[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71P3NCHYK5CF65W8W0W3MXW":3,"skill-same:01M71P3NCHYK5CF65W8W0W3MXW":58},{"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":18,"publishedAt":30,"linkOnly":31,"markdownContent":32,"markdownBody":33,"frontMatter":34,"refName":35,"commitSha":36,"skillDirectory":37,"forksCount":38,"repositoryHtmlUrl":39,"repositoryHomepageUrl":6,"ownerHtmlUrl":40,"ownerBlogUrl":41,"ownerDescription":42,"updatedAt":43,"install":44,"resources":57},"01M71P3NCHYK5CF65W8W0W3MXW","swarm",null,"Fan out N parallel workers, drain them, and return one report. Use for 'swarm this', or parallel coverage, races, gauntlets, and exploration.","drsh4dow\u002Fpi-setup","drsh4dow","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F45247070?v=4","01M71P068NASGHSWS11VWW416N","Daniel Moretti","01M71P0698BH81N65NP04X9NVN",10,"MIT","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fswarm\u002FSKILL.md",[],[5,19,20,21,22,23,24,25,26,27,28,29],"coverage","drain","parallel","exploration","for","report","use","false","workers","fan out","one","2026-11-10 10:56:23",false,"---\nname: swarm\ndescription: \"Fan out N parallel workers, drain them, and return one report. Use for 'swarm this', or parallel coverage, races, gauntlets, and exploration.\"\ndisable-model-invocation: false\nuser-invokable: false\n---\n\n# Swarm\n\n## Start\n\nOpen a todolist with one entry per phase before launching anything.\n\n1. Frame\n2. Fan out\n3. Aggregate\n4. Report\n\n## Phase A: Frame\n\n1. State the done predicate and the artifact or report the swarm must return.\n2. Choose the shape. Partition into slices, race N workers on identical briefs, or mix both. For a race or mixed shape, declare `first pass`, `rank all`, or `best-of` before spawning.\n3. Workers run `anthropic\u002Fclaude-opus-5-5`, per the subagents skill. For a model race, name each arm's model up front.\n4. Give each worker its own writable output when it writes. When workers verify or measure commits, each brief names the exact SHAs. A measurement brief also names the method (sample count, what one sample is, order). The worker records both in its result.\n\n## Phase B: Fan out\n\nSpawn all N workers in one message as subagents per the subagents skill, on the step 3 model, each in its own git worktree with its own ports and state.\n\nWhen a worker must start from a non-default branch, create its worktree from that branch.\n\nEvery brief stands alone. Include the goal, scope, exact slice or race arm, how to verify, and what to report. Reports use `PASS`, `ISSUES`, or `BLOCKED` with evidence. A worker that can prove a defect reports `ISSUES` and lists every issue it can prove, not only the first.\n\nIf a worker drops out, proceed with N-1 and note it.\n\n## Phase C: Aggregate\n\nRead the terminal results. Drop a result that does not record the SHAs and method its brief names, and respawn that worker once. After a second miss, record a gap. A gap does not count as a pass. For coverage, every required slice needs a result. For a race, apply the selection rule declared up front. Use first pass, rank all, or best-of. Do not paste raw worker dumps.\n\n## Phase D: Report\n\nReturn one consolidated in-chat report with a result table, issue one-liners, gaps or dropouts, and the race rule when used.\n","# Swarm\n\n## Start\n\nOpen a todolist with one entry per phase before launching anything.\n\n1. Frame\n2. Fan out\n3. Aggregate\n4. Report\n\n## Phase A: Frame\n\n1. State the done predicate and the artifact or report the swarm must return.\n2. Choose the shape. Partition into slices, race N workers on identical briefs, or mix both. For a race or mixed shape, declare `first pass`, `rank all`, or `best-of` before spawning.\n3. Workers run `anthropic\u002Fclaude-opus-5-5`, per the subagents skill. For a model race, name each arm's model up front.\n4. Give each worker its own writable output when it writes. When workers verify or measure commits, each brief names the exact SHAs. A measurement brief also names the method (sample count, what one sample is, order). The worker records both in its result.\n\n## Phase B: Fan out\n\nSpawn all N workers in one message as subagents per the subagents skill, on the step 3 model, each in its own git worktree with its own ports and state.\n\nWhen a worker must start from a non-default branch, create its worktree from that branch.\n\nEvery brief stands alone. Include the goal, scope, exact slice or race arm, how to verify, and what to report. Reports use `PASS`, `ISSUES`, or `BLOCKED` with evidence. A worker that can prove a defect reports `ISSUES` and lists every issue it can prove, not only the first.\n\nIf a worker drops out, proceed with N-1 and note it.\n\n## Phase C: Aggregate\n\nRead the terminal results. Drop a result that does not record the SHAs and method its brief names, and respawn that worker once. After a second miss, record a gap. A gap does not count as a pass. For coverage, every required slice needs a result. For a race, apply the selection rule declared up front. Use first pass, rank all, or best-of. Do not paste raw worker dumps.\n\n## Phase D: Report\n\nReturn one consolidated in-chat report with a result table, issue one-liners, gaps or dropouts, and the race rule when used.\n",{"name":5,"description":7,"user-invokable":31,"disable-model-invocation":31},"main","f7936596c1ba2e1472dadccc3f111b9d517fa96c","agent\u002Fskills\u002Fswarm",2,"https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup","https:\u002F\u002Fgithub.com\u002Fdrsh4dow","https:\u002F\u002Fdanielmoretti.com\u002F","Toss A Coin To Your Witcher :pirate_flag: ","2026-11-03 22:13:53",{"source":8,"skillName":5,"commands":45,"prompt":55,"zipAvailable":56},[46,49,52],{"tool":47,"command":48},"npx","npx skills add drsh4dow\u002Fpi-setup --skill swarm",{"tool":50,"command":51},"bunx","bunx skills add drsh4dow\u002Fpi-setup --skill swarm",{"tool":53,"command":54},"pnpm","pnpm dlx skills add drsh4dow\u002Fpi-setup --skill swarm","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fswarm\u002FSKILL.md",true,[],[59,80,110,127,148,159],{"skillNo":60,"name":61,"nameZh":6,"description":62,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":63,"categories":64,"keywords":65,"publishedAt":30},"01M71P4GPJMBK21BTZBKY9T8EE","changelog","Write the changelog entry for a pull request. Use when a PR changes behavior that users, operators, or integrators can notice.","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fevals\u002Fharness-lessons\u002Ffixtures\u002Fchangelog-skill\u002FSKILL.md",[],[61,66,67,68,69,70,71,72,23,73,74,75,76,25,77,78,79],"users","pull","notice","changes","operators","pr","pull request","request","behavior","entry","write","when","can","changelog entry",{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":96,"publishedAt":30},"01M71P4E9AZM56JBY227P2G1SC","writing-good-tickets","Write, file, or update an issue or ticket that an agent or a developer can take to one PR. Use when filing a bug or feature, updating an issue, or breaking a plan into tickets.","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fwriting-good-tickets\u002FSKILL.md",[86,91],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000018","写作与文案","SCENARIO","使用场景",{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[97,98,99,100,71,101,102,103,25,26,77,104,29,78,105,106,76,107,108,109],"good","writing","tickets","writing good tickets","feature","filing","ticket","file","plan","update","bug","take","issue",{"skillNo":111,"name":112,"nameZh":6,"description":113,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":114,"categories":115,"keywords":118,"publishedAt":30},"01M71P4C0B0DXTRRSG9RA6Y687","writing-good-prs","Write or update a pull request title and body that a reviewer can trust and own. Use when opening a PR or editing its description.","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fwriting-good-prs\u002FSKILL.md",[116,117],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[97,119,98,120,67,121,71,122,25,26,77,78,123,124,72,73,106,76,125,126],"prs","writing good prs","trust","editing","reviewer","title","opening a pr","body",{"skillNo":128,"name":129,"nameZh":6,"description":130,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":131,"categories":132,"keywords":135,"publishedAt":30},"01M71P49D1AG2MR6AYNPMMT34Z","writing-good-commits","Write or reword a git commit message and size the commit it describes. Use when committing, or when reshaping commits during a rebase.","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fwriting-good-commits\u002FSKILL.md",[133,134],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[136,97,98,137,138,139,76,140,141,142,25,26,143,144,77,145,146,147],"commits","writing good commits","message","size","git commit message","git","git commit","rebase","commit message","committing","commit","it",{"skillNo":149,"name":150,"nameZh":6,"description":151,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":152,"categories":153,"keywords":156,"publishedAt":30},"01M71P480BDE55JMPVVEBCFS7P","writing-for-agents","Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fwriting-for-agents\u002FSKILL.md",[154,155],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[157,23,98,122,25,26,158,77],"writing for agents","documents",{"skillNo":160,"name":161,"nameZh":6,"description":162,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":165,"publishedAt":30},"01M71P45SNCD7DDSA6FRVCPA17","wizard","Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.","https:\u002F\u002Fgithub.com\u002Fdrsh4dow\u002Fpi-setup\u002Fblob\u002Fmain\u002Fagent\u002Fskills\u002Fwizard\u002FSKILL.md",[],[161,166,167,23,168,169,170,171,25,172,26,77,173,29,174,78,175,176,177,178],"running","setting","up","ci","provisioning infrastructure","only","invoke","Bash","interactive","credentials","dashboard","generate","human"]