ai-skills SKILL.md skillA
ai-skills from znlgis/opengis-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add znlgis/opengis-skills/ai-skills@git:20261015.92a0edePins git:20261015.92a0ede in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- znlgis/opengis-skills
- Path
ai/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261015.92a0ede, committed Oct 15, 2026
- First version recorded
- Aug 24, 2026
- Size
- 4,995 bytes
- Repository stars
- 70
- License
- MIT
Use when building LLM applications, RAG knowledge bases, AI agents, terminal coding agents, multi-model orchestration, plugin-based agent harnesses, or file translation. Index of 14 skills: Dify, LangChain, LlamaIndex, Ollama, Transformers, Hermes Agent, OpenClaw, OpenCode, Pi, DocuTranslate, DeepSeek Harness and more.
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
> **父级入口：** [../SKILL.md](../SKILL.md) — 全仓 96 技能总索引 ## 概述 本分类涵盖 **14 个 AI/LLM 开源项目**的技能文件： - **LLM 应用平台**：Dify（RAG + 工作流 + Agent 一站式） - **应用框架**：LangChain（LCEL + LangGraph 工具调用 Agent）、LlamaIndex（文档 RAG/索引/Workflow） - **本地推理与模型库**：Ollama（本地 LLM 运行与 OpenAI 兼容 API）、Hugging Face Transformers（模型定义、推理与微调） - **智能体 / 助手**：Hermes Agent（自学习通用智能体）、OpenClaw（多通道个人 AI 助手 Gateway） - **终端编码代理**：Pi（极简 Agent Harness）、OpenCode（模型无关、配置即代码的 AI coding agent） - **插件式智能体框架**：DeepSeek Harness（dsh，Cordis 引擎驱动的插件化 Agent Harness） - **文件翻译**：DocuTranslate（基于 LLM 的本地多格式文件翻译工具） - **编排与方法论**：Oh-My-OpenAgent（OpenCode 多模型编排插件）、Superpowers-zh（中文 AI 编程方法论 Skills） - **Agent 配置方案**：My OpenCode DeepSeek Config（OpenCode × DeepSeek V4 最优纯配置） ### 何时加载此索引？ - 用户想「搭建 LLM 应用」「做 RAG 知识库」「开发 AI Agent」 - 不确定 Dify 和 Hermes Agent 的区别 - 需要中文优化的提示词模板 --- ## 技能列表 | 技能 | 简介 | 关键标签 | |------|------|---------| | [dify](./dify/SKILL.md) | 开源 LLM 应用开发平台（RAG + 工作流 + Agent） | `llm` `rag` `workflow` `agent` | | [langchain](./langchain/SKILL.md) | LLM 应用框架（LCEL + LangGraph Agent） | `llm` `agent` `rag` `python` | | [llamaindex](./llamaindex/SKILL.md) | 私有数据 RAG/索引框架（Workflow/Agent） | `llm` `rag` `indexing` `python` | …
Read the whole file at its exact version.
How to install
mdr add znlgis/opengis-skills/ai-skills@sha256:d174c347863533f0The line at the top of this page pins the label git:20261015.92a0ede, 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_uumxi57jlimaldnn)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 24, 2026 and Oct 15, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.92a0ede latest | 2026-10-15 | 92a0ede | 4,995 B | A | view · diff |
| git:20261015.45b67dd | 2026-10-15 | 45b67dd | 4,194 B | A | view · diff |
| git:20260909.72be554 | 2026-09-09 | 72be554 | 4,194 B | A | view · diff |
| git:20260902.9126102 | 2026-09-02 | 9126102 | 3,788 B | A | view · diff |
| git:20260824.229a698 | 2026-08-24 | 229a698 | 3,788 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4995 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
znlgis/opengis-skills · 70 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uumxi57jlimaldnn GET https://markdownregistry.com/api/v1/resolve?ref=znlgis/opengis-skills/ai-skills GET https://markdownregistry.com/api/v1/blob/d174c347863533f087c720630bfa5d4b6720b3b04c61c1ca3ebe685b1f180fc7
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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