Agent skill

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。

MITAuto-check passedKnowledge Management

Install Ima Knowledge Base

skills CLI

$ npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a claude-code

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

GitHub CLI

$ gh skill install countbot-ai/CountBot ima-knowledge-base --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/countbot-ai/CountBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/workspace/skills/ima-knowledge-base .claude/skills/ima-knowledge-base && 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/

Paste into Claude Code

Install the "ima-knowledge-base" agent skill from https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base into .claude/skills/ima-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ima-knowledge-base", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install countbot-ai/CountBot ima-knowledge-base --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/countbot-ai/CountBot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/workspace/skills/ima-knowledge-base .agents/skills/ima-knowledge-base && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ima-knowledge-base" agent skill from https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base into .agents/skills/ima-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ima-knowledge-base", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install countbot-ai/CountBot ima-knowledge-base --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/countbot-ai/CountBot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/workspace/skills/ima-knowledge-base .cursor/skills/ima-knowledge-base && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ima-knowledge-base" agent skill from https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base into .cursor/skills/ima-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ima-knowledge-base", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/countbot-ai/CountBot.git --path workspace/skills/ima-knowledge-base

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install countbot-ai/CountBot ima-knowledge-base --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/countbot-ai/CountBot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/workspace/skills/ima-knowledge-base .gemini/skills/ima-knowledge-base && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "ima-knowledge-base" agent skill from https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base into .gemini/skills/ima-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ima-knowledge-base", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install countbot-ai/CountBot ima-knowledge-base

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/countbot-ai/CountBot.git skills-src && mkdir -p .github/skills && cp -r skills-src/workspace/skills/ima-knowledge-base .github/skills/ima-knowledge-base && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "ima-knowledge-base" agent skill from https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base into .github/skills/ima-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ima-knowledge-base", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install countbot-ai/CountBot ima-knowledge-base --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/countbot-ai/CountBot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/workspace/skills/ima-knowledge-base .opencode/skills/ima-knowledge-base && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ima-knowledge-base" agent skill from https://github.com/countbot-ai/CountBot/tree/main/workspace/skills/ima-knowledge-base into .opencode/skills/ima-knowledge-base/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ima-knowledge-base", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: ima-knowledge-base
GitHub stars: 781
Token cost: ~506 tokens
SKILL.md length: 86 words
Files: 8 (incl. scripts, references)
Skills in repo: 11
Repo updated: Oct 4, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Works in 4 steps: 先宽搜：search-kb --keyword "推荐菜单餐厅美食"… → 命中太杂就补对象词，例如 search-kb --keyword "orslow… → 锁定单条后先 show-kb-hit → …
Tasks that involve Knowledge bases
SKILL.md covers 执行规则, 查看单条结果, 常用命令 and 推荐类问题, plus 2 more sections
Runs Python scripts from its folder; calls python

What it does

Ima Knowledge Base is an agent skill from countbot-ai/CountBot. 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。

Its SKILL.md is about 510 tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `config.help.md`, `references/api.md` and `scripts/config.json`).

It sits in Knowledge Management, covering Knowledge bases and OpenAPI specifications. It works with OpenAPI. The repository describes itself as: 更适配中文用户的轻量开源AI Agent | 国产大模型Coding plan支持 | 兼容OpenClaw Skills生态| 已接入微信ClawBot/微博龙虾/飞书/钉钉/QQ/小智AI/Telegram/deepseek-v4。 The licence is MIT.

When your agent uses it

Tasks that involve Knowledge bases
Tasks that involve OpenAPI specifications

Example prompts

“/ima-knowledge-base”

Requirements

Python 3

Workflow steps

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

先宽搜：search-kb --keyword "推荐菜单餐厅美食" --show 5 --limit 10
命中太杂就补对象词，例如 search-kb --keyword "orslow 推荐"
锁定单条后先 show-kb-hit
只有需要 OCR 扩展片段时才 inspect-kb-hit

What it can do on your machine

Read from SKILL.md and the folder at commit 3c26f11. 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
Ships 5 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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

Ima Knowledge Base loads about 506 tokens when it runs, and up to ~5.7k if it reads all its reference files. Until then it costs about 28 tokens; SKILL.md has 86 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~28
When it runs · the whole SKILL.md, loaded when a task matches: ~506
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~5.7k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from countbot-ai/CountBot at commit 3c26f11, republished under its MIT licence (© countbot-ai). 86 words, ~506 tokens.

Download SKILL.mdSave it as .claude/skills/ima-knowledge-base/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.

name: ima-knowledge-base
description: 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。

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。

Files

SKILL.md and 7 other files (scripts, references) in workspace/skills/ima-knowledge-base of countbot-ai/CountBot.

SKILL.md
config.help.md
references/api.md
scripts/config.json
scripts/config.json.example
scripts/ima_client.py
scripts/ima_kb_tool.py
scripts/ima_tool.py

Open the folder on GitHubat commit 3c26f11

Compare with similar skills

Ima Knowledge Base 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.

Ima Knowledge Base compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Ima Knowledge Base this skillcountbot-ai/CountBot	781	—	~506	Automated safety check: Pass	MIT	3 days ago
Ima SkillsPinvou/pinvou-agent	2.4k	—	~718	Automated safety check: Pass	MIT	today
Migrateguhcostan/claude-mega-brain	126	—	~975	Automated safety check: Pass	MIT	2 mo ago
HypatiaMarchLiu/hypatia	239	—	~7.9k	Automated safety check: Notes	MIT	8 days ago
Psr Autoloading Knowledgedykyi-roman/awesome-claude-code	103	—	~2.1k	Automated safety check: Pass	MIT	1 mo ago
Psr Overview Knowledgedykyi-roman/awesome-claude-code	103	—	~2.7k	Automated safety check: Pass	MIT	1 mo ago

Similar skills

Ima Skills
Pinvou/pinvou-agent
Tencent IMA OpenAPI skill for notes and knowledge-base operations.
2.4k GitHub stars~718 tokensUpdated today
Backend & APIsAuto-check passed
Migrate
guhcostan/claude-mega-brain
Scan the project and migrate existing documentation into OKF format.
126 GitHub stars~975 tokensUpdated 2 mo ago
DevOps & CloudAuto-check passed
Hypatia
MarchLiu/hypatia
Interact with the Hypatia AI memory system using natural language.
239 GitHub stars~7.9k tokensUpdated 8 days ago
Knowledge ManagementAuto-check: notes
Psr Autoloading Knowledge
dykyi-roman/awesome-claude-code
PSR-4 autoloading standard knowledge base for PHP 8.4 projects.
103 GitHub stars~2.1k tokensUpdated 1 mo ago
Knowledge ManagementAuto-check passed
Psr Overview Knowledge
dykyi-roman/awesome-claude-code
PHP Standards Recommendations (PSR) overview knowledge base.
103 GitHub stars~2.7k tokensUpdated 1 mo ago
Knowledge ManagementAuto-check passed
Siyuan
Tommy-yw/RunbookHermes
SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
546 GitHub starsUsed in 3 repos~2.3k tokens
Knowledge ManagementAuto-check: notes

Questions about Ima Knowledge Base

What does Ima Knowledge Base do?

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。. Ima Knowledge Base is an agent skill from countbot-ai/CountBot.

When should I use Ima Knowledge Base?

Ima Knowledge Base fits situations like: tasks that involve Knowledge bases; tasks that involve OpenAPI specifications.

How do I install Ima Knowledge Base in Claude Code?

Run `npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a claude-code`. Or copy the skill folder (workspace/skills/ima-knowledge-base in countbot-ai/CountBot) into .claude/skills/ima-knowledge-base in your project. Claude Code loads it when a task matches its description.

How do I install Ima Knowledge Base in Codex?

Run `npx skills add countbot-ai/CountBot --skill ima-knowledge-base -a codex`. Or copy the skill folder (workspace/skills/ima-knowledge-base in countbot-ai/CountBot) into .agents/skills/ima-knowledge-base in your project. Codex loads it when a task matches its description.

Can I use Ima Knowledge Base 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 countbot-ai/CountBot --skill ima-knowledge-base -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ima-knowledge-base, .gemini/skills/ima-knowledge-base, .github/skills/ima-knowledge-base and .opencode/skills/ima-knowledge-base in your project.

What does Ima Knowledge Base need to run?

Going by SKILL.md and its folder, Ima Knowledge Base needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Ima Knowledge Base access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ima Knowledge Base 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Ima Knowledge Base use?

Ima Knowledge Base is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ima Knowledge Base use?

About 506 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.1k tokens, read only when the agent opens those files.

What are the alternatives to Ima Knowledge Base?

Skills that share tags, products or a category with Ima Knowledge Base: Ima Skills (Pinvou/pinvou-agent, 2.4k stars), Migrate (guhcostan/claude-mega-brain, 126 stars), Hypatia (MarchLiu/hypatia, 239 stars) and Psr Autoloading Knowledge (dykyi-roman/awesome-claude-code, 103 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ima Knowledge Base?

countbot-ai (a GitHub user) maintains it in countbot-ai/CountBot, which has 781 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 4, 2026.

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

Install Ima Knowledge Base

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

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

Files

Compare with similar skills

Similar skills

More from countbot-ai/CountBot

Related

Questions about Ima Knowledge Base