[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DSN41ACKWWA614VCJ35VVE":3,"skill-same:01M6DSN41ACKWWA614VCJ35VVE":77},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":27,"linkOnly":28,"markdownContent":29,"markdownBody":30,"frontMatter":31,"refName":32,"commitSha":33,"skillDirectory":34,"forksCount":14,"repositoryHtmlUrl":35,"repositoryHomepageUrl":6,"ownerHtmlUrl":36,"ownerBlogUrl":37,"ownerDescription":38,"updatedAt":39,"install":40,"resources":53},"01M6DSN41ACKWWA614VCJ35VVE","finding_validator",null,"Validate research findings","sadjad6\u002Fopen-autonomous-research-lab","sadjad6","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F32264973?v=4","01M6DSBMD7SHZCAMZ6VMGWAYWR","Dr. Sadjad Sadeghi","01M6DSBMHRRQZCPP7T9YMR46VK",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fresearch\u002Ffinding_validator\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[24,25,26],"finding validator","research","validate","2026-11-10 10:12:30",false,"---\nname: finding_validator\ndescription: Validate research findings\n---\n\n# Finding Validator\n\n## Description\nValidate research findings\n\n## When to Use\nWhen verifying analysis results\n\n## Workflow\n1. Cross-check data\\n2. Validate stats\\n3. Confirm conclusions\n\n## Tools Used\nscipy\n\n## Examples\n```python\nfrom src.skills.research.finding_validator import Skill\n\nskill = Skill()\nresult = await skill.run(SkillInput(data={\"key\": \"value\"}))\n```\n\n## Best Practices\nUse multiple validation methods\n","# Finding Validator\n\n## Description\nValidate research findings\n\n## When to Use\nWhen verifying analysis results\n\n## Workflow\n1. Cross-check data\\n2. Validate stats\\n3. Confirm conclusions\n\n## Tools Used\nscipy\n\n## Examples\n```python\nfrom src.skills.research.finding_validator import Skill\n\nskill = Skill()\nresult = await skill.run(SkillInput(data={\"key\": \"value\"}))\n```\n\n## Best Practices\nUse multiple validation methods\n",{"name":5,"description":7},"main","19d5aed8a5e48ff5443f425990d1df390d792bee","src\u002Fskills\u002Fresearch\u002Ffinding_validator","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab","https:\u002F\u002Fgithub.com\u002Fsadjad6","https:\u002F\u002Fsadeghi-ai.de\u002F","AI\u002FML Engineer | GenAI, RAG & Agentic AI | MLOps & ML Systems | PhD in Physics. Founder & AI\u002FML Engineer at JadayLix Studio.","2026-10-01 01:54:20",{"source":8,"skillName":5,"commands":41,"prompt":51,"zipAvailable":52},[42,45,48],{"tool":43,"command":44},"npx","npx skills add sadjad6\u002Fopen-autonomous-research-lab --skill finding_validator",{"tool":46,"command":47},"bunx","bunx skills add sadjad6\u002Fopen-autonomous-research-lab --skill finding_validator",{"tool":49,"command":50},"pnpm","pnpm dlx skills add sadjad6\u002Fopen-autonomous-research-lab --skill 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scatter plot visualizations","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fvisualization\u002Fscatter_plot\u002FSKILL.md",[],[85,86,87],"scatter plot","generate","visualizations",{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":105,"publishedAt":27},"01M6DSQMQ6H8SB2T4D1Y5FRCZC","report_chart","Generate publication-quality charts","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fvisualization\u002Freport_chart\u002FSKILL.md",[94,97,102],{"categoryNo":95,"categoryName":96,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000013","分析与可视化",{"categoryNo":98,"categoryName":99,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",{"categoryNo":103,"categoryName":104,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000034","行政与办公人员",[106,107,108,109,110,86],"chart","report","report chart","quality","Charts",{"skillNo":112,"name":113,"nameZh":6,"description":114,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":115,"categories":116,"keywords":119,"publishedAt":27},"01M6DSQGEZV6NGZYJYZEC2HHQ2","pie_chart","Generate 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visualizations","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fvisualization\u002Fline_chart\u002FSKILL.md",[127,128],{"categoryNo":95,"categoryName":96,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":98,"categoryName":99,"taxonomyType":100,"taxonomyTypeDesc":101},[130,131,106,87,86],"line chart","line",{"skillNo":133,"name":134,"nameZh":6,"description":135,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":136,"categories":137,"keywords":138,"publishedAt":27},"01M6DSQ8811RDV2C3TC1C73SKJ","interactive_plot","Generate interactive Plotly visualizations","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fvisualization\u002Finteractive_plot\u002FSKILL.md",[],[139,140,87,141,86],"interactive plot","interactive","plotly",{"skillNo":143,"name":144,"nameZh":6,"description":145,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":146,"categories":147,"keywords":148,"publishedAt":27},"01M6DSQ4GNMQ1GMF5NK71X1PJQ","histogram","Generate histogram visualizations","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fvisualization\u002Fhistogram\u002FSKILL.md",[],[144,86,87]]