Search Knowledge

Community

yongmmin

search-knowledge

Search project and global knowledge sources using compact, on-demand retrieval

Overview

Publisher	yongmmin
Repository	`front-agent`
Skill name	`search-knowledge`
Stars	3
Forks	0
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 yongmmin on GitHub. Read the source before you install it.

Installation

Install the Search Knowledge 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/yongmmin/front-agent/tree/main/skills/search-knowledge
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/yongmmin/front-agent.git /tmp/front-agent
mkdir -p .claude/skills
cp -r /tmp/front-agent/skills/search-knowledge .claude/skills/search-knowledge

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

Use it in TypingMind

Enable Search Knowledge 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 Search Knowledge 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 Search Knowledge 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.

Skill: search-knowledge

Trigger: /search-knowledge [query] or auto-called by front-agent Purpose: Load only the smallest useful knowledge slice for the current task.

Search Order

~/.front-agent/wisdom/summary.md
knowledge/index.md
Detail files only when needed:
- ~/.front-agent/wisdom/learnings.md
- ~/.front-agent/wisdom/decisions.md
- ~/.front-agent/wisdom/issues.md
- knowledge/components.md
- knowledge/patterns.md
- knowledge/design-system.md

Fast-Skip Rules

Pre-spawn skip: front-agent must run hooks/knowledge-has-content.sh before invoking this skill. If it exits non-zero (placeholder-only / empty), do NOT spawn the agent — return No relevant entries found inline and continue the workflow.
If summaries contain only placeholders or no relevant matches, stop early
Do not open detail files unless the summary/index suggests a relevant hit
Do not load unrelated domains "just in case"

Output Format

Return compact bullets only.

markdown
## Knowledge Search: "[query]"

### Global
- [max 3 one-line bullets]

### Project
- [max 3 one-line bullets]

### Details
- [max 3 one-line bullets]

Rules:

Max 3 bullets per section
One line per bullet
Prefer summaries over long excerpts
If nothing is relevant, say No relevant entries found

Constraints

Use haiku
Read-only
Keep results compact enough to paste directly into the next agent prompt

Frequently asked questions

What does the Search Knowledge AI skill do?

Search project and global knowledge sources using compact, on-demand retrieval

Why use Search Knowledge on TypingMind?

Because you install it once and use it with any model. Search Knowledge 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 Search Knowledge in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yongmmin/front-agent/tree/main/skills/search-knowledge. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Search Knowledge?

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 Search Knowledge?

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

Is the Search Knowledge AI skill free?

It is published on GitHub by yongmmin. 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Skill: search-knowledge

Search Order

Fast-Skip Rules

Output Format

Constraints

Frequently asked questions

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