smart-city-agent
CrewAI Multi-Agent Traffic Signal Control — LLM-powered ±10s timing adjustment for smart city intersections Smart City Agent **用 CrewAI 多 Agent + LLM 让红绿灯更智慧，让城市交通更人性化** $1 $1 $1 --- 我们尝试引入 LLM 辅助红绿灯变得更加智慧聪明。每个路口有一个 Agent 负责观察和决策，多个 Agent 通过协调机制配合工作，让城市的交通更加人性化。 --- 多 Agent 架构 基于 $1 框架，每个路口由一个独立的 Agent 控制，多个 Agent 协同工作： **协调流程：** 1. 每个 Intersection Agent 观察路况，独立做出信号灯决策 2. ConflictDetector 检测相邻路口的相位冲突 3. Coordinator Agent 通过 LLM 推理协调冲突（紧急优先、排队优先） 4. 执行协调后的最终决策 --- Quick Start --- Benchmark 结果 早高峰场景（3x3 路口网格）： | 指标 | 固定配时 |
Rank
29
Safety
66
Updated
May 31, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
git clone https://github.com/afine907/smart-city-agent.git- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/crewai-afine907-smart-city-agent/snapshot"
Documentation
GITHUB OPENCLEW
4,561 characters of source documentation, loaded on request.
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@langchain/langgraph-swarm
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LangGraph Multi-Agent Supervisor
oceanbus-langchain
LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Afine907",
"category": "vendor",
"href": "https://github.com/afine907/smart-city-agent",
"sourceUrl": "https://github.com/afine907/smart-city-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-23T06:54:01.074Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-afine907-smart-city-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-afine907-smart-city-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-23T06:54:01.074Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-afine907-smart-city-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-afine907-smart-city-agent/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": []
}Record generated Oct 8, 2026.