Ima Knowledge Base

Community

countbot-ai

ima-knowledge-base

通过 IMA OpenAPI 处理知识库任务。支持知识库内容搜索、命中详情查看、条目浏览、列出知识库、上传文件、导入网页。用户提到知识库、资料库、上传到知识库、导入网页、搜知识库时使用。

Overview

Publisher	countbot-ai
Repository	`CountBot`
Skill name	`ima-knowledge-base`
Stars	784
Forks	104
Bundled files	7
License	MIT
Links	Skill source Repository Homepage

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.
7 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by countbot-ai on GitHub. Read the source before you install it.

Installation

Install the Ima Knowledge Base 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/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base
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/countbot-ai/CountBot.git /tmp/CountBot
mkdir -p .claude/skills
cp -r /tmp/CountBot/workspace/skills/ima-knowledge-base .claude/skills/ima-knowledge-base

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

Use it in TypingMind

Enable Ima Knowledge Base 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 Ima Knowledge Base 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 Ima Knowledge Base 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.

IMA Knowledge Base

入口：

bash
python skills/ima-knowledge-base/scripts/ima_kb_tool.py <command> ...

执行规则

用户说“搜、查、找、看看有没有”时，先 search-kb
默认直接返回命中片段，不堆字段
search-kb 搜的是内容，不是知识库列表
用户给了 kb-id 或 kb-name 时，加定向参数
默认优先 --keyword，只有明确要把多个词合成一次搜索串时才用 --query
宽搜建议加 --show 5 --limit 10；知识库很大再加 --search-pages 2 或更高

查看单条结果

默认先 show-kb-hit
只有命中像图片、截图、OCR 文档、菜单图，或 show-kb-hit 太短时，才用 inspect-kb-hit
一条 --keyword "推荐菜单餐厅美食" 会拆成多次搜索，同一标题可能重复出现
宽搜后稳定定位优先级：更窄关键词 > --title > --media-id > --pick

常用命令

bash
python skills/ima-knowledge-base/scripts/ima_kb_tool.py search-kb --keyword "orslow"
python skills/ima-knowledge-base/scripts/ima_kb_tool.py search-kb --keyword "推荐 菜单 餐厅 美食" --show 5 --limit 10
python skills/ima-knowledge-base/scripts/ima_kb_tool.py search-kb --kb-name "个人知识库" --keyword "菜单"
python skills/ima-knowledge-base/scripts/ima_kb_tool.py show-kb-hit --keyword "orslow" --pick 1
python skills/ima-knowledge-base/scripts/ima_kb_tool.py inspect-kb-hit --keyword "orslow" --pick 1
python skills/ima-knowledge-base/scripts/ima_kb_tool.py list-kb
python skills/ima-knowledge-base/scripts/ima_kb_tool.py list-kb-items --kb-name "个人知识库" --limit 20
python skills/ima-knowledge-base/scripts/ima_kb_tool.py upload-file --kb-name "个人知识库" --file "/path/to/report.pdf"
python skills/ima-knowledge-base/scripts/ima_kb_tool.py import-url --kb-name "个人知识库" --url "https://example.com"

写入安全

upload-file、import-url 会真实写入知识库，执行前先确认目标知识库
需要配置时查看 scripts/config.json 和 config.help.md

如何配置

下载最新的IMA客户端（比如Android），登陆后点击 “我” --> Claw配置 --> 复制 client_id和api_key参数，提供给CountBot后会自动调用文件编辑工具修改config.json。

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 Ima Knowledge Base AI skill do?

Why use Ima Knowledge Base on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base. 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 Ima Knowledge Base?

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 Ima Knowledge Base?

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

Is the Ima Knowledge Base AI skill free?

Yes. It is published on GitHub by countbot-ai under the MIT license. 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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Ima Knowledge Base

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

IMA Knowledge Base

执行规则

查看单条结果

常用命令

推荐类问题

写入安全

如何配置

Bundled files

Frequently asked questions

Set up your own AI workspace now

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

IMA Knowledge Base

执行规则

查看单条结果

常用命令

推荐类问题

写入安全

如何配置

Bundled files

Frequently asked questions

Related AI Skills

Set up your own AI workspace now