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Agent skill

Wiki Query

by zhuzhaoyun in zhuzhaoyun/Molio

基于本知识库已构建的 wiki 和源文件回答用户关于库内内容的问题，或为库内主题的任何任务（写作、分析、咨询等，形式不限）提供依据。先读 wiki/hot.md 与根 wiki/INDEX.md、再按需读相关目录的 INDEX.md 定位页面，读取最相关的 wiki 页面，必要时回溯源文件，再用 [[wikilink]]…

Custom licenceAuto-check passedKnowledge Management

Install Wiki Query

skills CLI
$ npx skills add zhuzhaoyun/Molio --skill wiki-query -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install zhuzhaoyun/Molio wiki-query --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/zhuzhaoyun/Molio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/apps/daemon/src/tools/skills/wiki-query .claude/skills/wiki-query && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
wiki-query
GitHub stars
433
Token cost
~885 tokens
SKILL.md length
199 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
Custom licence

At a glance

基于本知识库已构建的 wiki 和源文件回答用户关于库内内容的问题，或为库内主题的任何任务（写作、分析、咨询等，形式不限）提供依据。先读 wiki/hot.md 与根 wiki/INDEX.md、再按需读相关目录的 INDEX.md 定位页面，读取最相关的 wiki 页面，必要时回溯源文件，再用 [[wikilink]]…

  • Works in 6 steps: 先读 wiki/hot.md（如果存在）：近期上下文缓存，快速了解 wiki… → 读根 wiki/INDEX.md：了解 wiki… → 读相关目录的 wiki//INDEX.md：按根 INDEX… → …
  • Answer from the wiki
  • SKILL.md covers 核心原则, 检索优先（默认）, Vault 结构 and 回答流程, plus 2 more sections
  • Calls git

What it does

Wiki Query is an agent skill from zhuzhaoyun/Molio. 基于本知识库已构建的 wiki 和源文件回答用户关于库内内容的问题，或为库内主题的任何任务（写作、分析、咨询等，形式不限）提供依据。先读 wiki/hot.md 与根 wiki/INDEX.md、再按需读相关目录的 INDEX.md 定位页面，读取最相关的 wiki 页面，必要时回溯源文件，再用 [[wikilink]] 引用并标注来源给出综合回答或创作依据——默认检索优先，问答与库内主题的创作都要先查本库，即使话题熟悉也不能凭训练记忆产出库内内容。领域无关，适用于任何已构建 wiki 的知识库。Triggers on: 介绍, 讲解, 总结, 概括, 梳理, 有哪些, 是什么, 是谁, 怎么回事, 为什么, 怎么办, 怎么处理, 怎么解决, 如何, 怎样, 方法, 方案, 原因, 影响, 作用, 对比, 区别, 关系, 根据知识库回答, 查知识库, 查一下知识库, wiki 里怎么说的, 知识库里有没有, 问问知识库, answer from the wiki, what does the knowledge base say, who is, what is, how to, how do I, summarize…

Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Knowledge Management, covering LLM wikis. It works with WeChat. The repository describes itself as: A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with LLM Wiki, knowledge graphs, and agent workflows.

When your agent uses it

  • Answer from the wiki
  • What does the knowledge base say
  • Summarize from notes

Example prompts

  • “/wiki-query”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 先读 wiki/hot.md（如果存在）：近期上下文缓存，快速了解 wiki 当前状态。
  2. 读根 wiki/INDEX.md：了解 wiki 全貌（有哪些目录、各自覆盖什么、各多少页），判断哪些目录与问题相关。
  3. 读相关目录的 wiki//INDEX.md：按根 INDEX 的目录行，读一两个相关目录的索引，从中定位最相关的页面。若目录没有 INDEX.md（旧库为单索引布局，根 INDEX 本身逐页列全），直接用根 INDEX 定位即可——不要因找不到目录索引而报错，也不要回头整读根…
  4. 读相关 wiki 页面：读取定位出的最相关 3-5 个页面。
  5. 按需回溯源文件：wiki 页面不能完全回答时，读取原始源文件（raw/、notes/、docs/ 等）获取更多细节。
  6. 综合回答：组织一个清晰、结构良好的回答，带 [[wikilink]] 引用与来源标注。

What it can do on your machine

Read from SKILL.md and the folder at commit 20e6641. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Wiki Query loads about 885 tokens when it runs. Until then it costs about 135 tokens; SKILL.md has 199 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~135
When it runs · the whole SKILL.md, loaded when a task matches
~885

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 199 words (~885 tokens).

“使用 vault 的 wiki 和源文件来回答问题、为库内主题的创作与分析提供依据。先检索、后产出——wiki 的价值就在于避免每次从零检索，也避免凭训练记忆作答或创作（记忆可能与本库版本不符）。不只是问答：主题与本库重叠的任何任务都是检索任务（形式不限），产出必须基于本库材料。”

— opening of SKILL.md by zhuzhaoyun, Custom licence
name
wiki-query
version
2.1.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in apps/daemon/src/tools/skills/wiki-query of zhuzhaoyun/Molio.

Open the folder on GitHubat commit 20e6641

Compare with similar skills

Wiki Query next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Wiki Query compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wiki Query this skillzhuzhaoyun/Molio433—~885Automated safety check: PassCustom licence
Karpathy LLM WikiAstro-Han/karpathy-llm-wiki2.4k—~3.6kAutomated safety check: PassMIT
LLM Wikilewislulu/llm-wiki-skill655—~3.7kAutomated safety check: PassNone
Wiki Builderrohitg00/pro-workflow2.9k—~1kAutomated safety check: PassNone
Codex History IngestAr9av/obsidian-wiki3.5k—~2.2kAutomated safety check: NotesMIT
Arkon Editnduckmink/arkon1.5k—~1.6kAutomated safety check: PassCustom licence

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Works with

Categories

Questions about Wiki Query

What does Wiki Query do?

基于本知识库已构建的 wiki 和源文件回答用户关于库内内容的问题，或为库内主题的任何任务（写作、分析、咨询等，形式不限）提供依据。先读 wiki/hot.md 与根 wiki/INDEX.md、再按需读相关目录的 INDEX.md 定位页面，读取最相关的 wiki 页面，必要时回溯源文件，再用 [[wikilink]]…. Wiki Query is an agent skill from zhuzhaoyun/Molio.

When should I use Wiki Query?

Wiki Query fits situations like: answer from the wiki; what does the knowledge base say; summarize from notes.

How do I install Wiki Query in Claude Code?

Run `npx skills add zhuzhaoyun/Molio --skill wiki-query -a claude-code`. Or copy the skill folder (apps/daemon/src/tools/skills/wiki-query in zhuzhaoyun/Molio) into .claude/skills/wiki-query in your project. Claude Code loads it when a task matches its description.

How do I install Wiki Query in Codex?

Run `npx skills add zhuzhaoyun/Molio --skill wiki-query -a codex`. Or copy the skill folder (apps/daemon/src/tools/skills/wiki-query in zhuzhaoyun/Molio) into .agents/skills/wiki-query in your project. Codex loads it when a task matches its description.

Can I use Wiki Query in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zhuzhaoyun/Molio --skill wiki-query -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wiki-query, .gemini/skills/wiki-query, .github/skills/wiki-query and .opencode/skills/wiki-query in your project.

What does Wiki Query need to run?

Going by SKILL.md and its folder, Wiki Query needs the command-line tools its instructions call (git).

Does Wiki Query access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Wiki Query safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Wiki Query use?

Wiki Query has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Wiki Query use?

About 885 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Wiki Query?

Skills that share tags, products or a category with Wiki Query: Karpathy LLM Wiki (Astro-Han/karpathy-llm-wiki, 2.4k stars), LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Wiki Builder (rohitg00/pro-workflow, 2.9k stars) and Codex History Ingest (Ar9av/obsidian-wiki, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wiki Query?

zhuzhaoyun (a GitHub user) maintains it in zhuzhaoyun/Molio, which has 433 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 9, 2026.

Source: zhuzhaoyun/Molio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.