[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M7196RB53CAD5VTMX4W9B66R":3,"skill-same:01M7196RB53CAD5VTMX4W9B66R":55},{"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":27,"linkOnly":28,"markdownContent":29,"markdownBody":30,"frontMatter":31,"refName":33,"commitSha":34,"skillDirectory":35,"forksCount":36,"repositoryHtmlUrl":37,"repositoryHomepageUrl":38,"ownerHtmlUrl":39,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":40,"install":41,"resources":54},"01M7196RB53CAD5VTMX4W9B66R","research-experiment",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-experiment\u002FSKILL.md",[16],{"categoryNo":17,"categoryName":18,"taxonomyType":19,"taxonomyTypeDesc":20},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[22,23,24,25,26],"research","experiment","research experiment","execution","structured","2026-11-10 10:12:30",false,"---\nid: research-experiment\ntitle: Structured Experiment Execution\n---\n\n# Structured Experiment Execution\n\nTest a hypothesis using a structured methodology that produces quantifiable results.\n\n## Process\n\n1. Read the hypothesis statement, test plan, and falsification criteria\n2. Design the experiment:\n   - Define what constitutes \"treatment\" vs \"control\" (or comparison groups)\n   - Identify the outcome measure\n   - Document potential confounders\n3. Execute the experiment — gather evidence through reasoning, literature analysis, or data analysis\n4. Compute effect size using Cohen's d or appropriate measure\n5. Estimate confidence interval\n6. Document methodology and limitations\n7. Determine outcome against falsification criteria\n\n## Effect Size Computation\n\nCohen's d:\n```\nd = (M_treatment - M_control) \u002F SD_pooled\nSD_pooled = sqrt((SD1^2 + SD2^2) \u002F 2)\n```\n\nMagnitude: |d| \u003C 0.2 negligible, 0.2-0.5 small, 0.5-0.8 medium, > 0.8 large\n\nFor qualitative evidence, estimate effect magnitude from evidence strength:\n- Strong, consistent evidence: d ~ 0.8-1.2\n- Moderate evidence: d ~ 0.4-0.7\n- Weak or mixed evidence: d ~ 0.1-0.3\n\n## Output Schema\n\nEach result must include:\n- `status`: supported, refuted, or inconclusive\n- `effectSize`: with type, value, magnitude\n- `confidenceInterval`: with lower, upper, level\n- `evidence`: array of observations with source and weight\n- `methodology`: description of approach\n- `limitations`: acknowledged weaknesses\n\n## Quality Criteria\n\n- Every observation cites a source\n- Effect size is computed and interpreted\n- Methodology is documented\n- Limitations are acknowledged\n- Status is justified by evidence and falsification criteria\n","# Structured Experiment Execution\n\nTest a hypothesis using a structured methodology that produces quantifiable results.\n\n## Process\n\n1. Read the hypothesis statement, test plan, and falsification criteria\n2. Design the experiment:\n   - Define what constitutes \"treatment\" vs \"control\" (or comparison groups)\n   - Identify the outcome measure\n   - Document potential confounders\n3. Execute the experiment — gather evidence through reasoning, literature analysis, or data analysis\n4. Compute effect size using Cohen's d or appropriate measure\n5. Estimate confidence interval\n6. Document methodology and limitations\n7. Determine outcome against falsification criteria\n\n## Effect Size Computation\n\nCohen's d:\n```\nd = (M_treatment - M_control) \u002F SD_pooled\nSD_pooled = sqrt((SD1^2 + SD2^2) \u002F 2)\n```\n\nMagnitude: |d| \u003C 0.2 negligible, 0.2-0.5 small, 0.5-0.8 medium, > 0.8 large\n\nFor qualitative evidence, estimate effect magnitude from evidence strength:\n- Strong, consistent evidence: d ~ 0.8-1.2\n- Moderate evidence: d ~ 0.4-0.7\n- Weak or mixed evidence: d ~ 0.1-0.3\n\n## Output Schema\n\nEach result must include:\n- `status`: supported, refuted, or inconclusive\n- `effectSize`: with type, value, magnitude\n- `confidenceInterval`: with lower, upper, level\n- `evidence`: array of observations with source and weight\n- `methodology`: description of approach\n- `limitations`: acknowledged weaknesses\n\n## Quality Criteria\n\n- Every observation cites a source\n- Effect size is computed and interpreted\n- Methodology is documented\n- Limitations are acknowledged\n- Status is justified by evidence and falsification criteria\n",{"id":5,"title":32},"Structured Experiment Execution","main","7d618d8bc059f1a0974706d1d15ec25f73cf1e1d","examples\u002Fscientific-research\u002F.converge\u002Fskills\u002Fresearch-experiment",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":42,"prompt":52,"zipAvailable":53},[43,46,49],{"tool":44,"command":45},"npx","npx skills add openplaybooks-dev\u002Fconverge --skill research-experiment",{"tool":47,"command":48},"bunx","bunx skills add openplaybooks-dev\u002Fconverge --skill research-experiment",{"tool":50,"command":51},"pnpm","pnpm dlx skills add openplaybooks-dev\u002Fconverge --skill research-experiment","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fopenplaybooks-dev\u002Fconverge\u002Fblob\u002Fmain\u002Fexamples\u002Fscientific-research\u002F.converge\u002Fskills\u002Fresearch-experiment\u002FSKILL.md",true,[],[56,82,91,113,138,166],{"skillNo":57,"name":58,"nameZh":6,"description":59,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":60,"categories":61,"keywords":65,"publishedAt":27},"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",[62],{"categoryNo":63,"categoryName":64,"taxonomyType":19,"taxonomyTypeDesc":20},"01JBSEEDCAT000000000000023","Skill与智能体开发",[66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81],"checker","hello checker","hello","it","use","content","validate","spec","verify","check","file","workflow","when","Meet","files","for",{"skillNo":83,"name":84,"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":85,"categories":86,"keywords":88,"publishedAt":27},"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",[87],{"categoryNo":63,"categoryName":64,"taxonomyType":19,"taxonomyTypeDesc":20},[89,90],"ask skill","ask",{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":101,"publishedAt":27},"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",[97,100],{"categoryNo":98,"categoryName":99,"taxonomyType":19,"taxonomyTypeDesc":20},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":63,"categoryName":64,"taxonomyType":19,"taxonomyTypeDesc":20},[102,103,104,105,106,81,107,108,109,110,111,112],"html","artifact","review","html review artifact","as","framework","wide","guidance","markdown","human","artifacts",{"skillNo":114,"name":115,"nameZh":6,"description":116,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":117,"categories":118,"keywords":120,"publishedAt":27},"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",[119],{"categoryNo":63,"categoryName":64,"taxonomyType":19,"taxonomyTypeDesc":20},[121,122,123,124,77,125,70,126,127,128,129,130,131,132,133,134,135,136,137,78],"converge","converge planning","planning","structure","tasks","decompose","hand","write","plan","how","update","playbook","new","design","how to","end","project",{"skillNo":139,"name":140,"nameZh":6,"description":141,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":142,"categories":143,"keywords":150,"publishedAt":27},"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",[144,145],{"categoryNo":63,"categoryName":64,"taxonomyType":19,"taxonomyTypeDesc":20},{"categoryNo":146,"categoryName":147,"taxonomyType":148,"taxonomyTypeDesc":149},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[151,152,121,153,154,155,156,157,158,159,127,160,161,134,135,162,136,163,164,165],"converge control","control","operate","invalid","show","api","me","work","reset","show me","cleanup","clean","inspect","select","retry",{"skillNo":167,"name":168,"nameZh":6,"description":169,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":173,"publishedAt":27},"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",[172],{"categoryNo":146,"categoryName":147,"taxonomyType":148,"taxonomyTypeDesc":149},[174,175,176,177,128,178,179,180,181,182,183,184,185,186,187,136,188,121,189,190],"repair taskts","repair","Bash","edit","read","line","at","spawn","code","analysis","number","errors","issues","fix","chain","definition","never"]