[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6C7RJYRMRVRCW0ASME6EP1B":3,"skill-same:01M6C7RJYRMRVRCW0ASME6EP1B":387},{"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":48,"linkOnly":49,"markdownContent":50,"markdownBody":51,"frontMatter":52,"refName":55,"commitSha":56,"skillDirectory":57,"forksCount":14,"repositoryHtmlUrl":58,"repositoryHomepageUrl":6,"ownerHtmlUrl":59,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":60,"install":61,"resources":74},"01M6C7RJYRMRVRCW0ASME6EP1B","vercel-react-best-practices",null,"React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React\u002FNext.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.","lDuang\u002Fmcp-skill-registry","lDuang","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F78087597?v=4","01M6C7NZJTXHQN8GGGN6XJTENF","Duang丶","01M6C7NZQG6XPZ74JYQ37SVBDC",0,"MIT","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Freact-best-practices\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47],"react","vercel react best practices","vercel","best practices","react best practices","Optimization","when","data fetching","triggers","next","patterns","performance optimization","js","refactoring","Next.js","data","writing","engineering","code","tasks","guidelines","react components","components","performance","2026-11-10 10:12:30",false,"---\nname: vercel-react-best-practices\ndescription: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React\u002FNext.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.\nlicense: MIT\nmetadata:\n  author: vercel\n  version: \"1.0.0\"\n---\n\n# Vercel React Best Practices\n\nComprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 70 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.\n\n## When to Apply\n\nReference these guidelines when:\n- Writing new React components or Next.js pages\n- Implementing data fetching (client or server-side)\n- Reviewing code for performance issues\n- Refactoring existing React\u002FNext.js code\n- Optimizing bundle size or load times\n\n## Rule Categories by Priority\n\n| Priority | Category | Impact | Prefix |\n|----------|----------|--------|--------|\n| 1 | Eliminating Waterfalls | CRITICAL | `async-` |\n| 2 | Bundle Size Optimization | CRITICAL | `bundle-` |\n| 3 | Server-Side Performance | HIGH | `server-` |\n| 4 | Client-Side Data Fetching | MEDIUM-HIGH | `client-` |\n| 5 | Re-render Optimization | MEDIUM | `rerender-` |\n| 6 | Rendering Performance | MEDIUM | `rendering-` |\n| 7 | JavaScript Performance | LOW-MEDIUM | `js-` |\n| 8 | Advanced Patterns | LOW | `advanced-` |\n\n## Quick Reference\n\n### 1. Eliminating Waterfalls (CRITICAL)\n\n- `async-cheap-condition-before-await` - Check cheap sync conditions before awaiting flags or remote values\n- `async-defer-await` - Move await into branches where actually used\n- `async-parallel` - Use Promise.all() for independent operations\n- `async-dependencies` - Use better-all for partial dependencies\n- `async-api-routes` - Start promises early, await late in API routes\n- `async-suspense-boundaries` - Use Suspense to stream content\n\n### 2. Bundle Size Optimization (CRITICAL)\n\n- `bundle-barrel-imports` - Import directly, avoid barrel files\n- `bundle-analyzable-paths` - Prefer statically analyzable import and file-system paths to avoid broad bundles and traces\n- `bundle-dynamic-imports` - Use next\u002Fdynamic for heavy components\n- `bundle-defer-third-party` - Load analytics\u002Flogging after hydration\n- `bundle-conditional` - Load modules only when feature is activated\n- `bundle-preload` - Preload on hover\u002Ffocus for perceived speed\n\n### 3. Server-Side Performance (HIGH)\n\n- `server-auth-actions` - Authenticate server actions like API routes\n- `server-cache-react` - Use React.cache() for per-request deduplication\n- `server-cache-lru` - Use LRU cache for cross-request caching\n- `server-dedup-props` - Avoid duplicate serialization in RSC props\n- `server-hoist-static-io` - Hoist static I\u002FO (fonts, logos) to module level\n- `server-no-shared-module-state` - Avoid module-level mutable request state in RSC\u002FSSR\n- `server-serialization` - Minimize data passed to client components\n- `server-parallel-fetching` - Restructure components to parallelize fetches\n- `server-parallel-nested-fetching` - Chain nested fetches per item in Promise.all\n- `server-after-nonblocking` - Use after() for non-blocking operations\n\n### 4. Client-Side Data Fetching (MEDIUM-HIGH)\n\n- `client-swr-dedup` - Use SWR for automatic request deduplication\n- `client-event-listeners` - Deduplicate global event listeners\n- `client-passive-event-listeners` - Use passive listeners for scroll\n- `client-localstorage-schema` - Version and minimize localStorage data\n\n### 5. Re-render Optimization (MEDIUM)\n\n- `rerender-defer-reads` - Don't subscribe to state only used in callbacks\n- `rerender-memo` - Extract expensive work into memoized components\n- `rerender-memo-with-default-value` - Hoist default non-primitive props\n- `rerender-dependencies` - Use primitive dependencies in effects\n- `rerender-derived-state` - Subscribe to derived booleans, not raw values\n- `rerender-derived-state-no-effect` - Derive state during render, not effects\n- `rerender-functional-setstate` - Use functional setState for stable callbacks\n- `rerender-lazy-state-init` - Pass function to useState for expensive values\n- `rerender-simple-expression-in-memo` - Avoid memo for simple primitives\n- `rerender-split-combined-hooks` - Split hooks with independent dependencies\n- `rerender-move-effect-to-event` - Put interaction logic in event handlers\n- `rerender-transitions` - Use startTransition for non-urgent updates\n- `rerender-use-deferred-value` - Defer expensive renders to keep input responsive\n- `rerender-use-ref-transient-values` - Use refs for transient frequent values\n- `rerender-no-inline-components` - Don't define components inside components\n\n### 6. Rendering Performance (MEDIUM)\n\n- `rendering-animate-svg-wrapper` - Animate div wrapper, not SVG element\n- `rendering-content-visibility` - Use content-visibility for long lists\n- `rendering-hoist-jsx` - Extract static JSX outside components\n- `rendering-svg-precision` - Reduce SVG coordinate precision\n- `rendering-hydration-no-flicker` - Use inline script for client-only data\n- `rendering-hydration-suppress-warning` - Suppress expected mismatches\n- `rendering-activity` - Use Activity component for show\u002Fhide\n- `rendering-conditional-render` - Use ternary, not && for conditionals\n- `rendering-usetransition-loading` - Prefer useTransition for loading state\n- `rendering-resource-hints` - Use React DOM resource hints for preloading\n- `rendering-script-defer-async` - Use defer or async on script tags\n\n### 7. JavaScript Performance (LOW-MEDIUM)\n\n- `js-batch-dom-css` - Group CSS changes via classes or cssText\n- `js-index-maps` - Build Map for repeated lookups\n- `js-cache-property-access` - Cache object properties in loops\n- `js-cache-function-results` - Cache function results in module-level Map\n- `js-cache-storage` - Cache localStorage\u002FsessionStorage reads\n- `js-combine-iterations` - Combine multiple filter\u002Fmap into one loop\n- `js-length-check-first` - Check array length before expensive comparison\n- `js-early-exit` - Return early from functions\n- `js-hoist-regexp` - Hoist RegExp creation outside loops\n- `js-min-max-loop` - Use loop for min\u002Fmax instead of sort\n- `js-set-map-lookups` - Use Set\u002FMap for O(1) lookups\n- `js-tosorted-immutable` - Use toSorted() for immutability\n- `js-flatmap-filter` - Use flatMap to map and filter in one pass\n- `js-request-idle-callback` - Defer non-critical work to browser idle time\n\n### 8. Advanced Patterns (LOW)\n\n- `advanced-effect-event-deps` - Don't put `useEffectEvent` results in effect deps\n- `advanced-event-handler-refs` - Store event handlers in refs\n- `advanced-init-once` - Initialize app once per app load\n- `advanced-use-latest` - useLatest for stable callback refs\n\n## How to Use\n\nRead individual rule files for detailed explanations and code examples:\n\n```\nrules\u002Fasync-parallel.md\nrules\u002Fbundle-barrel-imports.md\n```\n\nEach rule file contains:\n- Brief explanation of why it matters\n- Incorrect code example with explanation\n- Correct code example with explanation\n- Additional context and references\n\n## Full Compiled Document\n\nFor the complete guide with all rules expanded: `AGENTS.md`\n","# Vercel React Best Practices\n\nComprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 70 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.\n\n## When to Apply\n\nReference these guidelines when:\n- Writing new React components or Next.js pages\n- Implementing data fetching (client or server-side)\n- Reviewing code for performance issues\n- Refactoring existing React\u002FNext.js code\n- Optimizing bundle size or load times\n\n## Rule Categories by Priority\n\n| Priority | Category | Impact | Prefix |\n|----------|----------|--------|--------|\n| 1 | Eliminating Waterfalls | CRITICAL | `async-` |\n| 2 | Bundle Size Optimization | CRITICAL | `bundle-` |\n| 3 | Server-Side Performance | HIGH | `server-` |\n| 4 | Client-Side Data Fetching | MEDIUM-HIGH | `client-` |\n| 5 | Re-render Optimization | MEDIUM | `rerender-` |\n| 6 | Rendering Performance | MEDIUM | `rendering-` |\n| 7 | JavaScript Performance | LOW-MEDIUM | `js-` |\n| 8 | Advanced Patterns | LOW | `advanced-` |\n\n## Quick Reference\n\n### 1. Eliminating Waterfalls (CRITICAL)\n\n- `async-cheap-condition-before-await` - Check cheap sync conditions before awaiting flags or remote values\n- `async-defer-await` - Move await into branches where actually used\n- `async-parallel` - Use Promise.all() for independent operations\n- `async-dependencies` - Use better-all for partial dependencies\n- `async-api-routes` - Start promises early, await late in API routes\n- `async-suspense-boundaries` - Use Suspense to stream content\n\n### 2. Bundle Size Optimization (CRITICAL)\n\n- `bundle-barrel-imports` - Import directly, avoid barrel files\n- `bundle-analyzable-paths` - Prefer statically analyzable import and file-system paths to avoid broad bundles and traces\n- `bundle-dynamic-imports` - Use next\u002Fdynamic for heavy components\n- `bundle-defer-third-party` - Load analytics\u002Flogging after hydration\n- `bundle-conditional` - Load modules only when feature is activated\n- `bundle-preload` - Preload on hover\u002Ffocus for perceived speed\n\n### 3. Server-Side Performance (HIGH)\n\n- `server-auth-actions` - Authenticate server actions like API routes\n- `server-cache-react` - Use React.cache() for per-request deduplication\n- `server-cache-lru` - Use LRU cache for cross-request caching\n- `server-dedup-props` - Avoid duplicate serialization in RSC props\n- `server-hoist-static-io` - Hoist static I\u002FO (fonts, logos) to module level\n- `server-no-shared-module-state` - Avoid module-level mutable request state in RSC\u002FSSR\n- `server-serialization` - Minimize data passed to client components\n- `server-parallel-fetching` - Restructure components to parallelize fetches\n- `server-parallel-nested-fetching` - Chain nested fetches per item in Promise.all\n- `server-after-nonblocking` - Use after() for non-blocking operations\n\n### 4. Client-Side Data Fetching (MEDIUM-HIGH)\n\n- `client-swr-dedup` - Use SWR for automatic request deduplication\n- `client-event-listeners` - Deduplicate global event listeners\n- `client-passive-event-listeners` - Use passive listeners for scroll\n- `client-localstorage-schema` - Version and minimize localStorage data\n\n### 5. Re-render Optimization (MEDIUM)\n\n- `rerender-defer-reads` - Don't subscribe to state only used in callbacks\n- `rerender-memo` - Extract expensive work into memoized components\n- `rerender-memo-with-default-value` - Hoist default non-primitive props\n- `rerender-dependencies` - Use primitive dependencies in effects\n- `rerender-derived-state` - Subscribe to derived booleans, not raw values\n- `rerender-derived-state-no-effect` - Derive state during render, not effects\n- `rerender-functional-setstate` - Use functional setState for stable callbacks\n- `rerender-lazy-state-init` - Pass function to useState for expensive values\n- `rerender-simple-expression-in-memo` - Avoid memo for simple primitives\n- `rerender-split-combined-hooks` - Split hooks with independent dependencies\n- `rerender-move-effect-to-event` - Put interaction logic in event handlers\n- `rerender-transitions` - Use startTransition for non-urgent updates\n- `rerender-use-deferred-value` - Defer expensive renders to keep input responsive\n- `rerender-use-ref-transient-values` - Use refs for transient frequent values\n- `rerender-no-inline-components` - Don't define components inside components\n\n### 6. Rendering Performance (MEDIUM)\n\n- `rendering-animate-svg-wrapper` - Animate div wrapper, not SVG element\n- `rendering-content-visibility` - Use content-visibility for long lists\n- `rendering-hoist-jsx` - Extract static JSX outside components\n- `rendering-svg-precision` - Reduce SVG coordinate precision\n- `rendering-hydration-no-flicker` - Use inline script for client-only data\n- `rendering-hydration-suppress-warning` - Suppress expected mismatches\n- `rendering-activity` - Use Activity component for show\u002Fhide\n- `rendering-conditional-render` - Use ternary, not && for conditionals\n- `rendering-usetransition-loading` - Prefer useTransition for loading state\n- `rendering-resource-hints` - Use React DOM resource hints for preloading\n- `rendering-script-defer-async` - Use defer or async on script tags\n\n### 7. JavaScript Performance (LOW-MEDIUM)\n\n- `js-batch-dom-css` - Group CSS changes via classes or cssText\n- `js-index-maps` - Build Map for repeated lookups\n- `js-cache-property-access` - Cache object properties in loops\n- `js-cache-function-results` - Cache function results in module-level Map\n- `js-cache-storage` - Cache localStorage\u002FsessionStorage reads\n- `js-combine-iterations` - Combine multiple filter\u002Fmap into one loop\n- `js-length-check-first` - Check array length before expensive comparison\n- `js-early-exit` - Return early from functions\n- `js-hoist-regexp` - Hoist RegExp creation outside loops\n- `js-min-max-loop` - Use loop for min\u002Fmax instead of sort\n- `js-set-map-lookups` - Use Set\u002FMap for O(1) lookups\n- `js-tosorted-immutable` - Use toSorted() for immutability\n- `js-flatmap-filter` - Use flatMap to map and filter in one pass\n- `js-request-idle-callback` - Defer non-critical work to browser idle time\n\n### 8. Advanced Patterns (LOW)\n\n- `advanced-effect-event-deps` - Don't put `useEffectEvent` results in effect deps\n- `advanced-event-handler-refs` - Store event handlers in refs\n- `advanced-init-once` - Initialize app once per app load\n- `advanced-use-latest` - useLatest for stable callback refs\n\n## How to Use\n\nRead individual rule files for detailed explanations and code examples:\n\n```\nrules\u002Fasync-parallel.md\nrules\u002Fbundle-barrel-imports.md\n```\n\nEach rule file contains:\n- Brief explanation of why it matters\n- Incorrect code example with explanation\n- Correct code example with explanation\n- Additional context and references\n\n## Full Compiled Document\n\nFor the complete guide with all rules expanded: 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this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.","Apache-2.0","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fxlsx\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fxlsx\u002FSKILL.md",[396,399,402,405],{"categoryNo":397,"categoryName":398,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000002","文档处理",{"categoryNo":400,"categoryName":401,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000004","电子表格",{"categoryNo":403,"categoryName":404,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":406,"categoryName":407,"taxonomyType":408,"taxonomyTypeDesc":409},"01JBSEEDCAT000000000000034","行政与办公人员","PROFESSION","适用职业",[390,411,412,413,414,415,416,417,418,419,420,421,422,423,424,425,30,426,427,428,429],"spreadsheet","pipeline","fix","html report","open","files","database","api","create","Charting","read","sources","standalone","time","python script","done","references","data sources","new",{"skillNo":431,"name":432,"nameZh":6,"description":433,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":392,"licenseFileUrl":434,"sourceHtmlUrl":435,"categories":436,"keywords":441,"publishedAt":48},"01M6C7W0QWBRWESNT7N2PCBTHA","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\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fwebapp-testing\u002FSKILL.md",[437,440],{"categoryNo":438,"categoryName":439,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[442,443,444,445,446,447,448,449,450,451,452,453,454,455,456,457,458],"webapp","webapp testing","testing","browser","playwright","web","behavior","applications","frontend","ui","debugging","toolkit","logs","screenshots","for","local","with",{"skillNo":460,"name":461,"nameZh":6,"description":462,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":392,"licenseFileUrl":463,"sourceHtmlUrl":464,"categories":465,"keywords":467,"publishedAt":48},"01M6C7VV3CY1P1H8Y39Y2ZWC32","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.","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fweb-artifacts-builder\u002FSKILL.md",[466],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[468,469,470,447,471,472,473,474,450,475,476,46,24,477,478,479,480,481,451,482,456,483,484,485],"builder","artifacts builder","artifacts","web artifacts builder","single-file","css","Tailwind","use","file","state","routing","state management","component","management","Tools","ui components","single","multi",{"skillNo":487,"name":488,"nameZh":6,"description":489,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":392,"licenseFileUrl":490,"sourceHtmlUrl":491,"categories":492,"keywords":496,"publishedAt":48},"01M6C7V4EYYMXGBNJDNW61CVCR","theme-factory","Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors\u002Ffonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Ftheme-factory\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Ftheme-factory\u002FSKILL.md",[493],{"categoryNo":494,"categoryName":495,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计",[497,498,499,500,501,502,503,504,505,506,470,453,507,456,508,429,509,510,511,512,513,458,514],"theme factory","factory","theme","SET","slides","generate","fly","landing","styling","docs","html","pages","themes","you","apply","can","fonts","artifact",{"skillNo":516,"name":517,"nameZh":6,"description":518,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":392,"licenseFileUrl":519,"sourceHtmlUrl":520,"categories":521,"keywords":528,"publishedAt":48},"01M6C7TMG1V160Y7DKKZ77W9EX","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\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fslack-gif-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fslack-gif-creator\u002FSKILL.md",[522,525],{"categoryNo":523,"categoryName":524,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000005","邮件与沟通",{"categoryNo":526,"categoryName":527,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体",[529,530,531,532,533,534,535,475,482,536,456,30,537,538,539,540,541,542],"slack","slack gif creator","gif","creator","Animation","validation","knowledge","constraints","users","me","request","Utilities","concepts","make",{"skillNo":544,"name":545,"nameZh":6,"description":546,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":392,"licenseFileUrl":547,"sourceHtmlUrl":548,"categories":549,"keywords":553,"publishedAt":48},"01M6C7TGAGD33C82MC2KTB1C9B","skill-creator","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fskill-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FlDuang\u002Fmcp-skill-registry\u002Fblob\u002Fmain\u002Fskill\u002Fskill-creator\u002FSKILL.md",[550],{"categoryNo":551,"categoryName":552,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[554,532,555,47,556,557,475,558,419,559,560,561,562,563,429,30,564,565,456,566,567],"skill creator","evals","improve","run evals","analysis","test","variance analysis","run","edit","benchmark","optimize","existing skill","accuracy","scratch"]