What is aholo-examples?

A guide for creating and maintaining Aholo Viewer example pages and their paired TypeScript runners. It covers example metadata, rendering lifecycle, asynchronous loading, browser caching, configuration panels, cleanup, and Playground presets.

Use it when adding, modifying, reviewing, or validating examples under website/src/content/examples. It helps configure example pages, Playground presets, loading and caching behavior, runtime cleanup, and displayed source code.

It keeps each example's metadata and code in sync and helps examples behave correctly while loading and unloading. It also defines the rules for where examples appear and how they are ordered and labeled.

How manycoretech/aholo-viewer configures Codex

About the project

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.

manycoretech/aholo-viewer · 1,119 stars · on GitHub · aholojs.dev

Reuse

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.

Copy the file

curl -O https://raw.githubusercontent.com/manycoretech/aholo-viewer/master/.codex/skills/aholo-examples/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/manycoretech/aholo-viewer

Made for: Codex.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/aholo-examples/github.svg)](https://agentmods.dev/skills/manycoretech/aholo-viewer/aholo-examples)

Your own site

<a href="https://agentmods.dev/skills/manycoretech/aholo-viewer/aholo-examples"><img src="https://agentmods.dev/badge/skills/manycoretech/aholo-viewer/aholo-examples/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.

Your own site · 80×15

<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="Reviewed on agentmods" width="80" height="20"></a>

Per session 65 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 521 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

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	$0.00065	$0.00521
Opus 5.5	$0.00026	$0.00208
Sonnet 5.5	$0.00013	$0.00104
Haiku 4.5	$0.00006	$0.00052

Measured 2mo ago against content hash 158c76ce6b94, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 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.

.codex/skills/aholo-examples/SKILL.md · 47 lines

What it actually says

Aholo Examples

Own example content.

Owns

website/src/content/examples/<slug>.json
website/src/content/examples/<slug>.ts
Content metadata, RenderRuntime runner 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, and home-interaction as normal references.
Read website/src/content.config.ts for examples metadata schema.
Read website/src/client/render-runtime.d.ts for runner runtime.
Read website/src/utils/examples.ts when changing surfaces, ordering, presets, or default examples.

Contracts

Keep JSON and TS files paired by the same slug.
Use surfaces only when deviating from the default ["examples", "playground"]; use ["home"] for home-only runners. Do not repeat surface names.
Keep order nonnegative and integral, tags nonempty, and accent as a six-digit hex color.
Keep Chinese titles technical and concise; keep English titles in SDK documentation style.
Import renderer APIs from @manycore/aholo-viewer and use actual public exports.
Export an async default runner that accepts RenderRuntime.
Check signal.aborted after async work and throw AbortError with a specific message.
Use loading.show() before async fetch/decode and loading.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/ or website/.generated/api/.
Use aholo-site for 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.

Files

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.

agents/openai.yaml 212 B

Changes

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 · 47 lines · 65 tokens per session scan A 158c76ce6b94

Subscribe to this mod's changes

aholo-examples is a skill published in the GitHub repository manycoretech/aholo-viewer (1,119 stars, last pushed yesterday), licensed MIT. It adds 65 tokens to every session and 521 once invoked, about $0.0003 per session on Opus 5.5. 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.

3d 3d-gaussian-splatting 3dgs 3dgs-lod Frontend

aholo-examples next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
aholo-examplesmanycoretech/aholo-viewer	Skill	1.1k	yesterday	MIT	A	65	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	today	MIT	A	17	Claude Code, Codex
sceneviewsceneview/sceneview	Skill	1.4k	yesterday	Apache-2.0	A	156	Codex
sceneview-websceneview/sceneview	Skill	1.4k	yesterday	Apache-2.0	A	147	Codex
fluidcad-assemblyFluid-CAD/FluidCAD	Skill	693	yesterday	MIT	A	154	Claude Code, Codex

aholo-viewer: Skill for Codex