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/aholo-site/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/aholo-site)<a href="https://agentmods.dev/skills/manycoretech/aholo-viewer/aholo-site"><img src="https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/aholo-site/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/aholo-site"><img src="https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/aholo-site.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 | $0.00069 | $0.00459 |
| Opus 5.5 | $0.00028 | $0.00184 |
| Sonnet 5.5 | $0.00014 | $0.00092 |
| Haiku 4.5 | $0.00007 | $0.00046 |
Grade A, and why
aholo-site 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
Aholo Site
Own the website shell and Playground integration. Do not own renderer source or example content pairs.
Owns
- Astro routes, layouts, flat feature components, utilities, i18n, and site content under
website/. - Examples page chrome and preview layout, not
website/src/content/examples/*.jsonor*.ts. - Client render runtime under
website/src/client/, camera/control integration, inspector, presets, and URL state. - Playground shell in
website/src/components/PlaygroundShell.astroand browser entry inwebsite/src/client/playground.ts. - Scoped styles:
theme.css,global.css,site.css,home.css,examples.css,docs.css,playground.css.
Boundaries
- Keep Monaco route-local through
website/src/components/PlaygroundShell.astro; keep Playground browser entry inwebsite/src/client/playground.ts. - Preserve Playground URL params:
exampleandcode. - Keep render runtime implementation in
website/src/client/render-runtime.tsand runner contract inwebsite/src/client/render-runtime.d.ts. - Keep renderer type hints sourced from
packages/renderer/dist/index.d.ts. - Keep
website/src/content.config.tsfocused on Astro collections; manual pages are loaded throughwebsite/src/utils/manual.ts. - Keep feature selectors out of
global.css. - Do not modify renderer public exports.
- Do not hand-edit
website/.generated/api/. - Use
aholo-examplesfor example JSON/TS source pairs.
Design
- Keep the site simple, refined, spacious, and tool-like.
- Keep homepage first-screen interactive renderer true fullscreen and resize the renderer after entering or exiting.
Validate
pnpm.cmd check:website
Use pnpm.cmd check when renderer declarations or package output are involved.
What ships with it
1 file 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 · 42 lines · 69 tokens per session scan A 89c2a02b7b69
aholo-site is a skill published in the GitHub repository manycoretech/aholo-viewer (1,119 stars, last pushed yesterday), licensed MIT. It adds 69 tokens to every session and 459 once invoked, about $0.0003 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.
aholo-site compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aholo-sitemanycoretech/aholo-viewer | Skill | 1.1k | yesterday | MIT | A | 69 | Codex |
| supersplatznlgis/opengis-skills | Skill | 76 | 10d ago | MIT | A | 75 | Claude Code, Codex |
| 3d-skillsznlgis/opengis-skills | Skill | 76 | 10d ago | MIT | A | 100 | Claude Code, Codex |
| unreal-mcpNousResearch/hermes-agent | Skill | 261k | yesterday | MIT | A | 17 | Claude Code, Codex |
| sceneview-websceneview/sceneview | Skill | 1.4k | yesterday | Apache-2.0 | A | 147 | Codex |
| sceneviewsceneview/sceneview | Skill | 1.4k | yesterday | Apache-2.0 | A | 156 | Codex |
| fluidcad-from-drawingFluid-CAD/FluidCAD | Skill | 693 | yesterday | MIT | A | 114 | Claude Code, Codex |