LLM-Agents-Papers: A repo lists papers related to LLM based agent

by AGI-Edgerunners · Agent Tool · ★ 2.3k

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Security audit verdict: SAFE · quality 52/100

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. Full audit →

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.

agentslarge-language-modelsllm-agentpaper-list

Quick Facts

Stars2,344
Forks155
LanguagePython
CategoryAgent Tool
Quality Score52/100
Open Issues17
Last Updated2025-07-12
Created2023-05-31
Platformspython
Est. Tokens~259k

About LLM-Agents-Papers

LLM-Agents-Papers :writinghand: Description Last Updated Time: 2025/7/12 A repo lists papers related to LLM based agent. Includes Survey Technique For Enhancement Planning Memory Mechanism Feedback&Reflection RAG Search Interaction Role Playing Conversation Game Playing Human-Agent Interaction Tool Usage Simulation Application Math Chemistry Biology Physics Geography Art Medicine Finance Software...

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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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