kani — security grade SAFE, quality 67/100

Security audit verdict: SAFE · quality 67/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by zhudotexe · LLM Plugin · ★ 607

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is kani safe to install? View the security audit →

About kani

kani (カニ) kani (カニ) is a lightweight and highly hackable framework for chat-based language models with tool usage/function calling. Compared to other LM frameworks, kani is less opinionated and o

chatgptframeworkfunction-callinggpt-4large-language-modelsllamallmsmicroframeworkopenaitool-use

Quick Facts

Stars607
Forks30
LanguagePython
CategoryLLM Plugin
LicenseMIT
Quality Score66.6077738320729/100
Open Issues7
Last Updated2026-08-27
Created2023-07-14
Platformspython
Est. Tokens~17k

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Frequently Asked Questions

What is kani?

kani is kani (カニ) is a highly hackable microframework for tool-calling language models. (NLP-OSS @ EMNLP 2023). It is categorized as a LLM Plugin with 607 GitHub stars.

What programming language is kani written in?

kani is primarily written in Python. It covers topics such as chatgpt, framework, function-calling.

How do I install or use kani?

You can find installation instructions and usage details in the kani GitHub repository at github.com/zhudotexe/kani. The project has 607 stars and 30 forks, indicating an active community.

What license does kani use?

kani is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to kani?

The top alternatives to kani on Agent Skills Hub include bigcodebench, awesome-llm-powered-agent, DemoGPT. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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