[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M713588NFMP5XX7GTPZB90F1":3,"skill-same:01M713588NFMP5XX7GTPZB90F1":67},{"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":23,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":44,"commitSha":45,"skillDirectory":46,"forksCount":47,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":50,"ownerDescription":51,"updatedAt":52,"install":53,"resources":66},"01M713588NFMP5XX7GTPZB90F1","verification-before-completion",null,"Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always","EthanYoQ\u002FSkill-hub","EthanYoQ","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F257484394?v=4","01M70C9QKWR1YS0S7V26DNB18H","Ethan","01M70C9QMER047R5ANZZA6KC2P",11,"MIT","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Farchives\u002Fuser-installed-skills\u002Fverification-before-completion\u002F08db239daad924ee\u002Fverification-before-completion\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"verification","verification before completion","running","evidence","complete","prs","claim","use","assertions","when","output","claims","work","about","commands","2026-11-10 10:12:30",false,"---\nname: verification-before-completion\ndescription: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always\n---\n\n# Verification Before Completion\n\n## Overview\n\n**Core principle:** Evidence before claims, always.\n\n**Violating the letter of this rule is violating the spirit of this rule.**\n\n## The Iron Law\n\n```\nNO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION EVIDENCE\n```\n\nIf you haven't run the verification command in this message, you cannot claim it passes.\n\n## The Gate Function\n\n```\nBEFORE claiming any status or expressing satisfaction:\n\n1. IDENTIFY: What command proves this claim?\n2. RUN: Execute the FULL command (fresh, complete)\n3. READ: Full output, check exit code, count failures\n4. VERIFY: Does output confirm the claim?\n   - If NO: State actual status with evidence\n   - If YES: State claim WITH evidence\n5. ONLY THEN: Make the claim\n\nSkip any step = lying, not verifying\n```\n\n## Common Failures\n\n| Claim | Requires | Not Sufficient |\n|-------|----------|----------------|\n| Tests pass | Test command output: 0 failures | Previous run, \"should pass\" |\n| Linter clean | Linter output: 0 errors | Partial check, extrapolation |\n| Build succeeds | Build command: exit 0 | Linter passing, logs look good |\n| Bug fixed | Test original symptom: passes | Code changed, assumed fixed |\n| Regression test works | Red-green cycle verified | Test passes once |\n| Agent completed | VCS diff shows changes | Agent reports \"success\" |\n| Requirements met | Line-by-line checklist | Tests passing |\n\n## Red Flags - STOP\n\n- Using \"should\", \"probably\", \"seems to\"\n- Expressing satisfaction before verification (\"Great!\", \"Perfect!\", \"Done!\", etc.)\n- About to commit\u002Fpush\u002FPR without verification\n- Trusting agent success reports\n- Relying on partial verification\n- Thinking \"just this once\"\n- Tired and wanting work over\n- **ANY wording implying success without having run verification**\n\n## Rationalization Prevention\n\n| Excuse | Reality |\n|--------|---------|\n| \"Should work now\" | RUN the verification |\n| \"I'm confident\" | Confidence ≠ evidence |\n| \"Just this once\" | No exceptions |\n| \"Linter passed\" | Linter ≠ compiler |\n| \"Agent said success\" | Verify independently |\n| \"I'm tired\" | Exhaustion ≠ excuse |\n| \"Partial check is enough\" | Partial proves nothing |\n| \"Different words so rule doesn't apply\" | Spirit over letter |\n\n## Key Patterns\n\n**Tests:**\n```\n✅ [Run test command] [See: 34\u002F34 pass] \"All tests pass\"\n❌ \"Should pass now\" \u002F \"Looks correct\"\n```\n\n**Regression tests (TDD Red-Green):**\n```\n✅ Write → Run (pass) → Revert fix → Run (MUST FAIL) → Restore → Run (pass)\n❌ \"I've written a regression test\" (without red-green verification)\n```\n\n**Build:**\n```\n✅ [Run build] [See: exit 0] \"Build passes\"\n❌ \"Linter passed\" (linter doesn't check compilation)\n```\n\n**Requirements:**\n```\n✅ Re-read plan → Create checklist → Verify each → Report gaps or completion\n❌ \"Tests pass, phase complete\"\n```\n\n**Agent delegation:**\n```\n✅ Agent reports success → Check VCS diff → Verify changes → Report actual state\n❌ Trust agent report\n```\n\n## When To Apply\n\n**ALWAYS before:**\n- ANY variation of success\u002Fcompletion claims\n- ANY expression of satisfaction\n- ANY positive statement about work state\n- Committing, PR creation, task completion\n- Moving to next task\n- Delegating to agents\n\n**Rule applies to:**\n- Exact phrases\n- Paraphrases and synonyms\n- Implications of success\n- ANY communication suggesting completion\u002Fcorrectness\n","# Verification Before Completion\n\n## Overview\n\n**Core principle:** Evidence before claims, always.\n\n**Violating the letter of this rule is violating the spirit of this rule.**\n\n## The Iron Law\n\n```\nNO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION EVIDENCE\n```\n\nIf you haven't run the verification command in this message, you cannot claim it passes.\n\n## The Gate Function\n\n```\nBEFORE claiming any status or expressing satisfaction:\n\n1. IDENTIFY: What command proves this claim?\n2. RUN: Execute the FULL command (fresh, complete)\n3. READ: Full output, check exit code, count failures\n4. VERIFY: Does output confirm the claim?\n   - If NO: State actual status with evidence\n   - If YES: State claim WITH evidence\n5. ONLY THEN: Make the claim\n\nSkip any step = lying, not verifying\n```\n\n## Common Failures\n\n| Claim | Requires | Not Sufficient |\n|-------|----------|----------------|\n| Tests pass | Test command output: 0 failures | Previous run, \"should pass\" |\n| Linter clean | Linter output: 0 errors | Partial check, extrapolation |\n| Build succeeds | Build command: exit 0 | Linter passing, logs look good |\n| Bug fixed | Test original symptom: passes | Code changed, assumed fixed |\n| Regression test works | Red-green cycle verified | Test passes once |\n| Agent completed | VCS diff shows changes | Agent reports \"success\" |\n| Requirements met | Line-by-line checklist | Tests passing |\n\n## Red Flags - STOP\n\n- Using \"should\", \"probably\", \"seems to\"\n- Expressing satisfaction before verification (\"Great!\", \"Perfect!\", \"Done!\", etc.)\n- About to commit\u002Fpush\u002FPR without verification\n- Trusting agent success reports\n- Relying on partial verification\n- Thinking \"just this once\"\n- Tired and wanting work over\n- **ANY wording implying success without having run verification**\n\n## Rationalization Prevention\n\n| Excuse | Reality |\n|--------|---------|\n| \"Should work now\" | RUN the verification |\n| \"I'm confident\" | Confidence ≠ evidence |\n| \"Just this once\" | No exceptions |\n| \"Linter passed\" | Linter ≠ compiler |\n| \"Agent said success\" | Verify independently |\n| \"I'm tired\" | Exhaustion ≠ excuse |\n| \"Partial check is enough\" | Partial proves nothing |\n| \"Different words so rule doesn't apply\" | Spirit over letter |\n\n## Key Patterns\n\n**Tests:**\n```\n✅ [Run test command] [See: 34\u002F34 pass] \"All tests pass\"\n❌ \"Should pass now\" \u002F \"Looks correct\"\n```\n\n**Regression tests (TDD Red-Green):**\n```\n✅ Write → Run (pass) → Revert fix → Run (MUST FAIL) → Restore → Run (pass)\n❌ \"I've written a regression test\" (without red-green verification)\n```\n\n**Build:**\n```\n✅ [Run build] [See: exit 0] \"Build passes\"\n❌ \"Linter passed\" (linter doesn't check compilation)\n```\n\n**Requirements:**\n```\n✅ Re-read plan → Create checklist → Verify each → Report gaps or completion\n❌ \"Tests pass, phase complete\"\n```\n\n**Agent delegation:**\n```\n✅ Agent reports success → Check VCS diff → Verify changes → Report actual state\n❌ Trust agent report\n```\n\n## When To Apply\n\n**ALWAYS before:**\n- ANY variation of success\u002Fcompletion claims\n- ANY expression of satisfaction\n- ANY positive statement about work state\n- Committing, PR creation, task completion\n- Moving to next task\n- Delegating to agents\n\n**Rule applies to:**\n- Exact phrases\n- Paraphrases and synonyms\n- Implications of success\n- ANY communication suggesting completion\u002Fcorrectness\n",{"name":5,"description":7},"mine","1e7390741dffd3d5041fca4ebc056071ee3ba137","archives\u002Fuser-installed-skills\u002Fverification-before-completion\u002F08db239daad924ee\u002Fverification-before-completion",5,"https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub","https:\u002F\u002Fgithub.com\u002FEthanYoQ","www.orz.md","Part Marketer, Part AI Explorer.","2026-11-07 14:52:29",{"source":8,"skillName":5,"commands":54,"prompt":64,"zipAvailable":65},[55,58,61],{"tool":56,"command":57},"npx","npx skills add EthanYoQ\u002FSkill-hub --skill verification-before-completion",{"tool":59,"command":60},"bunx","bunx skills add EthanYoQ\u002FSkill-hub --skill verification-before-completion",{"tool":62,"command":63},"pnpm","pnpm dlx skills add EthanYoQ\u002FSkill-hub --skill verification-before-completion","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Farchives\u002Fuser-installed-skills\u002Fverification-before-completion\u002F08db239daad924ee\u002Fverification-before-completion\u002FSKILL.md",true,[],[68,94,125,148,166,181],{"skillNo":69,"name":70,"nameZh":6,"description":71,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":72,"categories":73,"keywords":75,"publishedAt":39},"01M713CBDSYARG4PXFXK2R2NNN","xhs-pharma-social-listening","Run evidence-disciplined Xiaohongshu social listening for foreign pharma employee pain points. Use when the user asks to collect and analyze notes\u002Fcomments about pharma companies, aliases, roles, compliance, medical affairs, or AI topics, then produce a cited and scored sampled-insight report. Includes independent-evidence counting, MediaCrawler batch collection, and CAPTCHA\u002F461 fallback to Agent Reach\u002FOpenCLI.","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Fskills\u002F10-business-industry\u002Fxhs-pharma-social-listening\u002FSKILL.md",[74],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[76,77,78,79,80,81,33,82,83,84,85,86,87,88,89,90,27,91,92,93],"social","xhs pharma social listening","social listening","xhs","medical","counting","collection","batch","analyze","notes","run","opencli","fallback","captcha","agent reach","for","collect","produce",{"skillNo":95,"name":96,"nameZh":6,"description":97,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":98,"categories":99,"keywords":106,"publishedAt":39},"01M713C8Q76ZP0WXXBRAFKS6EE","healthcare-phi-compliance","Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications. Covers data classification, access control, audit trails, encryption, and common leak vectors. Use when code touches PHI or PII in a healthcare system, or when auditing access control, audit trails, or leak vectors.","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Fskills\u002F10-business-industry\u002Fhealthcare-phi-compliance\u002FSKILL.md",[100,101],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":102,"categoryName":103,"taxonomyType":104,"taxonomyTypeDesc":105},"01JBSEEDCAT000000000000037","律师与法务","PROFESSION","适用职业",[107,108,109,110,111,112,113,114,33,115,116,117,118,119,120,121,91,122,123,124],"healthcare","phi","compliance","healthcare phi compliance","pii","compliance patterns","information","access","encryption","code","common","audit","data","patterns","Access Control","system","applications","Auditing Access Control",{"skillNo":126,"name":127,"nameZh":6,"description":128,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":129,"categories":130,"keywords":132,"publishedAt":39},"01M713C5R2GE43X45T2K75TB76","healthcare-eval-harness","Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance. Blocks deployments on safety failures. Use when a healthcare deployment must be gated on patient-safety tests for CDSS accuracy, PHI exposure, and workflow integrity.","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Fskills\u002F10-business-industry\u002Fhealthcare-eval-harness\u002FSKILL.md",[131],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[107,133,134,135,136,137,138,33,139,140,141,142,108,91,143,144,145,146,31,147],"eval","harness","healthcare eval harness","eval harness","clinical","patient","workflow","Evaluation","Safety","integrity","deployment","accuracy","tests","deployments","super",{"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":155,"publishedAt":39},"01M713C2J17S91VYR7A8M696VR","healthcare-emr-patterns","EMR\u002FEHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. Use when building EMR or EHR features such as encounter workflows, prescription generation, or clinical data entry UI.","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Fskills\u002F10-business-industry\u002Fhealthcare-emr-patterns\u002FSKILL.md",[154],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[107,156,120,157,158,80,137,159,33,160,161,162,141,119,163,164,165,91,123,31],"EMR","healthcare emr patterns","decision","workflows","support","clinical decision support","features","ui","as","development",{"skillNo":167,"name":168,"nameZh":6,"description":169,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":173,"publishedAt":39},"01M713BZERTXV0N8X6SW9DDVWZ","healthcare-cdss-patterns","Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows. Use when building clinical decision support — drug interaction checks, dose validation, clinical scoring, or alert severity.","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Fskills\u002F10-business-industry\u002Fhealthcare-cdss-patterns\u002FSKILL.md",[172],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[107,120,174,158,137,156,159,33,175,176,160,161,177,165,122,178,31,179,147,180],"healthcare cdss patterns","scoring","interaction","severity","classification","alert","decision support",{"skillNo":182,"name":183,"nameZh":6,"description":184,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":185,"categories":186,"keywords":188,"publishedAt":39},"01M713BVK3PQR7V4ZKYGMWMXJD","dxy-task-clarify","用户的请求含糊、缺背景、缺资料说明、缺读者或用途时使用。先用少量带选项的追问把任务问清楚，写成任务卡，用户确认后再执行。尤其适用于医生、科研人员和药企各岗位的工作，例如「帮我分析一下这些数据」「帮我准备明天的拜访」「写个总结」「做个 PPT」「回一下这封邮件」「整理一下会议纪要」「整理一下这些文献」「帮我准备下周的讲课」「写个病例汇报」「帮我写个提示词」。用户说「先问我」「帮我理清需求」「我不知道怎么描述」「我不会问 AI」时也使用。用途、资料、读者都已说清的请求，纯翻译，以及写代码、改代码，不使用。","https:\u002F\u002Fgithub.com\u002FEthanYoQ\u002FSkill-hub\u002Fblob\u002Fmine\u002Fskills\u002F10-business-industry\u002Fdxy-task-clarify\u002FSKILL.md",[187],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[189,190,191,192,193,194,195,196],"clarify","dxy task clarify","task","pptx","整理","翻译","数据","总结"]