awesome-gaussian-skills SKILL.md skillA

awesome-gaussian-skills from jaccen/awesome-gaussian-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jaccen/awesome-gaussian-skills/awesome-gaussian-skills@git:20261102.eca941f

Pins git:20261102.eca941f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jaccen/awesome-gaussian-skills
Path
agent-router/SKILL.md
Versions recorded
6
Latest version
git:20261102.eca941f, committed Nov 2, 2026
First version recorded
Oct 15, 2026
Size
13,220 bytes
Repository stars
180
License
Apache-2.0

'Umbrella router for the Awesome-Gaussian-Skills toolkit (github.com/jaccen/Awesome-Gaussian-Skills):.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Awesome Gaussian Skills — 总路由

## 概述

本技能是 [Awesome-Gaussian-Skills](https://github.com/jaccen/Awesome-Gaussian-Skills) 工具包的总入口与调度器。当前基线(**2026-11-02 快照**,`data/methods.json` 的 `generated_at`):

- **方法知识库**:`data/methods.json` **1050 条方法**,其中 **943 条带 arXiv ID**,覆盖 **26 个类目**;每条含 arXiv ID、venue、年份、类目、核心创新点、代码链接
- **18 个子技能**:覆盖 3DGS 科研与工程全流程(读论文 → 方法对比 → 实验设计 → 代码审查 → 训练调试 → 可视化 → 论文写作 → 专利 → 本体 → 超级智能体 → MCP 渲染)
- **科研专家团**(`research-expert-team` **v2.0.0**,2026-10-21 评审):R1–R9 九类**检查角色按需取用**(不强制九阶段流水线,短问题不需要九阶段报告),以「证据台账」纪律约束每条关键论断——arXiv 标题匹配只验证元数据,不验证录用/性能/可复现;自带「本体与知识表示 / 超级智能体 / AIGC 内容生成」三个前沿方向的一手案例索引(`mp-*.md`,已改为 primary-source case index,不再声称"库内 N 个方法")
- **知识库快照**:本技能包内含 30 个参考文件(方法全库、九簇深度笔记、写作能力库、验证引用、世界模型、具身智能、期刊分区、基准与数据集等)
- **配套资源**:在线交互式方法检索器、开源书籍《Spatial & Embodied Intelligence》、benchmark 数据

本技能的职责是:**判断任务类型 → 路由到正确的子技能、专家角色或知识库文件**,并强制执行引用准确性纪律。

## 数据源与路径

| 资源 | 位置 |
|------|------|
| 本地仓库(作者维护,每日更新) | `<repository-root>` |
| 单一事实源(方法库) | 仓库内 `data/methods.json`(改任何计数前先看它) |
| 类目清单 | 仓库内 `data/categories.json`(26 个 canonical 类目 + 各类计数) |
| GitHub 仓库 | https://github.com/jaccen/Awesome-Gaussian-Skills |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jaccen/awesome-gaussian-skills/awesome-gaussian-skills@sha256:63b9c2beca805db7

The line at the top of this page pins the label git:20261102.eca941f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vbakol2vy4bdbh74.svg)](https://markdownregistry.com/a/art_vbakol2vy4bdbh74)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Oct 15, 2026 and Nov 2, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261102.eca941f latest2026-11-02 eca941f 13,220 BA view · diff
git:20261027.86188fa2026-10-27 86188fa 13,220 BA view · diff
git:20261022.bdee22b2026-10-22 bdee22b 12,678 BA view · diff
git:20261021.34d77aa2026-10-21 34d77aa 11,991 BA view · diff
v1.1.02026-10-19 c9f7986 11,764 BA view · diff
v1.1.02026-10-15 c2922a7 11,764 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13220 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

jaccen/awesome-gaussian-skills · 180 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vbakol2vy4bdbh74
GET https://markdownregistry.com/api/v1/resolve?ref=jaccen/awesome-gaussian-skills/awesome-gaussian-skills
GET https://markdownregistry.com/api/v1/blob/63b9c2beca805db7224d7abd841e2a38d367850b2614c4b7dd7295382e696e91

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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