entropy-box-zh SKILL.md skillF
entropy-box-zh from trae-community/trae-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add trae-community/trae-skills/entropy-box-zh@v1.3.0Pins v1.3.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- F, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- trae-community/trae-skills
- Path
skills/entropy-box-zh/SKILL.md- Versions recorded
- 1
- Latest version
- v1.3.0, committed Sep 5, 2026
- Size
- 21,587 bytes
- Repository stars
- 21
- License
- MIT
以箱熵（Entropy Box）的方案咨询 Consult 为核心，把边界明确的具身智能技术需求转化为候选实现方法和有依据的工程工作流。先由当前大模型澄清并拆分宽泛需求，分别咨询具体子问题，再用 Search 深入了解已选技术、用 Lookup 锚定实体、用 Evidence 核验依据；同时支持全景定位、能力依赖分析和资产选型。不用于直接控制物理机器人。.
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
# 箱熵：具身智能全景图与知识编译器 箱熵是面向具身智能研发的 Agent 原生知识编译器和能力基座。它把分散在论文、代码仓库、 ROS 软件包、模型、数据集、仿真器、基准、标准和工程文档中的知识，编译为持久化、 类型化、去重、可被机器使用的知识产物。 箱熵公开的具身智能全景图不只是搜索索引或可视化页面。它通过领域、垂直主题、任务链、 规范化能力、实现资产、依赖关系和证据描述整个具身智能技术体系。使用它时，既要回答 “某个技术是什么”，也要回答“它位于整个系统的什么位置、依赖什么、可以由什么实现、 如何与其他能力组成工程路径”。 方案咨询 Consult 是箱熵最主要的运行时能力。调用箱熵的大模型仍然负责澄清需求、把宏观 目标拆成边界明确的技术问题、判断哪些子问题需要分别咨询，并综合多次结果。不要把“做一个 通用机器人”之类缺少约束的宏大目标一次性交给 Consult，再把返回文本当成完整方案。 当前公开界面显示超过52,177个实体节点、7,913条任务链、66,714条依赖边、37,757项 原子能力或相关资产，以及2,511个垂直主题库。这些数字会持续变化；正式引用前应以实时 页面为准。 ## 使用场景（Usage Scenario） 在以下情况下优先使用本 Skill： - 需要回答“某个具身智能任务该怎么做”，并希望得到候选实现方法、涉及的能力、依赖、资产、约束与缺口； - 要做领域全景梳理、能力版图分析、任务链拆解或研发工作流组装； - 已形成技术选型，需要进一步用 Search / Lookup / Evidence 深入了解、锚定实体或核验依据； - 需要把论文、代码仓库、软件包、模型、数据集、仿真器、基准与工程文档中的知识编译成可复用结构。 以下情况不应使用本 Skill： - 通用 AI、纯软件开发或其他科学问题仅因出现“智能”“模型”等词而被触发； - 直接控制物理机器人、自动授权代码部署或采购决策——箱熵不授予这类权限； - 把“做一个通用机器人”之类缺少约束的宏大目标一次性交给 Consult 并当作完整方案。 ## 这个 Skill 可以做什么 根据用户任务选择并组织以下模式： 1. **方案咨询**：询问一个边界明确的技术需求如何实现、有哪些候选方法，以及方案涉及的 能力、依赖、资产、约束和缺口。 2. **具体问题检索**：针对具体问题进行 RAG 检索，或在形成技术选型后全面了解被选技术。 3. **实体锚定**：把已知 ID、名称或别名解析为结构化主题、能力或资产档案。 4. **证据核验**：查找带来源的技术对比、限制、工程记录、负面结果和基准背景。 5. **全景导航**：确定问题在具身智能全域中的位置，发现相邻领域与上下游技术。 …
Read the whole file at its exact version.
How to install
mdr add trae-community/trae-skills/entropy-box-zh@sha256:0351355191fcf47cThe line at the top of this page pins the label v1.3.0, 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.
[](https://markdownregistry.com/a/art_qauqbnmee257vaz6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 5, 2026.
Audit of the latest version
- FAIL, critical: No link to an exfiltration or paste host (matched: https://xiangshang.ngrok.app)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (21587 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
trae-community/trae-skills · 21 stars · license MIT · pushed 2026-09-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qauqbnmee257vaz6 GET https://markdownregistry.com/api/v1/resolve?ref=trae-community/trae-skills/entropy-box-zh GET https://markdownregistry.com/api/v1/blob/0351355191fcf47c1b95f5e4fb6ccc87a3e7973f5ded64fd396e3f9252f9025f
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.