Wiki Query

Community

bozhouDev

wiki-query

Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki pages first.

Overview

Publisher	bozhouDev
Repository	`bozhou-skills`
Skill name	`wiki-query`
Stars	78
Forks	7
Bundled files	Instructions only
Links	Skill source Repository

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.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by bozhouDev on GitHub. Read the source before you install it.

Installation

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/bozhouDev/bozhou-skills/tree/main/wiki-query
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.

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/bozhouDev/bozhou-skills.git /tmp/bozhou-skills
mkdir -p .claude/skills
cp -r /tmp/bozhou-skills/wiki-query .claude/skills/wiki-query

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Wiki Query 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 Wiki Query 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 Wiki Query 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.

Wiki Query

Ask a question. Read the wiki. Synthesize with citations. Offer to file the answer back.

Pre-condition

Find SCHEMA.md (search from cwd upward, or ~/wikis/). If not found, tell the user to run wiki-init first. Read it to get wiki root path and cross-reference convention.

Process

1. Read `wiki/index.md` first

Scan the full index to identify which pages are likely relevant. Do NOT answer from general knowledge — the wiki is the source of truth here, even if you think you know the answer.

2. Read relevant pages

Read the identified pages in full. Follow one level of [[slug]] links if they point to pages that seem relevant to the question.

3. Synthesize the answer

Write a response that:

Is grounded in the wiki pages you read
Cites inline using [[slug]] for every claim sourced from a specific page
Notes agreements and disagreements between pages
Flags gaps: "The wiki has no page on X" or "[[page]] doesn't cover Y yet"
Suggests follow-up sources to ingest or questions to investigate

Format for the question type:

Factual → prose with citations
Comparison → table
How-it-works → numbered steps
What-do-we-know-about-X → structured summary with open questions

4. Always offer to save

After answering, say:

"Worth saving as wiki/pages/<suggested-slug>.md?"

If yes:

Write the page with frontmatter: tags: [query, analysis], sources: [all cited slugs]
Add entry to wiki/index.md under the correct category (Analyses or similar)

Append to wiki/log.md:


## [<today>] query | <question summary>
Filed as: [[<slug>]]

If no:

Append to wiki/log.md:


## [<today>] query | <question summary>
Not filed.

Common Mistakes

Answering from memory — Always read the wiki pages. The wiki may contradict what you think you know, and that contradiction is valuable signal.
Skipping the save offer — Good query answers compound the wiki's value. Always offer.
No citations — Every factual claim should trace back to a [[slug]].

Frequently asked questions

What does the Wiki Query AI skill do?

Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki pages first.

Why use Wiki Query on TypingMind?

Because you install it once and use it with any model. Wiki Query 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 Wiki Query in TypingMind?

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

Which AI models can use Wiki Query?

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 Wiki Query?

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

Is the Wiki Query AI skill free?

It is published on GitHub by bozhouDev. 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.

View all

Wayfinder

mattpocock

CommunityPopular

Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

Creative Ideation

Generate ideas via named methods from creative practice.

Inference Sh Cli

Run 150+ AI apps (image, video, LLM) via inference.sh CLI.

Firecrawl Build Search

firecrawl

OrganizationPopular

Integrate Firecrawl `/search` into product code and agent workflows. Use when an app needs discovery before extraction, when the feature starts with a query instead of a URL, or when the system should…

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Wiki Query

Pre-condition

Process

1. Read wiki/index.md first

2. Read relevant pages

3. Synthesize the answer

4. Always offer to save

Common Mistakes

Frequently asked questions

Related AI Skills

Set up your own AI workspace now

1. Read `wiki/index.md` first