[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6ADV13VQ76N5JP8SJVQ29KB":3,"skill-same:01M6ADV13VQ76N5JP8SJVQ29KB":70},{"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":31,"linkOnly":32,"markdownContent":33,"markdownBody":34,"frontMatter":35,"refName":36,"commitSha":37,"skillDirectory":38,"forksCount":39,"repositoryHtmlUrl":40,"repositoryHomepageUrl":41,"ownerHtmlUrl":42,"ownerBlogUrl":43,"ownerDescription":44,"updatedAt":45,"install":46,"resources":59},"01M6ADV13VQ76N5JP8SJVQ29KB","memory-merger",null,"Merges mature lessons from a domain memory file into its instruction file. Syntax: `\u002Fmemory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.","github\u002Fawesome-copilot","github","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","01M6AC83DS133TPXFSP1DHNCC6","GitHub","01M6AD3PBDYPK7NVFJNJ66Y8RS",41081,"MIT","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fmemory-merger\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30],"memory","memory merger","merger","file","workspace","syntax","user","global","default","domain","scope","lessons","2026-11-10 10:12:30",false,"---\nname: memory-merger\ndescription: 'Merges mature lessons from a domain memory file into its instruction file. Syntax: `\u002Fmemory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.'\n---\n\n# Memory Merger\n\nYou consolidate mature learnings from a domain's memory file into its instruction file, ensuring knowledge preservation with minimal redundancy.\n\n**Use the todo list** to track your progress through the process steps and keep the user informed.\n\n## Scopes\n\nMemory instructions can be stored in two scopes:\n\n- **Global** (`global` or `user`) - Stored in `\u003Cglobal-prompts>` (`vscode-userdata:\u002FUser\u002Fprompts\u002F`) and apply to all VS Code projects\n- **Workspace** (`workspace` or `ws`) - Stored in `\u003Cworkspace-instructions>` (`\u003Cworkspace-root>\u002F.github\u002Finstructions\u002F`) and apply only to the current project\n\nDefault scope is **global**.\n\nThroughout this prompt, `\u003Cglobal-prompts>` and `\u003Cworkspace-instructions>` refer to these directories.\n\n## Syntax\n\n```\n\u002Fmemory-merger >domain-name [scope]\n```\n\n- `>domain-name` - Required. The domain to merge (e.g., `>clojure`, `>git-workflow`, `>prompt-engineering`)\n- `[scope]` - Optional. One of: `global`, `user` (both mean global), `workspace`, or `ws`. Defaults to `global`\n\n**Examples:**\n- `\u002Fmemory-merger >prompt-engineering` - merges global prompt engineering memories\n- `\u002Fmemory-merger >clojure workspace` - merges workspace clojure memories\n- `\u002Fmemory-merger >git-workflow ws` - merges workspace git-workflow memories\n\n## Process\n\n### 1. Parse Input and Read Files\n\n- **Extract** domain and scope from user input\n- **Determine** file paths:\n  - Global: `\u003Cglobal-prompts>\u002F{domain}-memory.instructions.md` → `\u003Cglobal-prompts>\u002F{domain}.instructions.md`\n  - Workspace: `\u003Cworkspace-instructions>\u002F{domain}-memory.instructions.md` → `\u003Cworkspace-instructions>\u002F{domain}.instructions.md`\n- The user can have mistyped the domain, if you don't find the memory file, glob the directory and determine if there may be a match there. Ask the user for input if in doubt.\n- **Read** both files (memory file must exist; instruction file may not)\n\n### 2. Analyze and Propose\n\nReview all memory sections and present them for merger consideration:\n\n```\n## Proposed Memories for Merger\n\n### Memory: [Headline]\n**Content:** [Key points]\n**Location:** [Where it fits in instructions]\n\n[More memories]...\n```\n\nSay: \"Please review these memories. Approve all with 'go' or specify which to skip.\"\n\n**STOP and wait for user input.**\n\n### 3. Define Quality Bar\n\nEstablish 10\u002F10 criteria for what constitutes awesome merged resulting instructions:\n1. **Zero knowledge loss** - Every detail, example, and nuance preserved\n2. **Minimal redundancy** - Overlapping guidance consolidated\n3. **Maximum scannability** - Clear hierarchy, parallel structure, strategic bold, logical grouping\n\n### 4. Merge and Iterate\n\nDevelop the final merged instructions **without updating files yet**:\n\n1. Draft the merged instructions incorporating approved memories\n2. Evaluate against quality bar\n3. Refine structure, wording, organization\n4. Repeat until the merged instructions meet 10\u002F10 criteria\n\n### 5. Update Files\n\nOnce the final merged instructions meet 10\u002F10 criteria:\n\n- **Create or update** the instruction file with the final merged content\n  - Include proper frontmatter if creating new file\n  - **Merge `applyTo` patterns** from both memory and instruction files if both exist, ensuring comprehensive coverage without duplication\n- **Remove** merged sections from the memory file\n\n## Example\n\n```\nUser: \"\u002Fmemory-merger >clojure\"\n\nAgent:\n1. Reads clojure-memory.instructions.md and clojure.instructions.md\n2. Proposes 3 memories for merger\n3. [STOPS]\n\nUser: \"go\"\n\nAgent:\n4. Defines quality bar for 10\u002F10\n5. Merges new instructions candidate, iterates to 10\u002F10\n6. Updates clojure.instructions.md\n7. Cleans clojure-memory.instructions.md\n```\n","# Memory Merger\n\nYou consolidate mature learnings from a domain's memory file into its instruction file, ensuring knowledge preservation with minimal redundancy.\n\n**Use the todo list** to track your progress through the process steps and keep the user informed.\n\n## Scopes\n\nMemory instructions can be stored in two scopes:\n\n- **Global** (`global` or `user`) - Stored in `\u003Cglobal-prompts>` (`vscode-userdata:\u002FUser\u002Fprompts\u002F`) and apply to all VS Code projects\n- **Workspace** (`workspace` or `ws`) - Stored in `\u003Cworkspace-instructions>` (`\u003Cworkspace-root>\u002F.github\u002Finstructions\u002F`) and apply only to the current project\n\nDefault scope is **global**.\n\nThroughout this prompt, `\u003Cglobal-prompts>` and `\u003Cworkspace-instructions>` refer to these directories.\n\n## Syntax\n\n```\n\u002Fmemory-merger >domain-name [scope]\n```\n\n- `>domain-name` - Required. The domain to merge (e.g., `>clojure`, `>git-workflow`, `>prompt-engineering`)\n- `[scope]` - Optional. One of: `global`, `user` (both mean global), `workspace`, or `ws`. Defaults to `global`\n\n**Examples:**\n- `\u002Fmemory-merger >prompt-engineering` - merges global prompt engineering memories\n- `\u002Fmemory-merger >clojure workspace` - merges workspace clojure memories\n- `\u002Fmemory-merger >git-workflow ws` - merges workspace git-workflow memories\n\n## Process\n\n### 1. Parse Input and Read Files\n\n- **Extract** domain and scope from user input\n- **Determine** file paths:\n  - Global: `\u003Cglobal-prompts>\u002F{domain}-memory.instructions.md` → `\u003Cglobal-prompts>\u002F{domain}.instructions.md`\n  - Workspace: `\u003Cworkspace-instructions>\u002F{domain}-memory.instructions.md` → `\u003Cworkspace-instructions>\u002F{domain}.instructions.md`\n- The user can have mistyped the domain, if you don't find the memory file, glob the directory and determine if there may be a match there. Ask the user for input if in doubt.\n- **Read** both files (memory file must exist; instruction file may not)\n\n### 2. Analyze and Propose\n\nReview all memory sections and present them for merger consideration:\n\n```\n## Proposed Memories for Merger\n\n### Memory: [Headline]\n**Content:** [Key points]\n**Location:** [Where it fits in instructions]\n\n[More memories]...\n```\n\nSay: \"Please review these memories. Approve all with 'go' or specify which to skip.\"\n\n**STOP and wait for user input.**\n\n### 3. Define Quality Bar\n\nEstablish 10\u002F10 criteria for what constitutes awesome merged resulting instructions:\n1. **Zero knowledge loss** - Every detail, example, and nuance preserved\n2. **Minimal redundancy** - Overlapping guidance consolidated\n3. **Maximum scannability** - Clear hierarchy, parallel structure, strategic bold, logical grouping\n\n### 4. Merge and Iterate\n\nDevelop the final merged instructions **without updating files yet**:\n\n1. Draft the merged instructions incorporating approved memories\n2. Evaluate against quality bar\n3. Refine structure, wording, organization\n4. Repeat until the merged instructions meet 10\u002F10 criteria\n\n### 5. Update Files\n\nOnce the final merged instructions meet 10\u002F10 criteria:\n\n- **Create or update** the instruction file with the final merged content\n  - Include proper frontmatter if creating new file\n  - **Merge `applyTo` patterns** from both memory and instruction files if both exist, ensuring comprehensive coverage without duplication\n- **Remove** merged sections from the memory file\n\n## Example\n\n```\nUser: \"\u002Fmemory-merger >clojure\"\n\nAgent:\n1. Reads clojure-memory.instructions.md and clojure.instructions.md\n2. Proposes 3 memories for merger\n3. [STOPS]\n\nUser: \"go\"\n\nAgent:\n4. Defines quality bar for 10\u002F10\n5. Merges new instructions candidate, iterates to 10\u002F10\n6. Updates clojure.instructions.md\n7. Cleans clojure-memory.instructions.md\n```\n",{"name":5,"description":7},"main","5269f7ea2d6c3a9bfda5ed878b6726cf509121fd","skills\u002Fmemory-merger",5344,"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.","2026-11-13 02:05:36",{"source":8,"skillName":5,"commands":47,"prompt":57,"zipAvailable":58},[48,51,54],{"tool":49,"command":50},"npx","npx skills add github\u002Fawesome-copilot --skill memory-merger",{"tool":52,"command":53},"bunx","bunx skills add github\u002Fawesome-copilot --skill memory-merger",{"tool":55,"command":56},"pnpm","pnpm dlx skills add github\u002Fawesome-copilot --skill memory-merger","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fmemory-merger\u002FSKILL.md",true,[60,66],{"path":61,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":64,"sourceHtmlUrl":65},"agents\u002Fopenai.yaml","REFERENCE","参考文档",102,"https:\u002F\u002Fgithub.com\u002Fderseitenschneider\u002Fdotfiles\u002Fblob\u002Fmain\u002Fclaude-config\u002F.claude\u002Fskills\u002Fwriting-for-agents\u002Fagents\u002Fopenai.yaml",{"path":67,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":68,"sourceHtmlUrl":69},"SKILL-MECHANICS.md",2629,"https:\u002F\u002Fgithub.com\u002Fderseitenschneider\u002Fdotfiles\u002Fblob\u002Fmain\u002Fclaude-config\u002F.claude\u002Fskills\u002Fwriting-for-agents\u002FSKILL-MECHANICS.md",[71,106,134,164,197,214],{"skillNo":72,"name":73,"nameZh":6,"description":74,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":75,"categories":76,"keywords":85,"publishedAt":31},"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",[77,82],{"categoryNo":78,"categoryName":79,"taxonomyType":80,"taxonomyTypeDesc":81},"01JBSEEDCAT000000000000008","测试与质量","SCENARIO","使用场景",{"categoryNo":83,"categoryName":84,"taxonomyType":80,"taxonomyTypeDesc":81},"01JBSEEDCAT000000000000023","Skill与智能体开发",[86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105],"supabase","rls","supabase rls","supabase rls policies","project","when","review","change","read","write","security","isolation","tables","as","tests","prove","use","users","functions","with",{"skillNo":107,"name":108,"nameZh":6,"description":109,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":110,"categories":111,"keywords":113,"publishedAt":31},"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",[112],{"categoryNo":83,"categoryName":84,"taxonomyType":80,"taxonomyTypeDesc":81},[114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133],"distribution","skill distribution audit","audit","SET","deterministic","installer","for","discovery","comparison","helper","manifest","version","collection","drift","output","investigate","duplicate","template","release","reconcile",{"skillNo":135,"name":136,"nameZh":6,"description":137,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":138,"sourceHtmlUrl":139,"categories":140,"keywords":146,"publishedAt":31},"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",[141],{"categoryNo":142,"categoryName":143,"taxonomyType":144,"taxonomyTypeDesc":145},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[147,148,149,150,151,152,120,90,153,154,155,156,157,158,159,102,160,161,162,163],"custom","code","logicapps custom code net10 migration","migration","projects","standalone","deployment","applications","local","azure","worker","upgrades","package","apps","Legacy","debugging","workflows",{"skillNo":165,"name":166,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":168,"sourceHtmlUrl":169,"categories":170,"keywords":175,"publishedAt":31},"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",[171,174],{"categoryNo":172,"categoryName":173,"taxonomyType":80,"taxonomyTypeDesc":81},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":142,"categoryName":143,"taxonomyType":144,"taxonomyTypeDesc":145},[176,177,178,179,180,181,182,183,184,22,185,186,187,188,189,91,190,191,192,193,194,120,195,196],"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":198,"name":199,"nameZh":6,"description":200,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":201,"licenseFileUrl":202,"sourceHtmlUrl":203,"categories":204,"keywords":210,"publishedAt":31},"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",[205,206,209],{"categoryNo":172,"categoryName":173,"taxonomyType":80,"taxonomyTypeDesc":81},{"categoryNo":207,"categoryName":208,"taxonomyType":80,"taxonomyTypeDesc":81},"01JBSEEDCAT000000000000016","图像与多媒体",{"categoryNo":83,"categoryName":84,"taxonomyType":80,"taxonomyTypeDesc":81},[211,117,22,212,213],"resemble detect","https","identity",{"skillNo":215,"name":216,"nameZh":6,"description":217,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":201,"licenseFileUrl":218,"sourceHtmlUrl":219,"categories":220,"keywords":225,"publishedAt":31},"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",[221,224],{"categoryNo":222,"categoryName":223,"taxonomyType":80,"taxonomyTypeDesc":81},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":83,"categoryName":84,"taxonomyType":80,"taxonomyTypeDesc":81},[226,227,228,229,148,92,9,116,230,231,212,232,233,234,235,236,237,238,239,240,241,242,100,243,244,245,246],"playbook","quality playbook","quality","code review","tdd","run","report","spec","bug report","council","engineering","functional","spec audit","bug","verified","multi-model","three","coverage","model","regression","structural"]