[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CC82Z4V3205KCJWQZPS2VG":3,"skill-same:01M6CC82Z4V3205KCJWQZPS2VG":60},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":34,"linkOnly":35,"markdownContent":36,"markdownBody":37,"frontMatter":38,"refName":39,"commitSha":40,"skillDirectory":41,"forksCount":42,"repositoryHtmlUrl":43,"repositoryHomepageUrl":6,"ownerHtmlUrl":44,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":45,"install":46,"resources":59},"01M6CC82Z4V3205KCJWQZPS2VG","evidence-synthesis",null,"This skill should be used when the user asks to \"synthesize findings\", \"combine research\", \"cross-reference sources\", \"summarize evidence\", \"write a deep review\", or mentions evidence synthesis, finding consolidation, cross-source analysis, or research summarization.","ray-manaloto\u002Fmacos-development-environment","ray-manaloto","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F227192835?v=4","01M6CBR7J13ZA01X5YB1A1QRJP","01M6CBR7P0S3NS8ZV81JYNST14",1,"MIT","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fevidence-synthesis\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33],"evidence","Synthesis","evidence synthesis","review","summarize","research","deep review","analysis","write","user","reference","2026-11-10 10:12:30",false,"---\nname: evidence-synthesis\ndescription: >\n  This skill should be used when the user asks to \"synthesize findings\", \"combine\n  research\", \"cross-reference sources\", \"summarize evidence\", \"write a deep review\",\n  or mentions evidence synthesis, finding consolidation, cross-source analysis, or\n  research summarization.\n---\n\n# Evidence Synthesis\n\n## Synthesis Workflow\n\n1. **Gather** — Read relevant YAML provenance records from docs\u002Fresearch\u002Ftrail\u002Ffindings\u002F\n2. **Group** — Cluster findings by topic, tool, or theme\n3. **Cross-reference** — Identify agreements, contradictions, and gaps across sources\n4. **Synthesize** — Write deep review combining insights\n5. **Score** — Assess confidence level of synthesized conclusions\n\n## Progressive Disclosure Retrieval\n\nUse 3-layer approach to avoid context bloat:\n- **Layer 1 (index)**: file paths, titles, confidence — ~100 tokens\u002Fresult\n- **Layer 2 (context)**: finding summary, implication — ~500 tokens\n- **Layer 3 (full detail)**: complete provenance record — ~500-1000 tokens\n\nSearch index FIRST, load context for relevant hits, full detail only when needed.\n\n## Deep Review Format\n\nWrite to `docs\u002Fresearch\u002Ftrail\u002Fdeep-reviews\u002F\u003Ctopic>.md`:\n```markdown\n# \u003CTopic> Deep Review\n\n## Summary\n\u003C1-3 sentence executive summary>\n\n## Key Findings\n- Finding 1 (source: finding-\u003Cslug>.yaml, confidence: confirmed)\n- Finding 2 (source: finding-\u003Cslug>.yaml, confidence: probable)\n\n## Contradictions\n\u003CWhere sources disagree and why>\n\n## Gaps\n\u003CWhat remains unknown>\n\n## Recommendations\n\u003CActionable next steps>\n```\n\n## Rules\n\n- Never load all findings into context at once — use progressive disclosure\n- Always cite source provenance records by filename\n- Flag contradictions explicitly — do not silently favor one source\n- Write synthesis to disk immediately, not at session end\n","# Evidence Synthesis\n\n## Synthesis Workflow\n\n1. **Gather** — Read relevant YAML provenance records from docs\u002Fresearch\u002Ftrail\u002Ffindings\u002F\n2. **Group** — Cluster findings by topic, tool, or theme\n3. **Cross-reference** — Identify agreements, contradictions, and gaps across sources\n4. **Synthesize** — Write deep review combining insights\n5. **Score** — Assess confidence level of synthesized conclusions\n\n## Progressive Disclosure Retrieval\n\nUse 3-layer approach to avoid context bloat:\n- **Layer 1 (index)**: file paths, titles, confidence — ~100 tokens\u002Fresult\n- **Layer 2 (context)**: finding summary, implication — ~500 tokens\n- **Layer 3 (full detail)**: complete provenance record — ~500-1000 tokens\n\nSearch index FIRST, load context for relevant hits, full detail only when needed.\n\n## Deep Review Format\n\nWrite to `docs\u002Fresearch\u002Ftrail\u002Fdeep-reviews\u002F\u003Ctopic>.md`:\n```markdown\n# \u003CTopic> Deep Review\n\n## Summary\n\u003C1-3 sentence executive summary>\n\n## Key Findings\n- Finding 1 (source: finding-\u003Cslug>.yaml, confidence: confirmed)\n- Finding 2 (source: finding-\u003Cslug>.yaml, confidence: probable)\n\n## Contradictions\n\u003CWhere sources disagree and why>\n\n## Gaps\n\u003CWhat remains unknown>\n\n## Recommendations\n\u003CActionable next steps>\n```\n\n## Rules\n\n- Never load all findings into context at once — use progressive disclosure\n- Always cite source provenance records by filename\n- Flag contradictions explicitly — do not silently favor one source\n- Write synthesis to disk immediately, not at session end\n",{"name":5,"description":7},"main","716b17df3ef6719d88aeac180015008b7ddfff6f","rsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fevidence-synthesis",0,"https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment","https:\u002F\u002Fgithub.com\u002Fray-manaloto","2026-08-03 16:55:50",{"source":8,"skillName":5,"commands":47,"prompt":57,"zipAvailable":58},[48,51,54],{"tool":49,"command":50},"npx","npx skills add ray-manaloto\u002Fmacos-development-environment --skill evidence-synthesis",{"tool":52,"command":53},"bunx","bunx skills add ray-manaloto\u002Fmacos-development-environment --skill evidence-synthesis",{"tool":55,"command":56},"pnpm","pnpm dlx skills add ray-manaloto\u002Fmacos-development-environment --skill evidence-synthesis","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fevidence-synthesis\u002FSKILL.md",true,[],[61,81,98,114,132,146],{"skillNo":62,"name":63,"nameZh":6,"description":64,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":65,"categories":66,"keywords":70,"publishedAt":34},"01M6CC8DXNJ39YWERYTWCGGCGG","next-workflow-step","Use this skill when the user wants to transition to the next workflow step, wrap up a session cleanly, prepare a handoff, or says things like \"next step\", \"continue the workflow\", \"wrap up\", \"hand off\", \"move to the next phase\", \"what's next in embrace\", or \"prepare for \u002Fclear\". Also triggers when the current octo:embrace phase appears complete and no explicit next action is set.","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fworkflow-toolkit\u002Fskills\u002Fnext-workflow-step\u002FSKILL.md",[67],{"categoryNo":68,"categoryName":69,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[71,72,73,74,75,76,77,32,78,79,80],"next workflow step","workflow","handoff","prepare","SET","continue","wrap up","session","use","up",{"skillNo":82,"name":83,"nameZh":6,"description":84,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":85,"categories":86,"keywords":87,"publishedAt":34},"01M6CC8BRZBQHEBXGMKPDM422P","source-discovery","This skill should be used when the user asks to \"find sources\", \"discover URLs\", \"catalog a source\", \"classify a URL\", \"search for libraries\", \"check what exists\", or mentions source discovery, URL cataloging, source classification, or research source management.","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fsource-discovery\u002FSKILL.md",[],[88,89,32,28,90,91,92,93,94,95,96,97],"source discovery","discovery","libraries","search","classification","find","check","management","catalog","find sources",{"skillNo":99,"name":100,"nameZh":6,"description":101,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":102,"categories":103,"keywords":104,"publishedAt":34},"01M6CC89CGJP69A0PS22G2H1FV","review-synthesis","This skill should be used when the user asks to \"summarize review findings\", \"prioritize fixes\", \"rank review issues\", \"combine reviewer feedback\", \"create action items from review\", or mentions review synthesis, finding prioritization, severity ranking, or review result summarization.","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Freview-synthesis\u002FSKILL.md",[],[24,105,26,106,107,108,32,109,27,110,111,112,113],"review synthesis","create action","feedback","reviewer","prioritize","create","issues","severity","prioritization",{"skillNo":115,"name":116,"nameZh":6,"description":117,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":118,"categories":119,"keywords":121,"publishedAt":34},"01M6CC872EZ9GRJY0HRCG0RT2M","research-scoring","This skill should be used when the user asks to \"score research\", \"check research quality\", \"evaluate coverage\", \"measure improvement\", \"assess research completeness\", or mentions research scoring, quality metrics, coverage gaps, improvement baseline, or research pipeline status.","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fresearch-scoring\u002FSKILL.md",[120],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[122,28,123,124,125,126,127,128,94,32,129,130,131],"research scoring","pipeline","status","coverage gaps","metrics","baseline","quality","coverage","pipeline status","research quality",{"skillNo":133,"name":134,"nameZh":6,"description":135,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":136,"categories":137,"keywords":138,"publishedAt":34},"01M6CC852HSDS1FE4EJAT0RHGR","notebooklm-integration","This skill should be used when the user asks to \"ingest into NotebookLM\", \"query NotebookLM\", \"add sources to notebook\", \"cross-source synthesis\", \"check stale sources\", or mentions NotebookLM, notebook integration, source ingestion, or knowledge consolidation.","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fnotebooklm-integration\u002FSKILL.md",[],[139,140,141,142,94,32,143,144,145,24],"notebooklm integration","notebooklm","integration","knowledge","ingestion","ingest","stale",{"skillNo":147,"name":148,"nameZh":6,"description":149,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":150,"categories":151,"keywords":152,"publishedAt":34},"01M6CC80NRAT1Y486DGPGC92P2","debate-orchestration","This skill should be used when the user asks to \"run a multi-model review\", \"debate code changes\", \"invoke reviewd\", \"get multiple model opinions\", \"run adversarial review\", or mentions multi-model review, debate orchestration, reviewd CLI, codex review, gemini review, or adversarial code analysis.","https:\u002F\u002Fgithub.com\u002Fray-manaloto\u002Fmacos-development-environment\u002Fblob\u002Fmain\u002Frsm-subagents\u002Fplugins\u002Fresearch-review-toolkit\u002Fskills\u002Fdebate-orchestration\u002FSKILL.md",[],[153,154,155,156,157,158,159,32,160,30,161,162,26,163],"debate orchestration","orchestration","run","adversarial review","codex","gemini","cli","model","codex review","multi-model","code"]