LLM-Tool-Survey: This is the repository for the Tool Learning survey

by quchangle1 · LLM Plugin · ★ 489

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Security audit verdict: SAFE · quality 56/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentautonomous-agentschatgptgpt-4irlarge-language-modelsllmtool-learningtool-retrieval

Quick Facts

Stars489
Forks17
CategoryLLM Plugin
Quality Score56/100
Open Issues1
Last Updated2026-09-09
Created2024-04-25
Est. Tokens~28k

About LLM-Tool-Survey

Survey: Tool Learning with Large Language Models Recently, tool learning with large language models(LLMs) has emerged as a promising paradigm for augmenting the capabilities of LLMs to tackle highly complex problems. This is the collection of papers related to tool learning with LLMs. These papers are organized according to our survey paper "Tool Learning with Large Language Models: A Survey".

Compatible Skills

These tools work well together with LLM-Tool-Survey for enhanced workflows:

LLM-Tool-Survey alternative? Top 6 similar tools

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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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