[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6AE9SZZTK1REFV4NH3RGQSK":3,"skill-same:01M6AE9SZZTK1REFV4NH3RGQSK":82},{"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":26,"publishedAt":52,"linkOnly":53,"markdownContent":54,"markdownBody":55,"frontMatter":56,"refName":58,"commitSha":59,"skillDirectory":60,"forksCount":61,"repositoryHtmlUrl":62,"repositoryHomepageUrl":63,"ownerHtmlUrl":64,"ownerBlogUrl":65,"ownerDescription":66,"updatedAt":67,"install":68,"resources":81},"01M6AE9SZZTK1REFV4NH3RGQSK","transloadit-media-processing",null,"Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS\u002FMP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.","github\u002Fawesome-copilot","github","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","01M6AC83DS133TPXFSP1DHNCC6","GitHub","01M6AD3PBDYPK7NVFJNJ66Y8RS",41046,"MIT","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Ftransloadit-media-processing\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51],"transloadit","processing","media processing","transloadit media processing","Media","ocr","when","mcp-server","free","thumbnails","files","images","Audio","Video","MCP","pipeline","server","file","https","subtitles","run","generate","documents","mcp server","cli","2026-11-10 10:12:30",false,"---\nname: transloadit-media-processing\ndescription: 'Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS\u002FMP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.'\nlicense: MIT\ncompatibility: Requires a free Transloadit account (https:\u002F\u002Ftransloadit.com\u002Fsignup). Uses the @transloadit\u002Fmcp-server MCP server or the @transloadit\u002Fnode CLI.\n---\n\n# Transloadit Media Processing\n\nProcess, transform, and encode media files using Transloadit's cloud infrastructure.\nSupports video, audio, images, and documents with 86+ specialized processing robots.\n\n## When to Use This Skill\n\nUse this skill when you need to:\n\n- Encode video to HLS, MP4, WebM, or other formats\n- Generate thumbnails or animated GIFs from video\n- Resize, crop, watermark, or optimize images\n- Convert between image formats (JPEG, PNG, WebP, AVIF, HEIF)\n- Extract or transcode audio (MP3, AAC, FLAC, WAV)\n- Concatenate video or audio clips\n- Add subtitles or overlay text on video\n- OCR documents (PDF, scanned images)\n- Run speech-to-text or text-to-speech\n- Apply AI-based content moderation or object detection\n- Build multi-step media pipelines that chain operations together\n\n## Setup\n\n### Option A: MCP Server (recommended for Copilot)\n\nAdd the Transloadit MCP server to your IDE config. This gives the agent direct access\nto Transloadit tools (`create_template`, `create_assembly`, `list_assembly_notifications`, etc.).\n\n**VS Code \u002F GitHub Copilot** (`.vscode\u002Fmcp.json` or user settings):\n\n```json\n{\n  \"servers\": {\n    \"transloadit\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@transloadit\u002Fmcp-server\", \"stdio\"],\n      \"env\": {\n        \"TRANSLOADIT_KEY\": \"YOUR_AUTH_KEY\",\n        \"TRANSLOADIT_SECRET\": \"YOUR_AUTH_SECRET\"\n      }\n    }\n  }\n}\n```\n\nGet your API credentials at https:\u002F\u002Ftransloadit.com\u002Fc\u002F-\u002Fapi-credentials\n\n### Option B: CLI\n\nIf you prefer running commands directly:\n\n```bash\nnpx -y @transloadit\u002Fnode assemblies create \\\n  --steps '{\"encoded\": {\"robot\": \"\u002Fvideo\u002Fencode\", \"use\": \":original\", \"preset\": \"hls-1080p\"}}' \\\n  --wait \\\n  --input .\u002Fmy-video.mp4\n```\n\n## Core Workflows\n\n### Encode Video to HLS (Adaptive Streaming)\n\n```json\n{\n  \"steps\": {\n    \"encoded\": {\n      \"robot\": \"\u002Fvideo\u002Fencode\",\n      \"use\": \":original\",\n      \"preset\": \"hls-1080p\"\n    }\n  }\n}\n```\n\n### Generate Thumbnails from Video\n\n```json\n{\n  \"steps\": {\n    \"thumbnails\": {\n      \"robot\": \"\u002Fvideo\u002Fthumbs\",\n      \"use\": \":original\",\n      \"count\": 8,\n      \"width\": 320,\n      \"height\": 240\n    }\n  }\n}\n```\n\n### Resize and Watermark Images\n\n```json\n{\n  \"steps\": {\n    \"resized\": {\n      \"robot\": \"\u002Fimage\u002Fresize\",\n      \"use\": \":original\",\n      \"width\": 1200,\n      \"height\": 800,\n      \"resize_strategy\": \"fit\"\n    },\n    \"watermarked\": {\n      \"robot\": \"\u002Fimage\u002Fresize\",\n      \"use\": \"resized\",\n      \"watermark_url\": \"https:\u002F\u002Fexample.com\u002Flogo.png\",\n      \"watermark_position\": \"bottom-right\",\n      \"watermark_size\": \"15%\"\n    }\n  }\n}\n```\n\n### OCR a Document\n\n```json\n{\n  \"steps\": {\n    \"recognized\": {\n      \"robot\": \"\u002Fdocument\u002Focr\",\n      \"use\": \":original\",\n      \"provider\": \"aws\",\n      \"format\": \"text\"\n    }\n  }\n}\n```\n\n### Concatenate Audio Clips\n\n```json\n{\n  \"steps\": {\n    \"imported\": {\n      \"robot\": \"\u002Fhttp\u002Fimport\",\n      \"url\": [\"https:\u002F\u002Fexample.com\u002Fclip1.mp3\", \"https:\u002F\u002Fexample.com\u002Fclip2.mp3\"]\n    },\n    \"concatenated\": {\n      \"robot\": \"\u002Faudio\u002Fconcat\",\n      \"use\": \"imported\",\n      \"preset\": \"mp3\"\n    }\n  }\n}\n```\n\n## Multi-Step Pipelines\n\nSteps can be chained using the `\"use\"` field. Each step references a previous step's output:\n\n```json\n{\n  \"steps\": {\n    \"resized\": {\n      \"robot\": \"\u002Fimage\u002Fresize\",\n      \"use\": \":original\",\n      \"width\": 1920\n    },\n    \"optimized\": {\n      \"robot\": \"\u002Fimage\u002Foptimize\",\n      \"use\": \"resized\"\n    },\n    \"exported\": {\n      \"robot\": \"\u002Fs3\u002Fstore\",\n      \"use\": \"optimized\",\n      \"bucket\": \"my-bucket\",\n      \"path\": \"processed\u002F${file.name}\"\n    }\n  }\n}\n```\n\n## Key Concepts\n\n- **Assembly**: A single processing job. Created via `create_assembly` (MCP) or `assemblies create` (CLI).\n- **Template**: A reusable set of steps stored on Transloadit. Created via `create_template` (MCP) or `templates create` (CLI).\n- **Robot**: A processing unit (e.g., `\u002Fvideo\u002Fencode`, `\u002Fimage\u002Fresize`). See full list at https:\u002F\u002Ftransloadit.com\u002Fdocs\u002Ftranscoding\u002F\n- **Steps**: JSON object defining the pipeline. Each key is a step name, each value configures a robot.\n- **`:original`**: Refers to the uploaded input file.\n\n## Tips\n\n- Use `--wait` with the CLI to block until processing completes.\n- Use `preset` values (e.g., `\"hls-1080p\"`, `\"mp3\"`, `\"webp\"`) for common format targets instead of specifying every parameter.\n- Chain `\"use\": \"step_name\"` to build multi-step pipelines without intermediate downloads.\n- For batch processing, use `\u002Fhttp\u002Fimport` to pull files from URLs, S3, GCS, Azure, FTP, or Dropbox.\n- Templates can include `${variables}` for dynamic values passed at assembly creation time.\n","# Transloadit Media Processing\n\nProcess, transform, and encode media files using Transloadit's cloud infrastructure.\nSupports video, audio, images, and documents with 86+ specialized processing robots.\n\n## When to Use This Skill\n\nUse this skill when you need to:\n\n- Encode video to HLS, MP4, WebM, or other formats\n- Generate thumbnails or animated GIFs from video\n- Resize, crop, watermark, or optimize images\n- Convert between image formats (JPEG, PNG, WebP, AVIF, HEIF)\n- Extract or transcode audio (MP3, AAC, FLAC, WAV)\n- Concatenate video or audio clips\n- Add subtitles or overlay text on video\n- OCR documents (PDF, scanned images)\n- Run speech-to-text or text-to-speech\n- Apply AI-based content moderation or object detection\n- Build multi-step media pipelines that chain operations together\n\n## Setup\n\n### Option A: MCP Server (recommended for Copilot)\n\nAdd the Transloadit MCP server to your IDE config. This gives the agent direct access\nto Transloadit tools (`create_template`, `create_assembly`, `list_assembly_notifications`, etc.).\n\n**VS Code \u002F GitHub Copilot** (`.vscode\u002Fmcp.json` or user settings):\n\n```json\n{\n  \"servers\": {\n    \"transloadit\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@transloadit\u002Fmcp-server\", \"stdio\"],\n      \"env\": {\n        \"TRANSLOADIT_KEY\": \"YOUR_AUTH_KEY\",\n        \"TRANSLOADIT_SECRET\": \"YOUR_AUTH_SECRET\"\n      }\n    }\n  }\n}\n```\n\nGet your API credentials at https:\u002F\u002Ftransloadit.com\u002Fc\u002F-\u002Fapi-credentials\n\n### Option B: CLI\n\nIf you prefer running commands directly:\n\n```bash\nnpx -y @transloadit\u002Fnode assemblies create \\\n  --steps '{\"encoded\": {\"robot\": \"\u002Fvideo\u002Fencode\", \"use\": \":original\", \"preset\": \"hls-1080p\"}}' \\\n  --wait \\\n  --input .\u002Fmy-video.mp4\n```\n\n## Core Workflows\n\n### Encode Video to HLS (Adaptive Streaming)\n\n```json\n{\n  \"steps\": {\n    \"encoded\": {\n      \"robot\": \"\u002Fvideo\u002Fencode\",\n      \"use\": \":original\",\n      \"preset\": \"hls-1080p\"\n    }\n  }\n}\n```\n\n### Generate Thumbnails from Video\n\n```json\n{\n  \"steps\": {\n    \"thumbnails\": {\n      \"robot\": \"\u002Fvideo\u002Fthumbs\",\n      \"use\": \":original\",\n      \"count\": 8,\n      \"width\": 320,\n      \"height\": 240\n    }\n  }\n}\n```\n\n### Resize and Watermark Images\n\n```json\n{\n  \"steps\": {\n    \"resized\": {\n      \"robot\": \"\u002Fimage\u002Fresize\",\n      \"use\": \":original\",\n      \"width\": 1200,\n      \"height\": 800,\n      \"resize_strategy\": \"fit\"\n    },\n    \"watermarked\": {\n      \"robot\": \"\u002Fimage\u002Fresize\",\n      \"use\": \"resized\",\n      \"watermark_url\": \"https:\u002F\u002Fexample.com\u002Flogo.png\",\n      \"watermark_position\": \"bottom-right\",\n      \"watermark_size\": \"15%\"\n    }\n  }\n}\n```\n\n### OCR a Document\n\n```json\n{\n  \"steps\": {\n    \"recognized\": {\n      \"robot\": \"\u002Fdocument\u002Focr\",\n      \"use\": \":original\",\n      \"provider\": \"aws\",\n      \"format\": \"text\"\n    }\n  }\n}\n```\n\n### Concatenate Audio Clips\n\n```json\n{\n  \"steps\": {\n    \"imported\": {\n      \"robot\": \"\u002Fhttp\u002Fimport\",\n      \"url\": [\"https:\u002F\u002Fexample.com\u002Fclip1.mp3\", \"https:\u002F\u002Fexample.com\u002Fclip2.mp3\"]\n    },\n    \"concatenated\": {\n      \"robot\": \"\u002Faudio\u002Fconcat\",\n      \"use\": \"imported\",\n      \"preset\": \"mp3\"\n    }\n  }\n}\n```\n\n## Multi-Step Pipelines\n\nSteps can be chained using the `\"use\"` field. Each step references a previous step's output:\n\n```json\n{\n  \"steps\": {\n    \"resized\": {\n      \"robot\": \"\u002Fimage\u002Fresize\",\n      \"use\": \":original\",\n      \"width\": 1920\n    },\n    \"optimized\": {\n      \"robot\": \"\u002Fimage\u002Foptimize\",\n      \"use\": \"resized\"\n    },\n    \"exported\": {\n      \"robot\": \"\u002Fs3\u002Fstore\",\n      \"use\": \"optimized\",\n      \"bucket\": \"my-bucket\",\n      \"path\": \"processed\u002F${file.name}\"\n    }\n  }\n}\n```\n\n## Key Concepts\n\n- **Assembly**: A single processing job. Created via `create_assembly` (MCP) or `assemblies create` (CLI).\n- **Template**: A reusable set of steps stored on Transloadit. Created via `create_template` (MCP) or `templates create` (CLI).\n- **Robot**: A processing unit (e.g., `\u002Fvideo\u002Fencode`, `\u002Fimage\u002Fresize`). See full list at https:\u002F\u002Ftransloadit.com\u002Fdocs\u002Ftranscoding\u002F\n- **Steps**: JSON object defining the pipeline. Each key is a step name, each value configures a robot.\n- **`:original`**: Refers to the uploaded input file.\n\n## Tips\n\n- Use `--wait` with the CLI to block until processing completes.\n- Use `preset` values (e.g., `\"hls-1080p\"`, `\"mp3\"`, `\"webp\"`) for common format targets instead of specifying every parameter.\n- Chain `\"use\": \"step_name\"` to build multi-step pipelines without intermediate downloads.\n- For batch processing, use `\u002Fhttp\u002Fimport` to pull files from URLs, S3, GCS, Azure, FTP, or Dropbox.\n- Templates can include `${variables}` for dynamic values passed at assembly creation time.\n",{"name":5,"license":15,"description":7,"compatibility":57},"Requires a free Transloadit account (https:\u002F\u002Ftransloadit.com\u002Fsignup). Uses the @transloadit\u002Fmcp-server MCP server or the @transloadit\u002Fnode CLI.","main","5269f7ea2d6c3a9bfda5ed878b6726cf509121fd","skills\u002Ftransloadit-media-processing",5340,"https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot","https:\u002F\u002Fawesome-copilot.github.com\u002F","https:\u002F\u002Fgithub.com\u002Fgithub","https:\u002F\u002Fgithub.com\u002Fabout","How people build software.","2026-11-11 13:41:32",{"source":8,"skillName":5,"commands":69,"prompt":79,"zipAvailable":80},[70,73,76],{"tool":71,"command":72},"npx","npx skills add github\u002Fawesome-copilot --skill transloadit-media-processing",{"tool":74,"command":75},"bunx","bunx skills add github\u002Fawesome-copilot --skill transloadit-media-processing",{"tool":77,"command":78},"pnpm","pnpm dlx skills add github\u002Fawesome-copilot --skill transloadit-media-processing","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Ftransloadit-media-processing\u002FSKILL.md",true,[],[83,113,141,171,204,218],{"skillNo":84,"name":85,"nameZh":6,"description":86,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":87,"categories":88,"keywords":93,"publishedAt":52},"01M70KXZNX9ES38N2A8M58ZZMZ","supabase-rls-policies","Write, review, and test Supabase Row Level Security (RLS) policies so that one user cannot read or change another user's rows. Use when creating or changing tables, policies, views, or security definer functions in a Supabase project, when reviewing a migration that touches RLS, or when asked to prove user isolation with pgTAP tests that sign in as two users.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fsupabase-rls-policies\u002FSKILL.md",[89,92],{"categoryNo":90,"categoryName":91,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[94,95,96,97,98,33,99,100,101,102,103,104,105,106,107,108,109,110,111,112],"supabase","rls","supabase rls","supabase rls policies","project","review","change","read","write","security","isolation","tables","as","tests","prove","use","users","functions","with",{"skillNo":114,"name":115,"nameZh":6,"description":116,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":117,"categories":118,"keywords":120,"publishedAt":52},"01M70KWA5YWXDV6V8DZ19E3T2Y","skill-distribution-audit","Audit a skill collection before release or investigate installer omissions, archived\u002Ftemplate leakage, duplicate identities, and manifest drift. Reconcile the intended public source set, distribution manifest, and actual discovery output for a specified consumer version. Includes a deterministic set-comparison helper.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fskill-distribution-audit\u002FSKILL.md",[119],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140],"distribution","skill distribution audit","audit","SET","deterministic","installer","for","discovery","comparison","helper","manifest","version","collection","drift","output","investigate","duplicate","template","release","reconcile",{"skillNo":142,"name":143,"nameZh":6,"description":144,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":145,"sourceHtmlUrl":146,"categories":147,"keywords":153,"publishedAt":52},"01M70KCJPFVW7PPQ49CC5R8JGK","logicapps-custom-code-net10-migration","Migrate Azure Logic Apps Standard local-function custom-code projects from .NET 8 to .NET 10. Use for legacy Logic Apps custom-code workspace upgrades, project\u002Fpackage configuration, custom-worker settings, publication, and integrated VS Code debugging. Not for ordinary .NET applications, standalone Azure Functions, Consumption workflows, or cloud deployment.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Flogicapps-custom-code-net10-migration\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Flogicapps-custom-code-net10-migration\u002FSKILL.md",[148],{"categoryNo":149,"categoryName":150,"taxonomyType":151,"taxonomyTypeDesc":152},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[154,155,156,157,158,159,127,98,160,161,162,163,164,165,166,109,167,168,169,170],"custom","code","logicapps custom code net10 migration","migration","projects","standalone","deployment","applications","local","azure","worker","upgrades","package","apps","Legacy","debugging","workflows",{"skillNo":172,"name":173,"nameZh":6,"description":174,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":175,"sourceHtmlUrl":176,"categories":177,"keywords":182,"publishedAt":52},"01M6AEBN37RQMXJ3298PEY7PG1","winmd-api-search","Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI\u002FML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fwinmd-api-search\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fwinmd-api-search\u002FSKILL.md",[178,181],{"categoryNo":179,"categoryName":180,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":149,"categoryName":150,"taxonomyType":151,"taxonomyTypeDesc":152},[183,184,185,186,187,188,189,190,191,44,192,193,194,195,196,33,197,198,199,200,201,127,202,203],"winmd api search","search","api","windows","desktop","file access","enumeration","ui","ml","networking","capabilities","notifications","explore","access","features","full","camera","events","platform","methods","controls",{"skillNo":205,"name":206,"nameZh":6,"description":207,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":208,"licenseFileUrl":209,"sourceHtmlUrl":210,"categories":211,"keywords":215,"publishedAt":52},"01M6AE571R3SC1ZGE202B3NB5S","resemble-detect","Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fresemble-detect\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fresemble-detect\u002FSKILL.md",[212,213,214],{"categoryNo":179,"categoryName":180,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[216,124,44,45,217],"resemble detect","identity",{"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":208,"licenseFileUrl":222,"sourceHtmlUrl":223,"categories":224,"keywords":229,"publishedAt":52},"01M6AE30BSK2HCY4TQQ22Z8JRD","quality-playbook","Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fquality-playbook\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fquality-playbook\u002FSKILL.md",[225,228],{"categoryNo":226,"categoryName":227,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[230,231,232,233,155,99,9,123,234,47,45,235,236,237,238,239,240,241,242,243,244,245,107,246,247,248,249],"playbook","quality playbook","quality","code review","tdd","report","spec","bug report","council","engineering","functional","spec audit","bug","verified","multi-model","three","coverage","model","regression","structural"]