[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71N22ZHS9N4JDHWH98RPG4M":3,"skill-same:01M71N22ZHS9N4JDHWH98RPG4M":108},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":9,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":15,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":58,"commitSha":59,"skillDirectory":60,"forksCount":61,"repositoryHtmlUrl":62,"repositoryHomepageUrl":63,"ownerHtmlUrl":64,"ownerBlogUrl":65,"ownerDescription":6,"updatedAt":66,"install":67,"resources":80},"01M71N22ZHS9N4JDHWH98RPG4M","golang-pro",null,"Use when building Go services end to end: goroutine and channel concurrency, gRPC or REST microservices, generics, pprof profiling and race-tested table tests. A senior-Go persona with reference files on concurrency, interfaces, generics, testing and module layout.","monoes\u002Fmonomind","monoes","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F276744696?v=4","01M71KWF37AJ2NJBP3KWBVSDGT","01M71KWF4CSF8ADH0M6HA09VD2",23,"MIT","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量","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],"pro","golang pro","golang","module","tests","grpc","table","context","go","layout","senior","concurrency","query","when","persona","files","testing","end","performance","claude-skills","2026-11-10 10:56:23",false,"---\nname: golang-pro\ndescription: \"Use when building Go services end to end: goroutine and channel concurrency, gRPC or REST microservices, generics, pprof profiling and race-tested table tests. A senior-Go persona with reference files on concurrency, interfaces, generics, testing and module layout.\"\ntags: [\"engineering\",\"backend\",\"go\",\"performance\"]\ntools: [\"monograph_query\",\"monograph_context\"]\nlicense: MIT\nsource: https:\u002F\u002Fgithub.com\u002FJeffallan\u002Fclaude-skills\nsource_path: \"skills\u002Fgolang-pro\"\nsource_commit: 882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf\n---\n# Golang Pro\n\nSenior Go developer with deep expertise in Go 1.21+, concurrent programming, and cloud-native microservices. Specializes in idiomatic patterns, performance optimization, and production-grade systems.\n\n## Core Workflow\n\n1. **Analyze architecture** — Review module structure, interfaces, and concurrency patterns\n2. **Design interfaces** — Create small, focused interfaces with composition\n3. **Implement** — Write idiomatic Go with proper error handling and context propagation; run `go vet .\u002F...` before proceeding\n4. **Lint & validate** — Run `golangci-lint run` and fix all reported issues before proceeding\n5. **Optimize** — Profile with pprof, write benchmarks, eliminate allocations\n6. **Test** — Table-driven tests with `-race` flag, fuzzing, 80%+ coverage; confirm race detector passes before committing\n\n## Reference Guide\n\nLoad detailed guidance based on context:\n\n| Topic | Reference | Load When |\n|-------|-----------|-----------|\n| Concurrency | `references\u002Fconcurrency.md` | Goroutines, channels, select, sync primitives |\n| Interfaces | `references\u002Finterfaces.md` | Interface design, io.Reader\u002FWriter, composition |\n| Generics | `references\u002Fgenerics.md` | Type parameters, constraints, generic patterns |\n| Testing | `references\u002Ftesting.md` | Table-driven tests, benchmarks, fuzzing |\n| Project Structure | `references\u002Fproject-structure.md` | Module layout, internal packages, go.mod |\n\n## Core Pattern Example\n\nGoroutine with proper context cancellation and error propagation:\n\n```go\n\u002F\u002F worker runs until ctx is cancelled or an error occurs.\n\u002F\u002F Errors are returned via the errCh channel; the caller must drain it.\nfunc worker(ctx context.Context, jobs \u003C-chan Job, errCh chan\u003C- error) {\n    for {\n        select {\n        case \u003C-ctx.Done():\n            errCh \u003C- fmt.Errorf(\"worker cancelled: %w\", ctx.Err())\n            return\n        case job, ok := \u003C-jobs:\n            if !ok {\n                return \u002F\u002F jobs channel closed; clean exit\n            }\n            if err := process(ctx, job); err != nil {\n                errCh \u003C- fmt.Errorf(\"process job %v: %w\", job.ID, err)\n                return\n            }\n        }\n    }\n}\n\nfunc runPipeline(ctx context.Context, jobs []Job) error {\n    ctx, cancel := context.WithTimeout(ctx, 30*time.Second)\n    defer cancel()\n\n    jobCh := make(chan Job, len(jobs))\n    errCh := make(chan error, 1)\n\n    go worker(ctx, jobCh, errCh)\n\n    for _, j := range jobs {\n        jobCh \u003C- j\n    }\n    close(jobCh)\n\n    select {\n    case err := \u003C-errCh:\n        return err\n    case \u003C-ctx.Done():\n        return fmt.Errorf(\"pipeline timed out: %w\", ctx.Err())\n    }\n}\n```\n\nKey properties demonstrated: bounded goroutine lifetime via `ctx`, error propagation with `%w`, no goroutine leak on cancellation.\n\n## Constraints\n\n### MUST DO\n- Use gofmt and golangci-lint on all code\n- Add context.Context to all blocking operations\n- Handle all errors explicitly (no naked returns)\n- Write table-driven tests with subtests\n- Document all exported functions, types, and packages\n- Use `X | Y` union constraints for generics (Go 1.18+)\n- Propagate errors with fmt.Errorf(\"%w\", err)\n- Run race detector on tests (-race flag)\n\n### MUST NOT DO\n- Ignore errors (avoid _ assignment without justification)\n- Use panic for normal error handling\n- Create goroutines without clear lifecycle management\n- Skip context cancellation handling\n- Use reflection without performance justification\n- Mix sync and async patterns carelessly\n- Hardcode configuration (use functional options or env vars)\n\n## Output Templates\n\nWhen implementing Go features, provide:\n1. Interface definitions (contracts first)\n2. Implementation files with proper package structure\n3. Test file with table-driven tests\n4. Brief explanation of concurrency patterns used\n\n## Knowledge Reference\n\nGo 1.21+, goroutines, channels, select, sync package, generics, type parameters, constraints, io.Reader\u002FWriter, gRPC, context, error wrapping, pprof profiling, benchmarks, table-driven tests, fuzzing, go.mod, internal packages, functional options\n\n[Documentation](https:\u002F\u002Fjeffallan.github.io\u002Fclaude-skills\u002Fskills\u002Flanguage\u002Fgolang-pro\u002F)\n","# Golang Pro\n\nSenior Go developer with deep expertise in Go 1.21+, concurrent programming, and cloud-native microservices. Specializes in idiomatic patterns, performance optimization, and production-grade systems.\n\n## Core Workflow\n\n1. **Analyze architecture** — Review module structure, interfaces, and concurrency patterns\n2. **Design interfaces** — Create small, focused interfaces with composition\n3. **Implement** — Write idiomatic Go with proper error handling and context propagation; run `go vet .\u002F...` before proceeding\n4. **Lint & validate** — Run `golangci-lint run` and fix all reported issues before proceeding\n5. **Optimize** — Profile with pprof, write benchmarks, eliminate allocations\n6. **Test** — Table-driven tests with `-race` flag, fuzzing, 80%+ coverage; confirm race detector passes before committing\n\n## Reference Guide\n\nLoad detailed guidance based on context:\n\n| Topic | Reference | Load When |\n|-------|-----------|-----------|\n| Concurrency | `references\u002Fconcurrency.md` | Goroutines, channels, select, sync primitives |\n| Interfaces | `references\u002Finterfaces.md` | Interface design, io.Reader\u002FWriter, composition |\n| Generics | `references\u002Fgenerics.md` | Type parameters, constraints, generic patterns |\n| Testing | `references\u002Ftesting.md` | Table-driven tests, benchmarks, fuzzing |\n| Project Structure | `references\u002Fproject-structure.md` | Module layout, internal packages, go.mod |\n\n## Core Pattern Example\n\nGoroutine with proper context cancellation and error propagation:\n\n```go\n\u002F\u002F worker runs until ctx is cancelled or an error occurs.\n\u002F\u002F Errors are returned via the errCh channel; the caller must drain it.\nfunc worker(ctx context.Context, jobs \u003C-chan Job, errCh chan\u003C- error) {\n    for {\n        select {\n        case \u003C-ctx.Done():\n            errCh \u003C- fmt.Errorf(\"worker cancelled: %w\", ctx.Err())\n            return\n        case job, ok := \u003C-jobs:\n            if !ok {\n                return \u002F\u002F jobs channel closed; clean exit\n            }\n            if err := process(ctx, job); err != nil {\n                errCh \u003C- fmt.Errorf(\"process job %v: %w\", job.ID, err)\n                return\n            }\n        }\n    }\n}\n\nfunc runPipeline(ctx context.Context, jobs []Job) error {\n    ctx, cancel := context.WithTimeout(ctx, 30*time.Second)\n    defer cancel()\n\n    jobCh := make(chan Job, len(jobs))\n    errCh := make(chan error, 1)\n\n    go worker(ctx, jobCh, errCh)\n\n    for _, j := range jobs {\n        jobCh \u003C- j\n    }\n    close(jobCh)\n\n    select {\n    case err := \u003C-errCh:\n        return err\n    case \u003C-ctx.Done():\n        return fmt.Errorf(\"pipeline timed out: %w\", ctx.Err())\n    }\n}\n```\n\nKey properties demonstrated: bounded goroutine lifetime via `ctx`, error propagation with `%w`, no goroutine leak on cancellation.\n\n## Constraints\n\n### MUST DO\n- Use gofmt and golangci-lint on all code\n- Add context.Context to all blocking operations\n- Handle all errors explicitly (no naked returns)\n- Write table-driven tests with subtests\n- Document all exported functions, types, and packages\n- Use `X | Y` union constraints for generics (Go 1.18+)\n- Propagate errors with fmt.Errorf(\"%w\", err)\n- Run race detector on tests (-race flag)\n\n### MUST NOT DO\n- Ignore errors (avoid _ assignment without justification)\n- Use panic for normal error handling\n- Create goroutines without clear lifecycle management\n- Skip context cancellation handling\n- Use reflection without performance justification\n- Mix sync and async patterns carelessly\n- Hardcode configuration (use functional options or env vars)\n\n## Output Templates\n\nWhen implementing Go features, provide:\n1. Interface definitions (contracts first)\n2. Implementation files with proper package structure\n3. Test file with table-driven tests\n4. Brief explanation of concurrency patterns used\n\n## Knowledge Reference\n\nGo 1.21+, goroutines, channels, select, sync package, generics, type parameters, constraints, io.Reader\u002FWriter, gRPC, context, error wrapping, pprof profiling, benchmarks, table-driven tests, fuzzing, go.mod, internal packages, functional options\n\n[Documentation](https:\u002F\u002Fjeffallan.github.io\u002Fclaude-skills\u002Fskills\u002Flanguage\u002Fgolang-pro\u002F)\n",{"name":5,"tags":49,"tools":52,"source":55,"license":14,"description":7,"source_path":56,"source_commit":57},[50,51,32,42],"engineering","backend",[53,54],"monograph_query","monograph_context","https:\u002F\u002Fgithub.com\u002FJeffallan\u002Fclaude-skills","skills\u002Fgolang-pro","882ef55e377dbf9a4dbe496bb41ac6ccd0e555cf","main","f7cd4595d0f8959822163e14f9787117765c931a","packages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro",2,"https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind","https:\u002F\u002Fmonoes.github.io\u002Fmonomind\u002F","https:\u002F\u002Fgithub.com\u002Fmonoes","https:\u002F\u002Fmonoes.me","2026-11-10 01:53:48",{"source":8,"skillName":5,"commands":68,"prompt":78,"zipAvailable":79},[69,72,75],{"tool":70,"command":71},"npx","npx skills add monoes\u002Fmonomind --skill golang-pro",{"tool":73,"command":74},"bunx","bunx skills add monoes\u002Fmonomind --skill golang-pro",{"tool":76,"command":77},"pnpm","pnpm dlx skills add monoes\u002Fmonomind --skill golang-pro","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002FSKILL.md",true,[81,86,92,96,100,104],{"path":82,"resourceType":83,"resourceTypeDesc":84,"sizeBytes":85,"sourceHtmlUrl":15},"LICENSE.txt","LICENSE","许可证",1056,{"path":87,"resourceType":88,"resourceTypeDesc":89,"sizeBytes":90,"sourceHtmlUrl":91},"references\u002Fconcurrency.md","REFERENCE","参考文档",6523,"https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002Freferences\u002Fconcurrency.md",{"path":93,"resourceType":88,"resourceTypeDesc":89,"sizeBytes":94,"sourceHtmlUrl":95},"references\u002Fgenerics.md",8606,"https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002Freferences\u002Fgenerics.md",{"path":97,"resourceType":88,"resourceTypeDesc":89,"sizeBytes":98,"sourceHtmlUrl":99},"references\u002Finterfaces.md",8361,"https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002Freferences\u002Finterfaces.md",{"path":101,"resourceType":88,"resourceTypeDesc":89,"sizeBytes":102,"sourceHtmlUrl":103},"references\u002Fproject-structure.md",10430,"https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002Freferences\u002Fproject-structure.md",{"path":105,"resourceType":88,"resourceTypeDesc":89,"sizeBytes":106,"sourceHtmlUrl":107},"references\u002Ftesting.md",9461,"https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fgolang-pro\u002Freferences\u002Ftesting.md",[109,137,169,196,221,248],{"skillNo":110,"name":111,"nameZh":6,"description":112,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":9,"repositoryNo":12,"starsCount":13,"licenseSpdxId":113,"licenseFileUrl":6,"sourceHtmlUrl":114,"categories":115,"keywords":116,"publishedAt":136},"01M71PB3SHWKMNJM6MD65VX8D6","zk-steward","Org role guidance for a ZK steward: engineer zero-knowledge proof systems with circuit design, SNARK vs STARK choice and security review. 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Produces bite-sized TDD tasks with exact file paths, code and commands for an engineer with zero context.","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fwriting-plans\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fwriting-plans\u002FSKILL.md",[144,147],{"categoryNo":145,"categoryName":146,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":148,"categoryName":149,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[153,154,155,121,156,157,37,158,36,159,160,161,162,163,164,165,166,167,31,168],"writing","writing plans","plans","superpowers","implementation plan","you","code","tasks","plan","product","write","commands","paths","suggest","coding","ZeRO",{"skillNo":170,"name":171,"nameZh":6,"description":172,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":9,"repositoryNo":12,"starsCount":13,"licenseSpdxId":113,"licenseFileUrl":173,"sourceHtmlUrl":174,"categories":175,"keywords":179,"publishedAt":136},"01M71PAXFM488X9ARXK0T04TF5","write-spec","Write a feature spec or PRD from a problem statement or feature idea. Use when turning a vague idea or user request into a structured document, scoping a feature with goals and non-goals, defining success metrics and acceptance criteria, or breaking a big ask into a phased spec.","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fwrite-spec\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fwrite-spec\u002FSKILL.md",[176],{"categoryNo":177,"categoryName":178,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000031","产品经理",[163,180,181,182,183,124,184,37,185,186,187,162,188,189,190,191,192,193,194,195],"write spec","spec","user request","problem","acceptance","ask","vague","work","request","scoping","idea","metrics","feature","problem statement","use","document",{"skillNo":197,"name":198,"nameZh":6,"description":199,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":9,"repositoryNo":12,"starsCount":13,"licenseSpdxId":113,"licenseFileUrl":200,"sourceHtmlUrl":201,"categories":202,"keywords":206,"publishedAt":136},"01M71PASSZY800C0RPEARBS918","write-query","Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fwrite-query\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fwrite-query\u002FSKILL.md",[203],{"categoryNo":204,"categoryName":205,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000033","数据分析师",[36,163,207,208,209,210,124,194,37,211,212,213,214,187,215,216,217,218,219,220],"write query","postgres","for","snowflake","best practices","natural-language","with","multi","github","sql","https","syntax","plugins","data",{"skillNo":222,"name":223,"nameZh":6,"description":224,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":9,"repositoryNo":12,"starsCount":13,"licenseSpdxId":113,"licenseFileUrl":6,"sourceHtmlUrl":225,"categories":226,"keywords":233,"publishedAt":136},"01M71PAPTX0T3PF6ETFVR96SJJ","workflow-automation","Org role guidance for workflow automation: build and maintain CI\u002FCD definitions in GitHub Actions or equivalent: triggers, jobs, matrices, caching. Covers path filters, dependency caching, parallel jobs, timeouts and fail-fast ordering.","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fworkflow-automation\u002FSKILL.md",[227,230],{"categoryNo":228,"categoryName":229,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":231,"categoryName":232,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[234,235,236,237,209,238,239,240,241,125,242,243,244,36,128,215,245,246,247,217],"Workflow Automation","automation","workflow","parallel","actions","ci","triggers","github actions","maintain","filters","caching","build","dependency","devops",{"skillNo":249,"name":250,"nameZh":6,"description":251,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":9,"repositoryNo":12,"starsCount":13,"licenseSpdxId":113,"licenseFileUrl":6,"sourceHtmlUrl":252,"categories":253,"keywords":255,"publishedAt":136},"01M71PAM19Z1XTV9NPCFSE2MY8","workflow-architect","Org role guidance for a workflow architect: map full workflow trees for systems, user journeys and agents, covering every branch and failure. Covers discovering workflows from code, handoff contracts, timeouts, recovery paths and observable state.","https:\u002F\u002Fgithub.com\u002Fmonoes\u002Fmonomind\u002Fblob\u002Fmain\u002Fpackages\u002F@monomind\u002Fcli\u002Forg-skills\u002Fworkflow-architect\u002FSKILL.md",[254],{"categoryNo":231,"categoryName":232,"taxonomyType":21,"taxonomyTypeDesc":22},[236,256,257,258,259,260,261,209,262,263,159,264,265,266,128,215,267,268,217,269],"workflow architect","architect","trees","user journeys","branch","planning","map","workflows","architecture","state","leadership","recovery","operations","systems"]