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AI EngineeringPython

IMA Knowledge Base

by countbot-ai

IMA Knowledge Base is an AI Engineering skill for Claude Code, published by countbot-ai in CountBot.

767 stars100 forkson countbot-ai/CountBotAdded 2026/08/23Repository updated 2026/08/11
agent-skillsai-agentsai-assistedassistantdeepseek-v4official
Install in seconds
Install IMA Knowledge Base
Copy IMA Knowledge Base into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base ~/.claude/skills/ima-knowledge-base

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/countbot-ai/CountBot.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
workspace/skills/ima-knowledge-base/SKILL.md in countbot-ai/CountBot
Installs to
~/.claude/skills/ima-knowledge-base
Collection
One of 14 skills cataloged from this repository
Category
AI Engineering2451 skills

What IMA Knowledge Base does

IMA Knowledge Base uses IMA OpenAPI to search knowledge base content, inspect hits, list items, upload files, and import web pages. Use it when working with knowledge bases,资料库, or adding content to a knowledge base.

IMA Knowledge Base is cataloged under AI Engineering on DirSkills. IMA Knowledge Base comes from a repository tagged agent-skills, ai-agents, ai-assisted, assistant and deepseek-v4.

Documentation

README

IMA Knowledge Base

入口:

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-idkb-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

This is the opening of the README. Read the full README on GitHub.

Frequently asked about IMA Knowledge Base

  • What else does countbot-ai publish alongside IMA Knowledge Base?

    IMA Knowledge Base is one of 14 skills that DirSkills catalogs from countbot-ai/CountBot, the repository it ships in. Its siblings there include Agent Browser, Agent Team Manager and Baidu Search. Each one is a separate skill with its own page in this directory, installs the same way IMA Knowledge Base does, and is maintained by countbot-ai in that same repository. The rest of the collection is listed on the countbot-ai/CountBot page.

  • How does IMA Knowledge Base compare to other AI Engineering skills?

    IMA Knowledge Base ranks #1649 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of IMA Knowledge Base against them. Open each page to compare what they document and how they install.

More from countbot-ai/CountBot

IMA Knowledge Base is one of 14 skills cataloged on DirSkills from countbot-ai/CountBot.

See all 14 skills