1 KB
- skills/laohu-information-design/agents/openai.yaml 231 B
- skills/laohu-information-design/references/专业判断与编译.md 3.4 KB
- skills/laohu-information-design/SKILL.md 1.9 KB
- skills/laohu-layout-design/agents/openai.yaml 232 B
- skills/laohu-layout-design/references/02_日本版面与文字空间机制.md 15 KB
- skills/laohu-layout-design/references/专业判断与编译.md 2.9 KB
- skills/laohu-layout-design/SKILL.md 2.1 KB
- skills/laohu-light-shadow/agents/openai.yaml 240 B
- skills/laohu-light-shadow/references/04_叙事灯光与光源因果.md 8.9 KB
- skills/laohu-light-shadow/references/专业判断与编译.md 3.0 KB
- skills/laohu-light-shadow/references/作品级光影判断.md 1.1 KB
- skills/laohu-light-shadow/SKILL.md 2.2 KB
- skills/laohu-material-design/agents/openai.yaml 231 B
- skills/laohu-material-design/references/专业判断与编译.md 3.0 KB
- skills/laohu-material-design/SKILL.md 1.9 KB
- skills/laohu-photography/agents/openai.yaml 212 B
- skills/laohu-photography/references/专业判断与编译.md 3.1 KB
- skills/laohu-photography/SKILL.md 2.0 KB
- skills/laohu-typography/agents/openai.yaml 253 B
- skills/laohu-typography/references/专业判断与编译.md 2.9 KB
- skills/laohu-typography/SKILL.md 1.9 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.
- today Changed · +12 lines 389048f8702a
- 2d ago Changed 389a79b5267b
- 4d ago Changed · +24 lines f62e7d0ceb90
- 8d ago First seen · 230 lines · 76 tokens per session scan A af25b22c5b23
laohu-art-direction is a skill published in the GitHub repository LaohuAD/laohu-ai-visual (22 stars, last pushed yesterday), with no licence file. It adds 76 tokens to every session and 7,986 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 2026-09-04.
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