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.
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 agentmods add skills/manycoretech/aholo-viewer/aholo-examplesnpx skills add manycoretech/aholo-viewer --skill aholo-examplesgit 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-examples)<a href="https://agentmods.dev/skills/manycoretech/aholo-viewer/aholo-examples"><img src="https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/aholo-examples.svg" alt="Measured on agentmods" 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 | $0.00065 | $0.00521 |
| Opus 5 | $0.00032 | $0.00260 |
| Sonnet 5 | $0.00013 | $0.00104 |
| Haiku 4.5 | $0.00006 | $0.00052 |
Grade A, and why
aholo-examples 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 5d 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 Examples
Own example content.
Owns
website/src/content/examples/<slug>.jsonwebsite/src/content/examples/<slug>.ts- Content metadata,
RenderRuntimerunner lifecycle, async loading, IndexedDB caching, config panels, and cleanup. - Source code that appears as a Playground preset.
References
- Use
splatting-basic,splatting-lod-stream,3d-buffer-geometry,3d-point-light, andhome-interactionas normal references. - Read
website/src/content.config.tsfor examples metadata schema. - Read
website/src/client/render-runtime.d.tsfor runner runtime. - Read
website/src/utils/examples.tswhen changing surfaces, ordering, presets, or default examples.
Contracts
- Keep JSON and TS files paired by the same slug.
- Use
surfacesonly when deviating from the default["examples", "playground"]; use["home"]for home-only runners. Do not repeat surface names. - Keep
ordernonnegative and integral,tagsnonempty, andaccentas a six-digit hex color. - Keep Chinese titles technical and concise; keep English titles in SDK documentation style.
- Import renderer APIs from
@manycore/aholo-viewerand use actual public exports. - Export an async default runner that accepts
RenderRuntime. - Check
signal.abortedafter async work and throwAbortErrorwith a specific message. - Use
loading.show()before async fetch/decode andloading.hide()only after the scene is ready. - Return a cleanup function that removes scene objects and destroys created GPU resources.
Boundaries
- Do not change renderer public exports. Surface the need instead.
- Do not edit
packages/renderer/dist/orwebsite/.generated/api/. - Use
aholo-sitefor examples page chrome, Playground shell, client render runtime, or style work.
Validate
- Metadata-only:
pnpm.cmd check:content. - Runner or website integration:
pnpm.cmd check:website. - Renderer API/package interaction:
pnpm.cmd check.
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.
- 5d ago First seen · 47 lines · 65 tokens per session scan A 158c76ce6b94
aholo-examples is a skill published in the GitHub repository manycoretech/aholo-viewer (1,042 stars, last pushed yesterday), licensed MIT. It adds 65 tokens to every session and 521 once invoked, about $0.0003 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.
Other skills, from other repositories
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3d-skills
Use when working with 3D Gaussian Splatting (3DGS), .ply model cleanup/compression/publishing, interactive 360-degree panorama visualization and virtual tours, AEC/BIM 3D data processing, or CSG solid modeling. Index of 5 skills: SuperSplat, Photo-Sphere-Viewer, Ara3D-SDK, Elements, and OpenCSG.NET.
unreal-mcp
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open-pr2
Open or update a pull request on pascalorg/editor with a plain-language issue-and-fix description based on the full branch diff. Use only when the user explicitly asks for OpenPR2 or /open-pr2.
sceneview
Build 3D and AR apps with the SceneView SDK in Jetpack Compose, SwiftUI (iOS/macOS/visionOS via SceneViewSwift), Web (Filament.js), Flutter and React Native. Use whenever the user asks for "3D in Compose", "AR with ARCore in Compose", a model viewer, or any cross-platform 3D/AR app where the dependency is…
pc-ci-dependency-bot
Sweep the open dependency-bot pull requests once - rebase the stale ones, re-trigger infrastructure failures, and merge the green patch and minor updates. Use when the user wants to baby sit, unblock, or push through pending dependabot pull requests, and on each firing of a /loop that watches them.