Aholo Viewer is a renderer for 3D Gaussian Splatting scenes and meshes, using chunked streaming and level-of-detail handling for large 3D data. It is packaged as an npm workspace with documentation and includes skills that help coding agents integrate the renderer.
Borrowing it
Nothing to install: this file belongs to manycoretech/aholo-viewer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/manycoretech/aholo-viewer/master/.codex/skills/frontend-design/SKILL.mdgit clone --depth 1 https://github.com/manycoretech/aholo-viewerWrote 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/manycoretech/aholo-viewer/frontend-design)<a href="https://agentmods.dev/skills/manycoretech/aholo-viewer/frontend-design"><img src="https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/frontend-design/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/manycoretech/aholo-viewer/frontend-design"><img src="https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/frontend-design.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 | $0.00042 | $0.00280 |
| Opus 5.5 | $0.00017 | $0.00112 |
| Sonnet 5.5 | $0.00008 | $0.00056 |
| Haiku 4.5 | $0.00004 | $0.00028 |
Grade A, and why
frontend-design 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 2mo 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.
What it actually says
Frontend Design
Use this local skill for Aholo Viewer website and Playground visual design. Keep implementation consistent with the existing Astro site and scoped CSS architecture.
Direction
- Audience: frontend engineers, SDK docs readers, and product-demo evaluators.
- Product: high-performance 3DGS rendering for web applications.
- Tone: simple, refined, spacious, comfortable, technical, and tool-like.
- Avoid generic AI aesthetics, broad marketing visuals, and overdecorated layouts.
Rules
- Respect existing style layers:
theme.css,global.css,site.css,home.css,examples.css,docs.css,playground.css. - Keep feature-specific selectors out of
global.css. - Use restrained color, typography, spacing, and motion that fit SDK documentation and technical tooling.
- Do not make marketing-style landing sections unless the user explicitly asks.
- Ensure text, controls, canvas surfaces, and panels do not overlap on mobile or desktop.
- Use icons for compact controls when available, and keep repeated tool UI stable in size.
Validate
pnpm.cmd check:website
What ships with it
2 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.
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.
- 2mo ago First seen · 31 lines · 42 tokens per session scan A 4a94471af38e
frontend-design is a skill published in the GitHub repository manycoretech/aholo-viewer (1,119 stars, last pushed yesterday), licensed MIT. It adds 42 tokens to every session and 280 once invoked, about $0.0002 per session on Opus 5.5. 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.
frontend-design compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| frontend-designmanycoretech/aholo-viewer | Skill | 1.1k | yesterday | MIT | A | 42 | Codex |
| furniture-fitpascalorg/editor | Skill | 25k | today | MIT | A | 80 | Claude Code |
| pascal-3dpascalorg/editor | Skill | 25k | today | MIT | A | 92 | Claude Code |
| fluidcad-assemblyFluid-CAD/FluidCAD | Skill | 693 | yesterday | MIT | A | 154 | Claude Code, Codex |
| gen-assemblypartcad/partcad | Skill | 515 | today | Apache-2.0 | A | 111 | Claude Code |
| gen-sketchpartcad/partcad | Skill | 515 | today | Apache-2.0 | A | 201 | Claude Code |
| gen-partpartcad/partcad | Skill | 515 | today | Apache-2.0 | A | 114 | Claude Code |