ChatSim: [CVPR2024 Highlight] Editable Scene Simulation for Autonomous Driving via LLM-Agent Collaboration

by yifanlu0227 · Agent Tool · ★ 434

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

How to install ChatSim

git clone https://github.com/yifanlu0227/ChatSim.git --recursive

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: CAUTION · quality 66/100

Flagged: sudo usage. 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.

3d3d-reconstruction3d-visionautoautonomous-drivingllmllm-agentllm-agents

Quick Facts

Stars434
Forks33
LanguagePython
CategoryAgent Tool
Quality Score66/100
Open Issues36
Last Updated2024-12-11
Created2023-12-02
Platformspython
Est. Tokens~20456k

About ChatSim

ChatSim Editable Scene Simulation for Autonomous Driving via LLM-Agent Collaboration Arxiv Video News [06/12/2024] 🔥🔥🔥 background rendering speed up! 3D Gaussian splatting is integrated as a background rendering engine, rendering 50 frames within 30s. [06/12/2024] 🔥🔥🔥 foreground rendering speed up! multiple process for blender rendering in parallel! rendering 50 frames within 5 minutes.

Compatible Skills

These tools work well together with ChatSim for enhanced workflows:

  • CeCeData-Agent — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • LiteMultiAgent — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • LiteWebAgent — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • data-analysis-llm-agent — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • Noema-Declarative-AI — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)

ChatSim alternative? Top 6 similar tools

Looking for a ChatSim alternative? If you're comparing ChatSim 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.

  • LLMCompiler by SqueezeAILab · ⭐ 1.9k

    [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

  • MedAgents by gersteinlab · ⭐ 370

    [ACL 2024 Findings] MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning https://

  • LiteWebAgent by PathOnAIOrg · ⭐ 152

    [NAACL2025] LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

  • Awesome-AI-For-Security by AmanPriyanshu · ⭐ 149

    A curated list of tools, papers, and datasets for applying AI to cybersecurity tasks. This list primarily focu

  • LiteMultiAgent by PathOnAIOrg · ⭐ 102

    The Library for LLM-based multi-agent applications

  • ai by stripe · ⭐ 2.0k

    One-stop shop for building AI-powered products and businesses with Stripe.

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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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