[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CHEPWM7S8HBPBX55J5NAT4":3,"skill-same:01M6CHEPWM7S8HBPBX55J5NAT4":78},{"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":46,"linkOnly":47,"markdownContent":48,"markdownBody":49,"frontMatter":50,"refName":55,"commitSha":56,"skillDirectory":57,"forksCount":58,"repositoryHtmlUrl":59,"repositoryHomepageUrl":6,"ownerHtmlUrl":60,"ownerBlogUrl":61,"ownerDescription":62,"updatedAt":63,"install":64,"resources":77},"01M6CHEPWM7S8HBPBX55J5NAT4","clay-migration-deep-dive",null,"Execute Clay major re-architecture and migration strategies with strangler fig pattern.\nUse when migrating to or from Clay, performing major version upgrades,\nor re-platforming existing integrations to Clay.\nTrigger with phrases like \"migrate clay\", \"clay migration\",\n\"switch to clay\", \"clay replatform\", \"clay upgrade major\".","Dicklesworthstone\u002Fpi_agent_rust","Dicklesworthstone","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F35050222?v=4","01M6CG26AR942CSVMN1M5E3DSE","Jeff Emanuel","01M6CG26EPP71PSHW1VDS71121",1991,"MIT","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Fplugins-community\u002Fplugins\u002Fsaas-packs\u002Fclay-pack\u002Fskills\u002Fclay-migration-deep-dive\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],"deep dive","deep","clay","clay migration deep dive","migration","version","strangler fig","when","re","io","strategies","pattern","upgrade","switch","architecture","use","upgrades","execute","edit","write","read","node","integrations","migrate","Bash","kubectl","npm","2026-11-10 10:12:30",false,"---\nname: clay-migration-deep-dive\ndescription: |\n  Execute Clay major re-architecture and migration strategies with strangler fig pattern.\n  Use when migrating to or from Clay, performing major version upgrades,\n  or re-platforming existing integrations to Clay.\n  Trigger with phrases like \"migrate clay\", \"clay migration\",\n  \"switch to clay\", \"clay replatform\", \"clay upgrade major\".\nallowed-tools: Read, Write, Edit, Bash(npm:*), Bash(node:*), Bash(kubectl:*)\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\n---\n\n# Clay Migration Deep Dive\n\n## Overview\nComprehensive guide for migrating to or from Clay, or major version upgrades.\n\n## Prerequisites\n- Current system documentation\n- Clay SDK installed\n- Feature flag infrastructure\n- Rollback strategy tested\n\n## Migration Types\n\n| Type | Complexity | Duration | Risk |\n|------|-----------|----------|------|\n| Fresh install | Low | Days | Low |\n| From competitor | Medium | Weeks | Medium |\n| Major version | Medium | Weeks | Medium |\n| Full replatform | High | Months | High |\n\n## Pre-Migration Assessment\n\n### Step 1: Current State Analysis\n```bash\n# Document current implementation\nfind . -name \"*.ts\" -o -name \"*.py\" | xargs grep -l \"clay\" > clay-files.txt\n\n# Count integration points\nwc -l clay-files.txt\n\n# Identify dependencies\nnpm list | grep clay\npip freeze | grep clay\n```\n\n### Step 2: Data Inventory\n```typescript\ninterface MigrationInventory {\n  dataTypes: string[];\n  recordCounts: Record\u003Cstring, number>;\n  dependencies: string[];\n  integrationPoints: string[];\n  customizations: string[];\n}\n\nasync function assessClayMigration(): Promise\u003CMigrationInventory> {\n  return {\n    dataTypes: await getDataTypes(),\n    recordCounts: await getRecordCounts(),\n    dependencies: await analyzeDependencies(),\n    integrationPoints: await findIntegrationPoints(),\n    customizations: await documentCustomizations(),\n  };\n}\n```\n\n## Migration Strategy: Strangler Fig Pattern\n\n```\nPhase 1: Parallel Run\n┌─────────────┐     ┌─────────────┐\n│   Old       │     │   New       │\n│   System    │ ──▶ │  Clay   │\n│   (100%)    │     │   (0%)      │\n└─────────────┘     └─────────────┘\n\nPhase 2: Gradual Shift\n┌─────────────┐     ┌─────────────┐\n│   Old       │     │   New       │\n│   (50%)     │ ──▶ │   (50%)     │\n└─────────────┘     └─────────────┘\n\nPhase 3: Complete\n┌─────────────┐     ┌─────────────┐\n│   Old       │     │   New       │\n│   (0%)      │ ──▶ │   (100%)    │\n└─────────────┘     └─────────────┘\n```\n\n## Implementation Plan\n\n### Phase 1: Setup (Week 1-2)\n```bash\n# Install Clay SDK\nnpm install @clay\u002Fsdk\n\n# Configure credentials\ncp .env.example .env.clay\n# Edit with new credentials\n\n# Verify connectivity\nnode -e \"require('@clay\u002Fsdk').ping()\"\n```\n\n### Phase 2: Adapter Layer (Week 3-4)\n```typescript\n\u002F\u002F src\u002Fadapters\u002Fclay.ts\ninterface ServiceAdapter {\n  create(data: CreateInput): Promise\u003CResource>;\n  read(id: string): Promise\u003CResource>;\n  update(id: string, data: UpdateInput): Promise\u003CResource>;\n  delete(id: string): Promise\u003Cvoid>;\n}\n\nclass ClayAdapter implements ServiceAdapter {\n  async create(data: CreateInput): Promise\u003CResource> {\n    const clayData = this.transform(data);\n    return clayClient.create(clayData);\n  }\n\n  private transform(data: CreateInput): ClayInput {\n    \u002F\u002F Map from old format to Clay format\n  }\n}\n```\n\n### Phase 3: Data Migration (Week 5-6)\n```typescript\nasync function migrateClayData(): Promise\u003CMigrationResult> {\n  const batchSize = 100;\n  let processed = 0;\n  let errors: MigrationError[] = [];\n\n  for await (const batch of oldSystem.iterateBatches(batchSize)) {\n    try {\n      const transformed = batch.map(transform);\n      await clayClient.batchCreate(transformed);\n      processed += batch.length;\n    } catch (error) {\n      errors.push({ batch, error });\n    }\n\n    \u002F\u002F Progress update\n    console.log(`Migrated ${processed} records`);\n  }\n\n  return { processed, errors };\n}\n```\n\n### Phase 4: Traffic Shift (Week 7-8)\n```typescript\n\u002F\u002F Feature flag controlled traffic split\nfunction getServiceAdapter(): ServiceAdapter {\n  const clayPercentage = getFeatureFlag('clay_migration_percentage');\n\n  if (Math.random() * 100 \u003C clayPercentage) {\n    return new ClayAdapter();\n  }\n\n  return new LegacyAdapter();\n}\n```\n\n## Rollback Plan\n\n```bash\n# Immediate rollback\nkubectl set env deployment\u002Fapp CLAY_ENABLED=false\nkubectl rollout restart deployment\u002Fapp\n\n# Data rollback (if needed)\n.\u002Fscripts\u002Frestore-from-backup.sh --date YYYY-MM-DD\n\n# Verify rollback\ncurl https:\u002F\u002Fapp.yourcompany.com\u002Fhealth | jq '.services.clay'\n```\n\n## Post-Migration Validation\n\n```typescript\nasync function validateClayMigration(): Promise\u003CValidationReport> {\n  const checks = [\n    { name: 'Data count match', fn: checkDataCounts },\n    { name: 'API functionality', fn: checkApiFunctionality },\n    { name: 'Performance baseline', fn: checkPerformance },\n    { name: 'Error rates', fn: checkErrorRates },\n  ];\n\n  const results = await Promise.all(\n    checks.map(async c => ({ name: c.name, result: await c.fn() }))\n  );\n\n  return { checks: results, passed: results.every(r => r.result.success) };\n}\n```\n\n## Instructions\n\n### Step 1: Assess Current State\nDocument existing implementation and data inventory.\n\n### Step 2: Build Adapter Layer\nCreate abstraction layer for gradual migration.\n\n### Step 3: Migrate Data\nRun batch data migration with error handling.\n\n### Step 4: Shift Traffic\nGradually route traffic to new Clay integration.\n\n## Output\n- Migration assessment complete\n- Adapter layer implemented\n- Data migrated successfully\n- Traffic fully shifted to Clay\n\n## Error Handling\n| Issue | Cause | Solution |\n|-------|-------|----------|\n| Data mismatch | Transform errors | Validate transform logic |\n| Performance drop | No caching | Add caching layer |\n| Rollback triggered | Errors spiked | Reduce traffic percentage |\n| Validation failed | Missing data | Check batch processing |\n\n## Examples\n\n### Quick Migration Status\n```typescript\nconst status = await validateClayMigration();\nconsole.log(`Migration ${status.passed ? 'PASSED' : 'FAILED'}`);\nstatus.checks.forEach(c => console.log(`  ${c.name}: ${c.result.success}`));\n```\n\n## Resources\n- [Strangler Fig Pattern](https:\u002F\u002Fmartinfowler.com\u002Fbliki\u002FStranglerFigApplication.html)\n- [Clay Migration Guide](https:\u002F\u002Fdocs.clay.com\u002Fmigration)\n\n## Flagship+ Skills\nFor advanced troubleshooting, see `clay-advanced-troubleshooting`.","# Clay Migration Deep Dive\n\n## Overview\nComprehensive guide for migrating to or from Clay, or major version upgrades.\n\n## Prerequisites\n- Current system documentation\n- Clay SDK installed\n- Feature flag infrastructure\n- Rollback strategy tested\n\n## Migration Types\n\n| Type | Complexity | Duration | Risk |\n|------|-----------|----------|------|\n| Fresh install | Low | Days | Low |\n| From competitor | Medium | Weeks | Medium |\n| Major version | Medium | Weeks | Medium |\n| Full replatform | High | Months | High |\n\n## Pre-Migration Assessment\n\n### Step 1: Current State Analysis\n```bash\n# Document current implementation\nfind . -name \"*.ts\" -o -name \"*.py\" | xargs grep -l \"clay\" > clay-files.txt\n\n# Count integration points\nwc -l clay-files.txt\n\n# Identify dependencies\nnpm list | grep clay\npip freeze | grep clay\n```\n\n### Step 2: Data Inventory\n```typescript\ninterface MigrationInventory {\n  dataTypes: string[];\n  recordCounts: Record\u003Cstring, number>;\n  dependencies: string[];\n  integrationPoints: string[];\n  customizations: string[];\n}\n\nasync function assessClayMigration(): Promise\u003CMigrationInventory> {\n  return {\n    dataTypes: await getDataTypes(),\n    recordCounts: await getRecordCounts(),\n    dependencies: await analyzeDependencies(),\n    integrationPoints: await findIntegrationPoints(),\n    customizations: await documentCustomizations(),\n  };\n}\n```\n\n## Migration Strategy: Strangler Fig Pattern\n\n```\nPhase 1: Parallel Run\n┌─────────────┐     ┌─────────────┐\n│   Old       │     │   New       │\n│   System    │ ──▶ │  Clay   │\n│   (100%)    │     │   (0%)      │\n└─────────────┘     └─────────────┘\n\nPhase 2: Gradual Shift\n┌─────────────┐     ┌─────────────┐\n│   Old       │     │   New       │\n│   (50%)     │ ──▶ │   (50%)     │\n└─────────────┘     └─────────────┘\n\nPhase 3: Complete\n┌─────────────┐     ┌─────────────┐\n│   Old       │     │   New       │\n│   (0%)      │ ──▶ │   (100%)    │\n└─────────────┘     └─────────────┘\n```\n\n## Implementation Plan\n\n### Phase 1: Setup (Week 1-2)\n```bash\n# Install Clay SDK\nnpm install @clay\u002Fsdk\n\n# Configure credentials\ncp .env.example .env.clay\n# Edit with new credentials\n\n# Verify connectivity\nnode -e \"require('@clay\u002Fsdk').ping()\"\n```\n\n### Phase 2: Adapter Layer (Week 3-4)\n```typescript\n\u002F\u002F src\u002Fadapters\u002Fclay.ts\ninterface ServiceAdapter {\n  create(data: CreateInput): Promise\u003CResource>;\n  read(id: string): Promise\u003CResource>;\n  update(id: string, data: UpdateInput): Promise\u003CResource>;\n  delete(id: string): Promise\u003Cvoid>;\n}\n\nclass ClayAdapter implements ServiceAdapter {\n  async create(data: CreateInput): Promise\u003CResource> {\n    const clayData = this.transform(data);\n    return clayClient.create(clayData);\n  }\n\n  private transform(data: CreateInput): ClayInput {\n    \u002F\u002F Map from old format to Clay format\n  }\n}\n```\n\n### Phase 3: Data Migration (Week 5-6)\n```typescript\nasync function migrateClayData(): Promise\u003CMigrationResult> {\n  const batchSize = 100;\n  let processed = 0;\n  let errors: MigrationError[] = [];\n\n  for await (const batch of oldSystem.iterateBatches(batchSize)) {\n    try {\n      const transformed = batch.map(transform);\n      await clayClient.batchCreate(transformed);\n      processed += batch.length;\n    } catch (error) {\n      errors.push({ batch, error });\n    }\n\n    \u002F\u002F Progress update\n    console.log(`Migrated ${processed} records`);\n  }\n\n  return { processed, errors };\n}\n```\n\n### Phase 4: Traffic Shift (Week 7-8)\n```typescript\n\u002F\u002F Feature flag controlled traffic split\nfunction getServiceAdapter(): ServiceAdapter {\n  const clayPercentage = getFeatureFlag('clay_migration_percentage');\n\n  if (Math.random() * 100 \u003C clayPercentage) {\n    return new ClayAdapter();\n  }\n\n  return new LegacyAdapter();\n}\n```\n\n## Rollback Plan\n\n```bash\n# Immediate rollback\nkubectl set env deployment\u002Fapp CLAY_ENABLED=false\nkubectl rollout restart deployment\u002Fapp\n\n# Data rollback (if needed)\n.\u002Fscripts\u002Frestore-from-backup.sh --date YYYY-MM-DD\n\n# Verify rollback\ncurl https:\u002F\u002Fapp.yourcompany.com\u002Fhealth | jq '.services.clay'\n```\n\n## Post-Migration Validation\n\n```typescript\nasync function validateClayMigration(): Promise\u003CValidationReport> {\n  const checks = [\n    { name: 'Data count match', fn: checkDataCounts },\n    { name: 'API functionality', fn: checkApiFunctionality },\n    { name: 'Performance baseline', fn: checkPerformance },\n    { name: 'Error rates', fn: checkErrorRates },\n  ];\n\n  const results = await Promise.all(\n    checks.map(async c => ({ name: c.name, result: await c.fn() }))\n  );\n\n  return { checks: results, passed: results.every(r => r.result.success) };\n}\n```\n\n## Instructions\n\n### Step 1: Assess Current State\nDocument existing implementation and data inventory.\n\n### Step 2: Build Adapter Layer\nCreate abstraction layer for gradual migration.\n\n### Step 3: Migrate Data\nRun batch data migration with error handling.\n\n### Step 4: Shift Traffic\nGradually route traffic to new Clay integration.\n\n## Output\n- Migration assessment complete\n- Adapter layer implemented\n- Data migrated successfully\n- Traffic fully shifted to Clay\n\n## Error Handling\n| Issue | Cause | Solution |\n|-------|-------|----------|\n| Data mismatch | Transform errors | Validate transform logic |\n| Performance drop | No caching | Add caching layer |\n| Rollback triggered | Errors spiked | Reduce traffic percentage |\n| Validation failed | Missing data | Check batch processing |\n\n## Examples\n\n### Quick Migration Status\n```typescript\nconst status = await validateClayMigration();\nconsole.log(`Migration ${status.passed ? 'PASSED' : 'FAILED'}`);\nstatus.checks.forEach(c => console.log(`  ${c.name}: ${c.result.success}`));\n```\n\n## Resources\n- [Strangler Fig Pattern](https:\u002F\u002Fmartinfowler.com\u002Fbliki\u002FStranglerFigApplication.html)\n- [Clay Migration Guide](https:\u002F\u002Fdocs.clay.com\u002Fmigration)\n\n## Flagship+ Skills\nFor advanced troubleshooting, see `clay-advanced-troubleshooting`.",{"name":5,"author":51,"license":15,"version":52,"description":53,"allowed-tools":54},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Execute Clay major re-architecture and migration strategies with strangler fig pattern.\nUse when migrating to or from Clay, performing major version upgrades,\nor re-platforming existing integrations to Clay.\nTrigger with phrases like \"migrate clay\", \"clay migration\",\n\"switch to clay\", \"clay replatform\", \"clay upgrade major\".\n","Read, Write, Edit, Bash(npm:*), Bash(node:*), Bash(kubectl:*)","main","7439377908fdee98c9bb5863391212b95453de95","tests\u002Fext_conformance\u002Fartifacts\u002Fplugins-community\u002Fplugins\u002Fsaas-packs\u002Fclay-pack\u002Fskills\u002Fclay-migration-deep-dive",234,"https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust","https:\u002F\u002Fgithub.com\u002FDicklesworthstone","https:\u002F\u002Fwww.jeffreyemanuel.com\u002F","Building in NY","2026-11-13 11:50:27",{"source":8,"skillName":5,"commands":65,"prompt":75,"zipAvailable":76},[66,69,72],{"tool":67,"command":68},"npx","npx skills add Dicklesworthstone\u002Fpi_agent_rust --skill clay-migration-deep-dive",{"tool":70,"command":71},"bunx","bunx skills add Dicklesworthstone\u002Fpi_agent_rust --skill clay-migration-deep-dive",{"tool":73,"command":74},"pnpm","pnpm dlx skills add Dicklesworthstone\u002Fpi_agent_rust --skill clay-migration-deep-dive","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Fplugins-community\u002Fplugins\u002Fsaas-packs\u002Fclay-pack\u002Fskills\u002Fclay-migration-deep-dive\u002FSKILL.md",true,[],[79,119,144,170,196,218],{"skillNo":80,"name":81,"nameZh":6,"description":82,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":83,"licenseFileUrl":84,"sourceHtmlUrl":85,"categories":86,"keywords":92,"publishedAt":46},"01M6FEGPPK0ZTKCCM0R3E3KS33","web-artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn\u002Fui). Use for complex artifacts requiring state management, routing, or shadcn\u002Fui components - not for simple single-file HTML\u002FJSX artifacts.","Apache-2.0","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Futilities\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Futilities\u002Fweb-artifacts-builder\u002FSKILL.md",[87],{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000009","前端开发","SCENARIO","使用场景",[93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,34,111,112,113,114,115,116,117,118],"web artifacts builder","web","artifacts","artifacts builder","builder","frontend","css","components","react","component","routing","state management","state","shadcn","file","ui","Tools","Tailwind","html","single-file","simple","ui components","multi","for","jsx","suite",{"skillNo":120,"name":121,"nameZh":6,"description":122,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":83,"licenseFileUrl":123,"sourceHtmlUrl":124,"categories":125,"keywords":130,"publishedAt":46},"01M6FEE9VTK1W4GY21AKREJXRG","webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FSKILL.md",[126,129],{"categoryNo":127,"categoryName":128,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},[131,132,133,98,134,135,94,136,137,138,108,139,140,141,142,143,116],"testing","webapp testing","webapp","screenshots","playwright","debugging","toolkit","browser","logs","applications","behavior","local","with",{"skillNo":145,"name":146,"nameZh":6,"description":147,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":148,"sourceHtmlUrl":149,"categories":150,"keywords":151,"publishedAt":46},"01M6FE20F7ZTQBFWKF4MPJ2SBX","neuropixels-analysis","Neuropixels neural recording analysis. Load SpikeGLX\u002FOpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen\u002FIBL curation, AI-assisted visual analysis, for Neuropixels 1.0\u002F2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fscientific\u002Fneuropixels-analysis\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fscientific\u002Fneuropixels-analysis\u002FSKILL.md",[],[152,153,154,155,156,157,158,159,34,160,161,162,163,164,165,166,143,167,168,169,116,26],"analysis","neuropixels analysis","spike","metrics","data","open","quality","user","recordings","Neural","motion","visual","quality metrics","unit","sorting","curation","recording","load",{"skillNo":171,"name":172,"nameZh":6,"description":173,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":83,"licenseFileUrl":174,"sourceHtmlUrl":175,"categories":176,"keywords":180,"publishedAt":46},"01M6FDP0PDK6F1GGX395C7625Z","skill-creator","Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fskill-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fskill-creator\u002FSKILL.md",[177],{"categoryNo":178,"categoryName":179,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000023","Skill与智能体开发",[181,182,183,184,185,186,187,188,41,189,190,191,192,193,143,116,194,26,195],"skill creator","creator","workflows","create","update","capabilities","knowledge","tool","specialized","guide","new skill","existing skill","users","Existing","new",{"skillNo":197,"name":198,"nameZh":6,"description":199,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":200,"sourceHtmlUrl":201,"categories":202,"keywords":204,"publishedAt":46},"01M6FDM8Y7VK7NYG9SM7QPA3PW","notebooklm","Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fnotebooklm\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fnotebooklm\u002FSKILL.md",[203],{"categoryNo":178,"categoryName":179,"taxonomyType":90,"taxonomyTypeDesc":91},[198,205,206,207,208,209,210,138,211,212,34,213,214,215,216,116,217],"google","browser automation","gemini","automation","auth","code","library","management","only","document","query","Citation","source",{"skillNo":219,"name":220,"nameZh":6,"description":221,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":83,"licenseFileUrl":222,"sourceHtmlUrl":223,"categories":224,"keywords":231,"publishedAt":46},"01M6FDHPXE10J3XGTCH5HBHS1M","slack-gif-creator","Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.\"","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fenterprise-communication\u002Fslack-gif-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FDicklesworthstone\u002Fpi_agent_rust\u002Fblob\u002Fmain\u002Ftests\u002Fext_conformance\u002Fartifacts\u002Ftemplates-davila7\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fenterprise-communication\u002Fslack-gif-creator\u002FSKILL.md",[225,228],{"categoryNo":226,"categoryName":227,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000005","邮件与沟通",{"categoryNo":229,"categoryName":230,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000016","图像与多媒体",[232,233,234,182,235,109,236,237,187,34,238,193,239,240,241,116,242,26],"slack gif creator","slack","gif","validation","constraints","Animation","me","make","Utilities","concepts","request"]