[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6P7WKA1VD82KBEKR9YRFA5F":3,"skill-same:01M6P7WKA1VD82KBEKR9YRFA5F":76},{"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":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":14,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":50,"updatedAt":51,"install":52,"resources":64},"01M6P7WKA1VD82KBEKR9YRFA5F","principle-sequence-verifiable-units",null,"Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs. Break work into small units that each end in a verifiable state, check each before the next, and order delivery so the sequence proves itself to a reviewer.","sarthchawla\u002FSetupMyAI","sarthchawla","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F41484686?v=4","01M6P7D22NFMY9MA11Q2YGPKV2","Sarthak Chawla","01M6P7D26JJ9KW98SD1G8BB83R",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsarthchawla\u002FSetupMyAI\u002Fblob\u002Fmain\u002Fpackages\u002Fpstack\u002Fskills\u002Fprinciple-sequence-verifiable-units\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"principle sequence verifiable units","sequence","units","next","prs","apply","break","true","you","multi","end","delivery","state","migrations","check","work","reviewer","stack","commits","how","2026-11-10 10:12:30",false,"---\nname: principle-sequence-verifiable-units\ndescription: \"Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs. Break work into small units that each end in a verifiable state, check each before the next, and order delivery so the sequence proves itself to a reviewer.\"\ndisable-model-invocation: true\n---\n\n# Sequence work into verifiable units\n\nOrder work as a sequence of small units, each ending in a state you can check, and don't advance until the current one is green.\n\n**Why:** A break caught at the unit that caused it is cheap to localize. A break caught after a batch is buried, and you have already built further on a broken base. Sequencing those same units into a delivery a reviewer can replay turns \"trust me\" into \"watch it go red, then green.\"\n\n**Execution.** In a sweep, migration, or any run of similar edits, verify each change before starting the next. Each unit is a before\u002Fafter bracket: known-good state, one change, run the check, then proceed. Rebase onto clean trunk first so every check measures against the real baseline. When a lever does the edits, the per-unit check is nearly free. Run it anyway.\n\n**Delivery.** Stack commits and PRs in the order that proves the work. The canonical shape is the failing test first, then the fix on top. Other story orders are a subtraction before the reshape, a baseline capture before the treatment, the scaffold before the feature. Each commit lands on its own and the sequence reads as an argument.\n\nThe sequencing complement to the **prove-it-works** principle skill, which keeps each check real, and the **build-the-lever** principle skill, which makes the per-unit check cheap.\n","# Sequence work into verifiable units\n\nOrder work as a sequence of small units, each ending in a state you can check, and don't advance until the current one is green.\n\n**Why:** A break caught at the unit that caused it is cheap to localize. A break caught after a batch is buried, and you have already built further on a broken base. Sequencing those same units into a delivery a reviewer can replay turns \"trust me\" into \"watch it go red, then green.\"\n\n**Execution.** In a sweep, migration, or any run of similar edits, verify each change before starting the next. Each unit is a before\u002Fafter bracket: known-good state, one change, run the check, then proceed. Rebase onto clean trunk first so every check measures against the real baseline. When a lever does the edits, the per-unit check is nearly free. Run it anyway.\n\n**Delivery.** Stack commits and PRs in the order that proves the work. The canonical shape is the failing test first, then the fix on top. Other story orders are a subtraction before the reshape, a baseline capture before the treatment, the scaffold before the feature. Each commit lands on its own and the sequence reads as an argument.\n\nThe sequencing complement to the **prove-it-works** principle skill, which keeps each check real, and the **build-the-lever** principle skill, which makes the per-unit check cheap.\n",{"name":5,"description":7,"disable-model-invocation":44},true,"main","3934845b800ff514cb89eb81d43f3dc4cbf51ff2","packages\u002Fpstack\u002Fskills\u002Fprinciple-sequence-verifiable-units","https:\u002F\u002Fgithub.com\u002Fsarthchawla\u002FSetupMyAI","https:\u002F\u002Fgithub.com\u002Fsarthchawla","there ain't no problem i can't solve","2026-10-23 01:26:57",{"source":8,"skillName":5,"commands":53,"prompt":63,"zipAvailable":44},[54,57,60],{"tool":55,"command":56},"npx","npx skills add sarthchawla\u002FSetupMyAI --skill principle-sequence-verifiable-units",{"tool":58,"command":59},"bunx","bunx skills add sarthchawla\u002FSetupMyAI --skill principle-sequence-verifiable-units",{"tool":61,"command":62},"pnpm","pnpm dlx skills add sarthchawla\u002FSetupMyAI --skill 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candidate","candidate","synthetic","review","only","testing","Evaluation","smoke","runner","for",{"skillNo":108,"name":109,"nameZh":6,"description":110,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":111,"categories":112,"keywords":113,"publishedAt":39},"01M6P88FEGGNH8EZY0PDHD9KQA","synthetic-review-baseline","Baseline for smoke testing an evaluation runner only.","https:\u002F\u002Fgithub.com\u002Fsarthchawla\u002FSetupMyAI\u002Fblob\u002Fmain\u002Fscripts\u002Fskill-eval\u002Ffixtures\u002Fbaseline\u002FSKILL.md",[],[114,99,115,100,104,105,106,101,102,103],"synthetic review baseline","baseline",{"skillNo":117,"name":100,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":121,"publishedAt":39},"01M6P87ZXVEHRM860960DB5FEQ","Run the existing user-invoked review bundle and independently adjudicate its findings.","https:\u002F\u002Fgithub.com\u002Fsarthchawla\u002FSetupMyAI\u002Fblob\u002Fmain\u002Fpackages\u002Funiversal\u002Fskills\u002Freview\u002FSKILL.md",[],[100,122,123,124,125],"run","user","bundle","Existing",{"skillNo":127,"name":128,"nameZh":6,"description":129,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":130,"categories":131,"keywords":132,"publishedAt":39},"01M6P87FC73MZTRB6ZBP4GR1VQ","review-adjudication","Verify generated or human review findings before fixing, defending, replying, resolving, or reusing them as learned guidance. Use within a review, review-comment fix, monitor, or readiness workflow.","https:\u002F\u002Fgithub.com\u002Fsarthchawla\u002FSetupMyAI\u002Fblob\u002Fmain\u002Fpackages\u002Funiversal\u002Fskills\u002Freview-adjudication\u002FSKILL.md",[],[133,100,134,135,136,137,138,139,140,141,142,143,144,145,146],"review adjudication","workflow","generated","human review","guidance","human","as","readiness","learned","review findings","fix","use","verify","monitor",{"skillNo":148,"name":149,"nameZh":6,"description":150,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":151,"categories":152,"keywords":153,"publishedAt":39},"01M6P871Q44KQES293T60JQETA","monitor-mr","Monitor review findings and CI using the shared adjudication procedure.","https:\u002F\u002Fgithub.com\u002Fsarthchawla\u002FSetupMyAI\u002Fblob\u002Fmain\u002Fpackages\u002Funiversal\u002Fskills\u002Fmonitor-mr\u002FSKILL.md",[],[146,154,155,142,156,157,100],"mr","monitor mr","shared","ci"]