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/AGENTS.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/instructions/manycoretech/aholo-viewer/agents-md)<a href="https://agentmods.dev/instructions/manycoretech/aholo-viewer/agents-md"><img src="https://agentmods.dev/badge/instructions/manycoretech/aholo-viewer/agents-md/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/instructions/manycoretech/aholo-viewer/agents-md"><img src="https://agentmods.dev/badge/instructions/manycoretech/aholo-viewer/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00900 | $0.00900 |
| Opus 5.5 | $0.00360 | $0.00360 |
| Sonnet 5.5 | $0.00180 | $0.00180 |
| Haiku 4.5 | $0.00090 | $0.00090 |
Grade A, and why
aholo-viewer AGENTS.md 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Guide
AI collaboration entrypoint. Keep context small, preserve user changes, and route work to the narrowest project skill.
Modules
- Root:
pnpmworkspace orchestration, validation, release scripts. - Website:
website/Astro routes, layouts, flat feature components, client render runtime, docs pages, Playground, scoped styles. - Examples:
website/src/content/examples/paired example metadata andRenderRuntimerunners. - Renderer:
packages/renderer/source and generated package output. - Scripts:
scripts/submodule prep, renderer build/clean, EGS types, API docs. - Docs:
README.md,docs/, manual pages, manual assets, AI collaboration guidance. - External:
external/egs-coresubmodule workspace package. - Skills:
.codex/skills/project-local collaboration rules.
Skill Routing
aholo-examples: example<slug>.jsonand<slug>.tspairs, includingwalk-demo, metadata schema, runner lifecycle.aholo-site: website shell, page chrome, client render runtime, Playground integration, route-local Monaco, scoped CSS.aholo-renderer: renderer source, public API, declarations, generated dist flow, package/release validation.aholo-docs: README, AGENTS, architecture notes, AI guides, manual copy, bilingual docs.frontend-design: visual direction, responsive UI polish, layout/design review.aholo-viewer: only for cross-module work, scripts, generated docs/build flow, cleanup boundaries, or validation routing.
Hard Boundaries
- Do not overwrite user changes. Start with
git status --short. - Keep edits inside the owning module unless the task explicitly spans modules.
- Do not hand-edit
external/egs-core,website/.generated/api/, orpackages/renderer/dist/. - Do not change
packages/renderer/src/index.tsexports unless asked. - Do not compare the renderer to third-party engines or frameworks unless asked.
Website 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 examples paired as
website/src/content/examples/<slug>.jsonand<slug>.ts. - Keep
website/src/content.config.tsfocused on Astro content collections; manual pages usewebsite/src/utils/manual.ts. - Keep top-level feature components flat in
website/src/components/; keep only shared groups such asdocs/andsite/nested. - Keep style ownership clear:
theme.css,global.css,site.css,home.css,examples.css,docs.css,playground.css. - Keep feature selectors out of
global.css. - Homepage first-screen interactive stage must remain true fullscreen: fixed positioning,
inset: 0,100dvh/100vw, and renderer resize after state 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.
- 1mo ago Changed · -1 lines · -17 tokens per session dd1b1b268652
- 2mo ago First seen · 65 lines · 917 tokens per session scan A 993352f13dbd
aholo-viewer AGENTS.md is an instructions file published in the GitHub repository manycoretech/aholo-viewer (1,119 stars, last pushed yesterday), licensed MIT. It adds 900 tokens to every session, about $0.0036 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-viewer AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aholo-viewer AGENTS.mdmanycoretech/aholo-viewer | Instructions file | 1.1k | yesterday | MIT | A | 900 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |