llm-se-agent
LLM-Based Software Engineering Agent — CrewAI multi-agent system llm-se-agent LLM-Based Software Engineering Agent — CrewAI multi-agent system 一个 AI 驱动的开发助手，接收自然语言需求，自动完成需求分析、代码生成、测试编写和错误调试——全流程端到端。 --- 项目简介 llm-se-agent 是基于 $1 构建、由通义千问（Qwen-Max，via DashScope）驱动的多智能体流水线。输入一句自然语言描述（如 *"创建一个登录系统"*），系统会按序调度三个专职 AI 智能体，自动生成经过测试和调试的完整代码，无需人工干预。 本项目为软件工程课程作业，由 7 人团队完成，旨在验证大语言模型自动化软件开发核心生命周期的可行性。 --- 工作原理 所有智能体间通信均通过经过校验的 JSON Schema 进行。编排器（M1）负责管理流水线、执行数据合约、处理 CrewAI 任务排序。 快速开始 **1. 克隆仓
Rank
23
Safety
66
Updated
Oct 9, 2026
Source
GITHUB REPOS
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
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.
- Vendor
- Mrpetetevendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
- 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-mrpetete-llm-se-agent/snapshot"
Documentation
GITHUB REPOS
3,588 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Mrpetete",
"href": "https://github.com/MrPetete/llm-se-agent",
"sourceUrl": "https://github.com/MrPetete/llm-se-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T19:13:37.433Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-mrpetete-llm-se-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mrpetete-llm-se-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T19:13:37.433Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-mrpetete-llm-se-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mrpetete-llm-se-agent/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": [
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]
}Record generated Oct 9, 2026.