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Deepseek Harness Wiki

Community
chujianyun
deepseek-harness-wiki

DeepSeek Harness 开发文档离线 Wiki,检索导航涵盖的插件开发、工具、配置、生命周期、服务、事件、LLM 适配器和 Cordis 教程。用户询问这些开发主题时使用;不用于日常产品使用、部署运维或完整 API 参考。

Overview

Publisherchujianyun
Repositoryskills
Skill namedeepseek-harness-wiki
Stars
743
Forks
103
Bundled files
26
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 26 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by chujianyun on GitHub. Read the source before you install it.

Installation

Install the Deepseek Harness Wiki AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/chujianyun/skills/tree/main/skills/deepseek-harness-wiki
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/chujianyun/skills.git /tmp/skills
mkdir -p .claude/skills
cp -r /tmp/skills/skills/deepseek-harness-wiki .claude/skills/deepseek-harness-wiki
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Deepseek Harness Wiki in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Deepseek Harness Wiki on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Deepseek Harness Wiki is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

DeepSeek Harness Wiki

使用随 Skill 打包的 Wiki 文档回答问题。离线文档是第一依据;只有本地材料不足、用户要求核对最新版或问题超出快照范围时,才补查规范来源。

资源

  • 文档索引:浏览完整主题结构或搜索词不确定时读取。
  • 来源与范围:回答版本、许可证、完整性或时效性问题时读取。
  • 更新协议:用户要求刷新、同步或自动更新本 Wiki Skill 时读取。
  • references/docs/:保持 Wiki 导航层级的 Markdown 正文;只读取与问题直接相关的文件。
  • references/wiki-manifest.json:页面来源、路径和逐文档 SHA-256 清单。
  • scripts/search_docs.py:零第三方依赖的本地全文检索。

回答工作流

  1. 从当前 SKILL.md 所在目录确定 Skill 根目录,不假设用户工作目录。

  2. 把问题提炼为 2–5 个关键词,保留产品名、类名、命令、包名和错误码。

  3. 运行:

    bash
    python3 <skill-root>/scripts/search_docs.py "<keywords>"

    搜索过宽时加 --prefix <directory>;没有结果时换同义词或旧/新术语重试一次。

  4. 读取排名最高且互相补充的 1–3 篇文档。需要理解主题全貌时再读索引,不一次加载全部语料。

  5. 根据已读资料给出直接结论、必要步骤和前置条件。版本、包名、导入路径、配置键和命令不能凭记忆补全。

  6. 文档不足或用户要求最新版时,只补查 references/SOURCE.md 指定的规范来源,并明确标为在线补充。

更新入口

用户要求更新本 Wiki Skill 时,完整阅读 更新协议。必须重新抓取完整范围到临时目录并先 dry-run;内容与元数据都没变化时保持正文、索引和清单原样。未经授权不得归档上游删页、创建后台任务、提交、推送或公开发布。

常见陷阱

  • 离线快照不天然代表最新版本;版本敏感问题先看来源边界。
  • 搜索无结果不等于功能不存在。更换产品术语、类名、命令或目录前缀后再判断。
  • 同一主题可能分散在概览、教程、参考和排障文档;必要时交叉读取。
  • 示例中的凭据只能当占位符,不读取、输出或写入用户真实密钥。
  • 清单中的来源 URL 只用于溯源,不能据此绕过登录或访问控制。

输出契约

回答至少包含:直接结论或可执行做法,以及 参考文档 列表(实际读取的 references/docs/... 相对路径)。快照可能过期、资料冲突或使用在线补充时再添加版本说明。证据不足时明确列出已搜索关键词和语料缺口,不编造答案。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Deepseek Harness Wiki AI skill do?

DeepSeek Harness 开发文档离线 Wiki,检索导航涵盖的插件开发、工具、配置、生命周期、服务、事件、LLM 适配器和 Cordis 教程。用户询问这些开发主题时使用;不用于日常产品使用、部署运维或完整 API 参考。

Why use Deepseek Harness Wiki on TypingMind?

Because you install it once and use it with any model. Deepseek Harness Wiki is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Deepseek Harness Wiki in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/chujianyun/skills/tree/main/skills/deepseek-harness-wiki. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Deepseek Harness Wiki?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Deepseek Harness Wiki?

As many as you like. As long as a model supports skills, you can use Deepseek Harness Wiki with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Deepseek Harness Wiki AI skill free?

It is published on GitHub by chujianyun. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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