[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M7196T92F9RXTPWCQ9FV6993":3,"skill-same:01M7196T92F9RXTPWCQ9FV6993":54},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":14,"categories":15,"keywords":21,"publishedAt":26,"linkOnly":27,"markdownContent":28,"markdownBody":29,"frontMatter":30,"refName":32,"commitSha":33,"skillDirectory":34,"forksCount":35,"repositoryHtmlUrl":36,"repositoryHomepageUrl":37,"ownerHtmlUrl":38,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":39,"install":40,"resources":53},"01M7196T92F9RXTPWCQ9FV6993","research-grade",null,"openplaybooks-dev\u002Fconverge","openplaybooks-dev","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F270560357?v=4","01M7191G17AHW5SXN63HJ0BEZV","01M7191G29922BDNWN8CFVG4PD",3,"MIT","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fexamples\u002Fscientific-research\u002F.converge\u002Fskills\u002Fresearch-grade\u002FSKILL.md",[16],{"categoryNo":17,"categoryName":18,"taxonomyType":19,"taxonomyTypeDesc":20},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[22,23,24,25],"research","research grade","assessment","evidence","2026-11-10 10:12:30",false,"---\nid: research-grade\ntitle: GRADE Evidence Assessment\n---\n\n# GRADE Evidence Assessment\n\nRate evidence quality using the GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) methodology.\n\n## GRADE Levels\n\n### Grade A — High Quality\n- Consistent findings from multiple high-quality sources\n- Large effect sizes (d > 0.8) with narrow CIs\n- Direct applicability to research question\n- No major methodological limitations\n- Further research unlikely to change confidence\n\n### Grade B — Moderate Quality\n- Consistent findings from adequate sources\n- Meaningful effect sizes (d 0.5-0.8) with reasonable CIs\n- Mostly applicable to research question\n- Minor methodological limitations\n- Further research may change the estimate\n\n### Grade C — Low Quality\n- Inconsistent findings or limited sources\n- Small or uncertain effect sizes (d 0.2-0.5) or wide CIs\n- Indirect applicability\n- Notable methodological limitations\n- Further research likely to change the estimate\n\n### Grade D — Very Low Quality\n- Single source or expert opinion only\n- Negligible effect (d \u003C 0.2) or no quantifiable effect\n- Largely indirect or speculative\n- Major methodological concerns\n- Any estimate is very uncertain\n\n## Upgrade Factors (+1 level)\n- Large effect magnitude (d > 0.8 with narrow CI)\n- Dose-response gradient\n- All plausible confounders would reduce the observed effect\n\n## Downgrade Factors (-1 level)\n- Risk of bias in study design\n- Inconsistency across sources (I^2 > 50%)\n- Indirectness of evidence\n- Imprecision (CI crosses null\u002Fzero)\n- Publication bias suspected\n\n## Quality Criteria\n\n- Every claim has a grade with rationale\n- Upgrade\u002Fdowngrade factors are explicitly documented\n- Bayesian posteriors are updated based on evidence grades\n- Grade distribution is reported\n","# GRADE Evidence Assessment\n\nRate evidence quality using the GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) methodology.\n\n## GRADE Levels\n\n### Grade A — High Quality\n- Consistent findings from multiple high-quality sources\n- Large effect sizes (d > 0.8) with narrow CIs\n- Direct applicability to research question\n- No major methodological limitations\n- Further research unlikely to change confidence\n\n### Grade B — Moderate Quality\n- Consistent findings from adequate sources\n- Meaningful effect sizes (d 0.5-0.8) with reasonable CIs\n- Mostly applicable to research question\n- Minor methodological limitations\n- Further research may change the estimate\n\n### Grade C — Low Quality\n- Inconsistent findings or limited sources\n- Small or uncertain effect sizes (d 0.2-0.5) or wide CIs\n- Indirect applicability\n- Notable methodological limitations\n- Further research likely to change the estimate\n\n### Grade D — Very Low Quality\n- Single source or expert opinion only\n- Negligible effect (d \u003C 0.2) or no quantifiable effect\n- Largely indirect or speculative\n- Major methodological concerns\n- Any estimate is very uncertain\n\n## Upgrade Factors (+1 level)\n- Large effect magnitude (d > 0.8 with narrow CI)\n- Dose-response gradient\n- All plausible confounders would reduce the observed effect\n\n## Downgrade Factors (-1 level)\n- Risk of bias in study design\n- Inconsistency across sources (I^2 > 50%)\n- Indirectness of evidence\n- Imprecision (CI crosses null\u002Fzero)\n- Publication bias suspected\n\n## Quality Criteria\n\n- Every claim has a grade with rationale\n- Upgrade\u002Fdowngrade factors are explicitly documented\n- Bayesian posteriors are updated based on evidence grades\n- Grade distribution is reported\n",{"id":5,"title":31},"GRADE Evidence Assessment","main","7d618d8bc059f1a0974706d1d15ec25f73cf1e1d","examples\u002Fscientific-research\u002F.converge\u002Fskills\u002Fresearch-grade",1,"https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge","https:\u002F\u002Fplaybooks.to","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev","2026-06-13 10:11:21",{"source":7,"skillName":5,"commands":41,"prompt":51,"zipAvailable":52},[42,45,48],{"tool":43,"command":44},"npx","npx skills add openplaybooks-dev\u002Fconverge --skill research-grade",{"tool":46,"command":47},"bunx","bunx skills add openplaybooks-dev\u002Fconverge --skill research-grade",{"tool":49,"command":50},"pnpm","pnpm dlx skills add openplaybooks-dev\u002Fconverge --skill research-grade","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fexamples\u002Fscientific-research\u002F.converge\u002Fskills\u002Fresearch-grade\u002FSKILL.md",true,[],[55,81,90,112,137,165],{"skillNo":56,"name":57,"nameZh":6,"description":58,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":59,"categories":60,"keywords":64,"publishedAt":26},"01M71989MQF3GPZ7P5TX6S93PD","hello-checker","Use this skill when asked to \"verify\", \"check\", or \"validate\" a file's existence and content. It provides a reliable workflow for confirming files meet their spec.","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Ftests\u002Ftest-codex-real\u002F.converge\u002Fskills\u002Fhello-checker\u002FSKILL.md",[61],{"categoryNo":62,"categoryName":63,"taxonomyType":19,"taxonomyTypeDesc":20},"01JBSEEDCAT000000000000023","Skill与智能体开发",[65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80],"checker","hello checker","hello","it","use","content","validate","spec","verify","check","file","workflow","when","Meet","files","for",{"skillNo":82,"name":83,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":87,"publishedAt":26},"01M7198823W79B3S15TPV97TCB","ask-skill","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Ftests\u002Ftest-ask-autonomous\u002F.converge\u002Fplaybooks\u002Fdefault\u002Fskills\u002Fask-skill\u002FSKILL.md",[86],{"categoryNo":62,"categoryName":63,"taxonomyType":19,"taxonomyTypeDesc":20},[88,89],"ask skill","ask",{"skillNo":91,"name":92,"nameZh":6,"description":93,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":94,"categories":95,"keywords":100,"publishedAt":26},"01M71986EJ6VCM8YKGEM2YEDQV","html-review-artifact","Framework-wide guidance for crafting polished human-review artifacts as markdown or HTML","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fskills\u002Fhtml-review-artifact\u002FSKILL.md",[96,99],{"categoryNo":97,"categoryName":98,"taxonomyType":19,"taxonomyTypeDesc":20},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":62,"categoryName":63,"taxonomyType":19,"taxonomyTypeDesc":20},[101,102,103,104,105,80,106,107,108,109,110,111],"html","artifact","review","html review artifact","as","framework","wide","guidance","markdown","human","artifacts",{"skillNo":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":119,"publishedAt":26},"01M719833M2XWXG1VPBW30GW7J","converge-planning","Design a Converge playbook end-to-end. Use when the user says \"plan a project\", \"design a playbook\", \"decompose into tasks\", \"scaffold a Converge workflow\", \"onboard to Converge\", or asks how to write TASK.md \u002F playbook.yml. Two entry points: plan a new playbook or update an existing one. Hand off to `\u002Fconverge-control` after producing the playbook structure.","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fskills\u002Fconverge-planning\u002FSKILL.md",[118],{"categoryNo":62,"categoryName":63,"taxonomyType":19,"taxonomyTypeDesc":20},[120,121,122,123,76,124,69,125,126,127,128,129,130,131,132,133,134,135,136,77],"converge","converge planning","planning","structure","tasks","decompose","hand","write","plan","how","update","playbook","new","design","how to","end","project",{"skillNo":138,"name":139,"nameZh":6,"description":140,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":141,"categories":142,"keywords":149,"publishedAt":26},"01M7197XZT1T9GDYAJGVGX1J60","converge-control","Operate a Converge playbook end-to-end — start runs, monitor progress, narrow failures with `--select`, inspect runtime state, validate definitions, surgically reset subtrees, and stop stuck or orphaned runs. Use this skill whenever the user says \"run my playbook\", \"execute this\", \"monitor the run\", \"converge failed\", \"the run is stuck\", \"retry failures\", \"babysit this playbook\", \"what's the status?\", \"show me the gantt\", or asks how to use `converge run` \u002F `--select` \u002F `inspect` \u002F `doctor` \u002F `clean` \u002F `stop`. Also use it for `HTTP 401` \u002F `Invalid API key` failures on the first task — those are environment-not-playbook problems — and for any post-run cleanup work. Hand off to `converge-planning` if the user wants to design or restructure the playbook itself.","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fskills\u002Fconverge-control\u002FSKILL.md",[143,144],{"categoryNo":62,"categoryName":63,"taxonomyType":19,"taxonomyTypeDesc":20},{"categoryNo":145,"categoryName":146,"taxonomyType":147,"taxonomyTypeDesc":148},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[150,151,120,152,153,154,155,156,157,158,126,159,160,133,134,161,135,162,163,164],"converge control","control","operate","invalid","show","api","me","work","reset","show me","cleanup","clean","inspect","select","retry",{"skillNo":166,"name":167,"nameZh":6,"description":168,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":169,"categories":170,"keywords":172,"publishedAt":26},"01M7197SCVN0QTD3CM4M83WYJH","repair-taskts","Fix task.ts definition issues — Seed syntax, missing .build(), empty checks, import errors, TypeScript errors","https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fpackages\u002Fcore\u002Fsrc\u002Fnavigator\u002Frepair\u002Fskill-templates\u002Frepair-taskts\u002FSKILL.md",[171],{"categoryNo":145,"categoryName":146,"taxonomyType":147,"taxonomyTypeDesc":148},[173,174,175,176,127,177,178,179,180,181,182,183,184,185,186,135,187,120,188,189],"repair taskts","repair","Bash","edit","read","line","at","spawn","code","analysis","number","errors","issues","fix","chain","definition","never"]