DyLAN: Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team

by SALT-NLP · Agent Tool · ★ 215

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Security audit verdict: SAFE · quality 69/100

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.

chatgptgpt4llmllm-agent

Quick Facts

Stars215
Forks29
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score69/100
Open Issues9
Last Updated2024-05-16
Created2023-10-03
Platformspython
Est. Tokens~1603k

About DyLAN

DyLAN Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization Authors: Zijun Liu, Yanzhe Zhang, Peng Li, Yang Liu, Diyi Yang Overview Abstract Large language model (LLM) agents have been shown effective on a wide range of tasks, and by ensembling multiple LLM agents, their performances could be further improved.

Compatible Skills

These tools work well together with DyLAN for enhanced workflows:

  • SimplerLLM — semantic(0.33)+complementary+same_lang+similar_pop+shared_platform (57%)
  • TapeAgents — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (55%)
  • NagaAgent — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (55%)
  • MLLM-Tool — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • SimpleLLMFunc — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (55%)

DyLAN alternative? Top 6 similar tools

Looking for a DyLAN alternative? If you're comparing DyLAN with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • wcgw by rusiaaman · ⭐ 674

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  • github-pr-summary by flows-network · ⭐ 230

    Use LLM to summarize & review GitHub Pull Requests

  • KG_RAG by BaranziniLab · ⭐ 947

    Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for kn

  • llama-cpp-agent by Maximilian-Winter · ⭐ 658

    The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allow

  • edsl by expectedparrot · ⭐ 515

    Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market

  • atlas-mcp-server by cyanheads · ⭐ 478

    A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - imple

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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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