codecrew-studio
A multi-agent code generation and review system built with CrewAI, RAG and Streamlit. CodeCrew Studio CodeCrew Studio 是一个基于 CrewAI 的多 Agent 代码生成与审查系统。项目通过 Streamlit 提供聊天式交互界面，当用户提出代码或工程需求时，系统会自动启动多 Agent 协作流程，完成需求分析、代码生成、质量审查和最终交付。 Features - 多 Agent 顺序协作：基于 CrewAI Sequential 流程构建 Senior Engineer、QA Engineer、Chief QA Engineer 三个角色。 - RAG 历史代码检索：基于 ChromaDB 和 DashScope Embeddings 构建本地向量知识库，支持历史代码相似检索。 - 代码审查工具链：封装 RAG Search、Code Interpreter、File Search 等工具，辅助代码生成、验证和修正。 - 聊天式前端：基于 Streamlit 实现普通聊天、代码任
Rank
20
Safety
66
Stars
1
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. 1 GitHub stars reported by the source. 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
- Mochen13148vendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Adoption signal
- 1 GitHub starsadoption · 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-mochen13148-codecrew-studio/snapshot"
Documentation
GITHUB REPOS
2,507 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": "Mochen13148",
"href": "https://github.com/mochen13148/codecrew-studio",
"sourceUrl": "https://github.com/mochen13148/codecrew-studio",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T21:21:36.292Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-mochen13148-codecrew-studio/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mochen13148-codecrew-studio/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T21:21:36.292Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/mochen13148/codecrew-studio",
"sourceUrl": "https://github.com/mochen13148/codecrew-studio",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T21:21:36.292Z",
"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-mochen13148-codecrew-studio/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mochen13148-codecrew-studio/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 10, 2026.