{"id":"a0b32b95-2795-4e25-a4bf-c61a7d2352cf","slug":"crewai-siqiany-glasscrewagent","name":"GlassCrewAgent","description":"一个基于crewai的玻璃材料智能体","canonicalUrl":"https://www.xpersona.co/skill/crewai-siqiany-glasscrewagent","sourceUrl":"https://github.com/siqiany/GlassCrewAgent","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"siqiany","label":"Siqiany","url":"https://github.com/siqiany/GlassCrewAgent"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-09T15:56:32.249Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Siqiany"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Siqiany","href":"https://github.com/siqiany/GlassCrewAgent","sourceUrl":"https://github.com/siqiany/GlassCrewAgent","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T15:56:32.256Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/crewai-siqiany-glasscrewagent/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-siqiany-glasscrewagent/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T15:56:32.256Z","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-siqiany-glasscrewagent/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-siqiany-glasscrewagent/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"GlassCrewAgent","description":"一个基于crewai的玻璃材料智能体","source":"GITHUB_REPOS","sourceId":"crewai:1223134376","repository":"https://github.com/siqiany/GlassCrewAgent","documentation":"https://www.xpersona.co/skill/crewai-siqiany-glasscrewagent/agent/crewai-siqiany-glasscrewagent","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/siqiany/GlassCrewAgent.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"文献检索 → 材料属性查询 → 组分生成 → FDTD 仿真 → 验证 → [迭代] → 最终报告"},{"kind":"example","language":"text","snippet":"GlassCrewAgent/\n├── app.py                         # Flask Web 界面（SSE 实时日志）\n├── setup.py                       # 包配置\n├── environment.yml                # Conda 环境依赖\n├── requirements.txt               # Pip 依赖（版本锁定）\n├── .env                           # 环境变量（API 密钥、连接配置）\n├── templates/\n│   └── index.html                 # Web 前端\n├── src/GlassCrewAgent/\n│   ├── crew.py                    # Crew 定义与智能体编排\n│   ├── main.py                    # CLI 入口\n│   ├── config/\n│   │   ├── agents.yaml            # 智能体角色与目标\n│   │   └── tasks.yaml             # 任务定义与协作流程\n│   └── tools/\n│       ├── generalCommon.py       # arXiv 检索与 PDF 阅读\n│       ├── qdrant_search_tool.py  # 本地论文库语义搜索\n│       ├── MPtools.py             # Materials Project API 查询\n│       ├── VAE_tools.py           # CVAE 玻璃组分生成\n│       ├── meep_tools.py          # FDTD 电磁仿真（Meep）\n│       ├── vasp_tools.py          # VASP 入口（仅暴露 6 个高层工具）\n│       ├── vasp_platform.py       # 超算平台交互（SSH/API）\n│       ├── vasp_simulation.py     # VASP 输入生成与工作流编排\n│       └── vasp_analysis.py       # VASP 结果解析与可视化\n├── tests/                         # 测试文件\n├── output/                        # 生成的报告与仿真结果\n└── data/                          # VAE 模型、Qdrant 向量库"}]}}