S

Samber技能

chrome-extension
samber
使用 Manifest V3 构建 Chrome 扩展的全面指南。当用户提到 Chrome 扩展、浏览器扩展、manifest.json、内容脚本、服务工作者(扩展上下文)、弹出窗口、侧边栏、chrome.runtime、chrome.tabs、chrome.storage、chrome.scripting、后台脚本、MV3、Manifest V3 或任何 Chrome 扩展 API 时,使用此技能。当用户想要向网页注入脚本、在页面与后台之间通信、绕过 CSP 时,也触发此技能。
developmentbrowser-automation
conventional-git
samber
Conventional Commits v1.0.0 分支命名、工作树命名及提交信息标准,适用于 GitHub 和 GitLab 项目。在创建分支、命名工作树、编写提交、生成提交信息、审查分支规范或设置变更日志自动化时使用。当项目需要一致的 Git 历史记录、基于语义化版本控制的发布、可解析的变更日志生成或自动关闭问题时应用。当用户询问如何命名工作树、创建 Git 工作树或...时触发。
developmentcode-reviewdevops
copywriting-cta
samber
设计文章末尾的CTA(置于博客文章、新闻通讯、随笔、文章或任何长文底部的行动号召)。当用户要求撰写、设计、审查或改进文章、博客或随笔底部的CTA;提及“文末CTA”、“文章底部”、“行动号召”、“注册框”、“新闻通讯CTA”、“订阅模块”、“底部该放什么”、“如何让读者订阅/分享/预约通话/购买/...”时,使用此技能。
marketingcreativecommunication
copywriting-hooks
samber
为长篇文章(英文或法文)生成开篇钩子和文章标题——包括博客文章、Substack/Medium/dev.to、领英长文、付费新闻通讯、观点文章、深度报道、技术解析。当用户要求提供钩子、开篇、导语、引言、首句/首段、开场白、accroche、attaque、phrase d'accroche或première phrase时触发——包括让平淡的引言更有冲击力或重写草稿开篇。当用户要求提供文章标题、titre d'article时也触发。
marketingcreativecommunication
copywriting-prose-creator
samber
将某人或品牌的写作方式编码为散文机制(词汇、句法、节奏、结构、标志性手法),独立于情感基调。输出:PROSE.md。三种模式:从SOUL.md + TONE.md + 探索性访谈中构建全新指南;将现有指南适配到新渠道;在编码前审计语料库以提取散文模式。适用场景:为内容工厂制定写作规则,为多写手一致性编码代笔风格,定义禁用词和句子长度目标……
creativecommunicationdocument
copywriting-tone-of-voice-creator
samber
Build a brand tone of voice guide (TONE.md) via discovery, voice definition, and channel modulation. Outputs voice attributes with do's/don'ts, NN/g positioning, tone modulation matrix, lexicon, mechanics, and channel rules — consumed by downstream content skills writing on-brand copy. Covers B2B SaaS, B2C/D2C, NGO, public sector, consulting, industrial, product-led, personal, and volunteering brands; researches uncovered contexts (politics, regulated niches, religious orgs, gaming) on...
marketingcreativecommunication
crxjs
samber
CRXJS Chrome extension development — true HMR for popup, options, content scripts, side panels, manifest-driven builds, dynamic content script imports (`?script`, `?script&module`), and `defineManifest` for type-safe manifests. Uses Vite as its build tool. Use when the user mentions CRXJS, crxjs, @crxjs/vite-plugin, 'extension with hot reload', 'HMR for chrome extension', or wants to set up a CRXJS-based Chrome extension project with any framework (React, Vue, Svelte, Solid, Vanilla). Also...
developmentbrowser-automation
deep-research
samber
Deep research skill — broad parallel web searches, multi-source validation, confidence tracking, cited Markdown report. Supports 11 research types: market (TAM/SAM, segments, pricing, trends), domain (industry structure, ecosystem, regulatory landscape), technical (architecture, tools, benchmarks), competitive (competitor teardown, positioning, win/loss), product (feature analysis, reviews, roadmap signals), academic (literature survey, citation networks, key authors), person/org (due...
researchweb-scrapingdata-analysis
frontend-design-deslop
samber
Produce distinctive, non-generic UI and design applications well, working strategy-first. Identify the project (landing page, SaaS app, dashboard, ecommerce, presentation, docs, portfolio...) and its positioning and personality, commit to brand adjectives, translate into a typography and color system, then apply the craft layer (layout, components and states, motion, iconography, imagery, dark mode and theming, accessibility), avoiding the AI-slop / Claude-esque default. This is both a...
designdevelopmentcreative
golang-benchmark
samber
Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat, setting up CI benchmark regression detection, or investigating production performance with Prometheus runtime metrics. Also use when the developer needs deep analysis on a specific performance indicator - this skill provides the measurement methodology, while...
developmenttestingcode-review
golang-cli
samber
Golang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for command structure, flag handling, configuration layering, version embedding, exit codes, I/O patterns, signal handling, shell completion, argument validation, and CLI unit testing. Also triggers when code uses cobra, viper, or urfave/cli. For cobra-specific APIs → See `samber/cc-skills-golang@golang-spf13-cobra` skill; for viper configuration layering → See...
development
golang-code-style
samber
Golang code style conventions — line length and breaking, variable declarations, control flow clarity, when comments help vs hurt. Use when writing or reviewing Go code, asking about style or clarity, or establishing project coding standards. Not for naming conventions (→ See `samber/cc-skills-golang@golang-naming` skill), linter configuration (→ See `samber/cc-skills-golang@golang-lint` skill), or doc comments (→ See `samber/cc-skills-golang@golang-documentation` skill).
developmentcode-review
golang-concurrency
samber
Golang 并发模式。在编写或审查涉及 goroutine、channel、select、锁、同步原语、errgroup、singleflight、工作池或扇出/扇入管道的并发 Go 代码时使用。当检测到 goroutine 泄漏、竞态条件、channel 所有权问题,或需要在 channel 和互斥锁之间做出选择时也会触发。
developmentcode-review
golang-context
samber
Idiomatic context.Context usage in Golang — propagation through API boundaries, cancellation, timeouts and deadlines, request-scoped values, context.WithoutCancel for background work outliving requests. Apply when designing context propagation across layers, debugging leaked or unexpired contexts, choosing between context.Background/TODO/WithoutCancel, or storing values in context. Not for code that merely accepts ctx as first parameter.
development
golang-continuous-integration
samber
CI/CD pipeline configuration using GitHub Actions for Golang projects — testing, linting, SAST, security scanning, code coverage, Dependabot, Renovate, GoReleaser, code review automation, and release pipelines. Use when setting up or improving Go project CI, configuring GitHub Actions workflows, adding linters or security scanners, automating dependency updates, or adding quality gates.
developmentdevopstesting
golang-data-structures
samber
Golang 数据结构 — 切片(内部机制、容量增长、预分配、slices 包)、映射(内部机制、哈希桶、maps 包)、数组、container/list/heap/ring、strings.Builder 与 bytes.Buffer、泛型集合、指针(unsafe.Pointer、weak.Pointer)以及复制语义。适用于选择或优化 Go 数据结构、实现泛型容器、使用 container/ 包、unsafe 或 weak 指针,或对切片/映射内部机制有疑问时。
developmentdata-analysis
golang-database
samber
Go数据库访问全面指南——参数化查询、结构体扫描、可空列、事务、隔离级别、SELECT FOR UPDATE、连接池、批处理、上下文传播及迁移工具。适用于编写、审查或调试与PostgreSQL、MariaDB、MySQL或SQLite交互的Golang代码;数据库测试;或关于database/sql、sqlx或pgx的问题。不生成数据库模式或迁移SQL。
developmentdatabase
golang-dependency-injection
samber
Go语言依赖注入(DI)全面指南。涵盖DI的重要性(可测试性、松耦合、关注点分离、生命周期管理)、手动构造函数注入以及DI库对比(google/wire、uber-go/dig、uber-go/fx、samber/do)。在设计服务架构、设置依赖注入、重构紧耦合代码、管理单例或服务工厂时,或当用户询问控制反转、服务...时使用此技能。
developmentcode-reviewapi
golang-dependency-management
samber
Golang项目的依赖管理策略——go.mod管理、安装/升级包、最小版本选择、漏洞扫描、过时依赖追踪、二进制体积分析、Dependabot/Renovate配置、冲突解决以及go.work工作区。适用于添加、移除或升级Go依赖项、审计漏洞、解决版本冲突或设置自动化依赖更新时使用。
developmentsecuritydevops
golang-design-patterns
samber
惯用的Go设计模式——函数选项、构造函数、错误流与级联、资源管理与生命周期、优雅关闭、弹性、架构、依赖注入、数据处理、流式处理等。适用于在架构模式间明确选择、实现函数选项、设计构造函数API、设置优雅关闭、应用弹性模式,或询问哪种惯用Go模式适合特定问题时。
developmentdesigncode-review
golang-documentation
samber
Golang 项目综合文档指南,涵盖 godoc 注释、README、CONTRIBUTING、CHANGELOG、Go Playground、示例测试、API 文档和 llms.txt。适用于编写或审查文档注释、文档、添加代码示例、搭建文档站点或讨论文档最佳实践。同时适用于库和应用程序/CLI 的触发场景。
developmentdocumentcode-review
golang-error-handling
samber
Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, structured logging with slog, HTTP request logging middleware, and samber/oops for production errors. Built to make logs usable at scale with log aggregation 3rd-party tools. Apply when creating, wrapping, inspecting, or logging errors in Go code. For samber/oops specifics → See `samber/cc-skills-golang@golang-samber-oops`...
developmentcode-review
golang-google-wire
samber
Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→concrete), wire.Struct, wire.Value, wire.InterfaceValue, wire.FieldsOf, cleanup functions, //go:build wireinject injector files, and generated wire_gen.go. Apply when using or adopting google/wire, when the codebase imports `github.com/google/wire`, or when wiring an application graph at compile time via `wire.Build`. For runtime DI with reflection, see...
developmentcode-review
golang-graphql
samber
Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply when the codebase imports `github.com/99designs/gqlgen` or `github.com/graph-gophers/graphql-go`.
developmentapi
golang-grpc
samber
Provides gRPC usage guidelines, protobuf organization, and production-ready patterns for Golang microservices. Use when implementing, reviewing, or debugging gRPC servers/clients, writing proto files, setting up interceptors, handling gRPC errors with status codes, configuring TLS/mTLS, testing with bufconn, or working with streaming RPCs.
developmentapicode-review
golang-how-to
samber
Golang技能编排器——在任何Golang编码、审查、调试或设置任务中始终处于激活状态。它会读取任务上下文,并从samber/cc-skills-golang中加载最相关的技能,通常同时加载多个:编写gRPC服务时加载golang-grpc + golang-testing + golang-error-handling;调试panic时加载golang-troubleshooting + golang-safety;审计安全性时加载golang-security + golang-lint + golang-safety。此外:当两个技能看似重叠时,会消除竞争集群的歧义……
developmentcode-reviewtesting
golang-lint
samber
Golang项目的lint最佳实践与golangci-lint配置——运行linter、配置.golangci.yml、使用nolint指令抑制警告、解读lint输出以及选择linter。适用于配置golangci-lint、询问lint警告或nolint抑制、设置代码质量工具或选择linter时使用。当用户提及golangci-lint、go vet、staticcheck或revive时也可使用。
developmentcode-reviewtesting
golang-linter
samber
golang-linter — 一个可供AI代理安装的技能。
developmentcode-review
golang-modernize
samber
将Golang代码现代化,使用最新的语言特性、标准库改进和惯用模式。在编写或审查Go代码时检测到旧式模式,或遇到弃用警告时主动触发。当用户明确要求现代化、Go版本升级或CI/工具链刷新时也使用。
developmentcode-review
golang-naming
samber
Go(Golang)命名规范——涵盖包、构造函数、结构体、接口、常量、枚举、错误、布尔值、接收器、getter/setter、函数选项、缩写、测试函数及子测试命名。在编写新Go代码、审查或重构代码、选择命名方案(如New与NewTypeName、isConnected与connected、ErrNotFound与NotFoundError、iota为0时StatusReady与StatusUnknown)、讨论Go包命名(utils/helpers反模式)等场景下使用此技能。
developmentcode-review
golang-observability
samber
Golang日常可观测性——生产环境中始终开启的信号。涵盖使用slog的结构化日志、Prometheus指标、OpenTelemetry分布式追踪、基于pprof/Pyroscope的持续性能分析、服务端RUM事件追踪、告警以及Grafana仪表板。适用于为生产监控对Go服务进行埋点、配置指标或告警、添加OpenTelemetry追踪、关联日志与追踪、将遗留日志器(zap/logrus/zerolog)迁移至slog、添加...
developmentdevops
golang-performance
samber
Golang性能优化模式与方法论——若存在X瓶颈,则应用Y方案。涵盖分配减少、CPU效率、内存布局、GC调优、池化、缓存及热路径优化。适用于性能分析或基准测试已识别瓶颈时,需采用正确优化模式进行修复。亦适用于执行性能代码审查时,提出改进建议或可帮助快速识别性能增益的基准测试。不适用于测量方法论(→...
developmentcode-review
golang-popular-libraries
samber
推荐生产可用的Golang库和框架。当用户明确请求库建议、想要比较替代方案、需要为特定任务选择库,或项目中正在添加新依赖时使用。
developmentresearchcode-review
golang-project-layout
samber
提供关于设置Golang项目布局和工作空间的指南。适用于启动新Go项目、组织现有代码库、搭建包含多个包的单仓库、创建含多个主包的CLI工具、在cmd/internal/pkg目录约定间做选择,或讨论包重构、包拆分、模块拆分等场景。
development
golang-safety
samber
Defensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Use when encountering nil panics, append aliasing, map concurrent access, float comparison pitfalls, or zero-value design questions. Also use when reviewing code for nil-safety, numeric conversion overflow, resource lifecycle issues (defer in loops), or defensive copying of slices and maps.
developmentcode-reviewsecurity
golang-samber-do
samber
Dependency injection in Golang using samber/do — service containers, lifecycle management, scopes, health checks, graceful shutdown, and module organization. Apply when using or adopting samber/do, when the codebase imports github.com/samber/do or github.com/samber/do/v2, or when refactoring manual constructor injection into a DI container.
developmentcode-reviewtesting
golang-samber-hot
samber
In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing key caching, and Prometheus metrics. Apply when using or adopting samber/hot, when the codebase imports github.com/samber/hot, or when the project repeatedly loads the same medium-to-low cardinality resources at high frequency and needs to reduce latency or backend pressure.
developmentdatabase
golang-samber-lo
samber
使用 samber/lo 为 Golang 提供函数式编程辅助工具 — 500 多个类型安全的泛型函数,适用于切片、映射、通道、字符串、数学、元组和并发(Map、Filter、Reduce、GroupBy、Chunk、Flatten、Find、Uniq 等)。核心不可变包(lo)、并发变体(lo/parallel 即 lop)、原地修改(lo/mutable 即 lom)、惰性迭代器(lo/it 即 loi,适用于 Go 1.23+)以及实验性 SIMD(lo/exp/simd)。适用于使用或采用 samber/lo 时,当代码库导入...
development
golang-samber-mo
samber
Monadic types for Golang using samber/mo — Option, Result, Either, Future, IO, Task, and State types for type-safe nullable values, error handling, and functional composition with pipeline sub-packages. Apply when using or adopting samber/mo, when the codebase imports `github.com/samber/mo`, or when considering functional programming patterns as a safety design for Golang.
developmentcode-review
golang-samber-oops
samber
在Golang中使用samber/oops进行结构化错误处理——包括错误构建器、堆栈跟踪、错误码、错误上下文、错误包装、错误属性、面向用户与开发者的消息、panic恢复以及日志集成。适用于正在使用或采用samber/oops的场景,或代码库已导入github.com/samber/oops的情况。
development
golang-samber-ro
samber
Reactive streams and event-driven programming in Golang using samber/ro — ReactiveX implementation with 150+ type-safe operators, cold/hot observables, 5 subject types (Publish, Behavior, Replay, Async, Unicast), declarative pipelines via Pipe, 40+ plugins (HTTP, cron, fsnotify, JSON, logging), automatic backpressure, error propagation, and Go context integration. Apply when using or adopting samber/ro, when the codebase imports github.com/samber/ro, or when building asynchronous...
developmentapidata-analysis
golang-samber-slog
samber
使用samber/slog-****包为Golang提供结构化日志扩展——多处理器管道(slog-multi)、日志采样(slog-sampling)、属性格式化(slog-formatter)、HTTP中间件(slog-fiber、slog-gin、slog-chi、slog-echo)以及后端路由(slog-datadog、slog-sentry、slog-loki、slog-syslog、slog-logstash、slog-graylog...)。适用于正在使用或采用slog时,或代码库已导入任何github.com/samber/slog-*包的情况。
developmentapi
golang-security
samber
Golang的安全最佳实践与漏洞防护,涵盖注入(SQL、命令、XSS)、密码学、文件系统安全、网络安全、Cookie、密钥管理、内存安全及日志记录。适用于编写、审查或审计Go代码的安全性,或处理涉及加密、I/O、密钥管理、用户输入处理或身份验证的高风险代码。包含安全工具的配置。
securitycode-reviewdevelopment
golang-spf13-cobra
samber
Golang CLI command tree library using spf13/cobra — cobra.Command, RunE vs Run, PersistentPreRunE hook chain, Args validators (NoArgs, ExactArgs, MatchAll, custom), persistent vs local flags, command groups, ValidArgsFunction, RegisterFlagCompletionFunc, ShellCompDirective, usage/help template customization, man-page and markdown doc generation, and testing with SetArgs/SetOut/SetErr. Apply when using or adopting spf13/cobra, or when the codebase imports `github.com/spf13/cobra`. For...
development
golang-spf13-viper
samber
Golang configuration library using spf13/viper — layered precedence (flag > env > file > KV > default), BindPFlag/BindPFlags, SetEnvPrefix + SetEnvKeyReplacer + AutomaticEnv, ReadInConfig + ConfigFileNotFoundError, Unmarshal + mapstructure struct tags, Sub for sub-trees, WatchConfig + OnConfigChange for hot reload, viper.New() for test isolation, and remote KV integration. Apply when using or adopting spf13/viper, or when the codebase imports `github.com/spf13/viper`. For CLI command...
developmentapicode-review
golang-stay-updated
samber
Provides resources to stay updated with Golang news, communities and people to follow. Use when seeking Go learning resources, discovering new libraries, finding community channels, or keeping up with Go language changes and releases.
developmentresearch
golang-stretchr-testify
samber
全面指南,涵盖stretchr/testify在Golang测试中的使用,深入介绍assert、require、mock和suite包。适用于使用testify编写测试、创建mock、设置测试套件或选择assert与require时。涵盖testify断言、mock期望、参数匹配器、调用验证、套件生命周期以及Eventually、JSONEq和自定义匹配器等高级模式。当代码库导入github.com/stretchr/testify时适用。
developmenttestingcode-review
golang-structs-interfaces
samber
Golang 结构体与接口设计模式 — 组合、嵌入、类型断言、类型开关、接口隔离、通过接口实现依赖注入、结构体字段标签、指针接收者与值接收者。在设计 Go 类型、定义或实现接口、嵌入结构体或接口、编写类型断言或类型开关、为 JSON/YAML/数据库序列化添加结构体字段标签、或选择指针接收者与值接收者时使用此技能。当用户...
developmentcode-review
golang-swagger
samber
使用 swaggo/swag 的 Golang OpenAPI/Swagger 文档——注解注释(@Summary、@Param、@Success、@Router、@Security)、swag init 代码生成、框架集成(gin、echo、fiber、chi、net/http)、安全定义(Bearer/JWT、OAuth2、API 密钥)以及结构体标签(swaggertype、enums、example、swaggerignore)。适用于在 Go 项目中添加或维护 Swagger/OpenAPI 文档,或当代码库导入 github.com/swaggo/swag、github.com/swaggo/gin-swagger 等时。
developmentapi
golang-testing
samber
Production-ready Golang tests — table-driven tests, testify suites and mocks, parallel tests, fuzzing, fixtures, goroutine leak detection with goleak, snapshot testing, code coverage, integration tests, idiomatic test naming. Use when writing or reviewing Go tests, choosing a testing approach, setting up Go test CI, or debugging flaky/slow tests. For testify-specific APIs see `samber/cc-skills-golang@golang-stretchr-testify`; for measurement methodology see...
developmenttestingcode-review
golang-troubleshooting
samber
Troubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, or unexpected behavior in Go code. Covers debugging methodology, common Go pitfalls, test-driven debugging, pprof setup and capture, Delve debugger, race detection, GODEBUG tracing, and production debugging. Start here for any 'something is wrong' situation. Not for interpreting profiles or benchmarking (→ See `samber/cc-skills-golang@golang-benchmark` skill) or applying...
developmenttesting
golang-uber-dig
samber
Implements dependency injection in Golang using uber-go/dig — reflection-based container, Provide/Invoke, dig.In/dig.Out parameter and result objects, named values, value groups, optional dependencies, scopes, and Decorate. Apply when using or adopting uber-go/dig, when the codebase imports `go.uber.org/dig`, or when wiring an application graph at startup. For higher-level lifecycle and modules, see `samber/cc-skills-golang@golang-uber-fx` skill.
developmentapi
golang-uber-fx
samber
Golang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks, fx.Annotate (name/group/As), fx.Decorate, fx.Supply, fx.Replace, fx.WithLogger, and signal-aware Run(). Apply when using or adopting uber-go/fx, when the codebase imports `go.uber.org/fx`, or when wiring services with fx.New. For raw DI without lifecycle, see `samber/cc-skills-golang@golang-uber-dig` skill.
developmentapi
humaniseur-fr
samber
Remove AI-writing patterns from French text and inject voice, personality, and soul. Use when editing, reviewing, rewriting, or cleaning up French content that reads like ChatGPT/Claude output. Humanize, humanise, déslopifier. Detects and fixes 27 patterns: AI vocabulary overuse (crucial, essentiel, notamment, par ailleurs, dans le paysage), anglicisms from English-first models (faire du sens, adresser un problème), copula avoidance, formulaic openings (À l'ère de, Dans le paysage actuel),...
creativecommunication
influence-and-negotiation
samber
适用于任何需要他人同意的互动的影响力与谈判工具包,即使未明确称为“谈判”。涵盖:B2B销售、薪资评估、集体谈判/工会、严肃一对一谈话、决策宣布、调解、跨文化交易、招聘、联系经理、CFO、客户、供应商或同事、回应反馈、人员编制请求、拒绝、对范围提出异议、为延迟辩护、解释决策、提出关切、争取……
communicationresearchproductivity
linkedin-ghostwriter
samber
linkedin-ghostwriter — an installable skill for AI agents.
marketingcommunicationcreative
linkedin-ghostwriting
samber
B2B LinkedIn代笔写作 — 策略性访谈、钩子设计及正文撰写。适用于用户希望撰写LinkedIn内容、创作代笔帖子、为创始人或高管代笔、制定B2B社交策略,或需要LinkedIn的钩子、帖子结构或文案框架时。当用户分享故事、成果或见解并希望将其转化为帖子时使用。
marketingcommunicationcreative
press-release-writer
samber
为任何场合、媒体类型和国家撰写专业新闻稿。当用户想要撰写、起草或改进新闻稿、公报、媒体公告、新闻发布或公关声明时使用——包括产品发布、融资轮次、合作伙伴关系、危机沟通、财报、高管任命、活动、并购、开源里程碑和媒体咨询。涵盖所有发布类型、媒体目标(印刷、数字/通讯社、广播、社交/SMPR、行业媒体)以及……
marketingcommunicationcreative
promql-cli
samber
用于查询Prometheus及PromQL兼容引擎(Thanos、Cortex、VictoriaMetrics、Grafana Mimir、Grafana Tempo等)的命令行工具——支持即时查询、范围查询、指标发现(metrics/labels/meta子命令),输出格式包括表格/CSV/JSON/图表。适用于执行PromQL查询、排查可观测性软件的性能问题、调查延迟/错误率/饱和度,或分析时间序列数据。
developmentdevopsdata-analysis
site-launch-checklist
samber
新网站上线前的预发布检查清单。协调分析工具配置(GA4、PostHog、Google Search Console、Ahrefs)、法律合规性、安全标头与审计、SEO与GEO(含经Google Trends验证的关键词研究,涉及robots.txt、站点地图、llms.txt、AI政策、结构化标记、hreflang)、通过TONE.md及匹配语言的人工润色确保文案一致性、OpenGraph与社交预览、完整favicon集及清单文件、质量关卡(Lighthouse、Core Web...)
developmentresearch
skill-progressive-disclosure-design
samber
Decide how to split skill content between SKILL.md and reference files for context efficiency and reliable triggering. Use this whenever creating a new Claude skill, refactoring an existing one, or when a SKILL.md is growing past 300-400 lines. Also trigger when the user mentions "progressive disclosure", "reference files", "splitting skills", "skill bundling", "context window for skills", "SKILL.md too long", "what goes in references/", "skill structure", or expresses any uncertainty about...
designdocumentdevelopment
snyk-agent-scan-compliance
samber
snyk-agent-scan的合规专家——针对代理技能文件扫描器,而非其他Snyk CLI工具(snyk test、snyk code SAST、snyk iac、snyk container)。通过内容重构修复警报,绝不抑制或删除信息。覆盖技能目录中的所有文件:SKILL.md、references/、assets/以及任何辅助markdown文件。适用于编写新技能、编辑现有技能、在本地或CI中排查失败的snyk-agent-scan运行,或解除被代理阻止的PR...
developmentsecuritycode-review
substack-ghostwriting
samber
撰写、优化并发展Substack内容——包括新闻通讯(邮件优先)和网页文章(网页优先的文章/随笔)。涵盖代笔写作中的风格匹配、Substack算法优化、Notes策略、邮件排版、SEO、增长策略及变现规划。当用户提及Substack、新闻通讯、撰写新闻通讯、Substack帖子、Substack文章、Substack网页文章、常青内容、Substack SEO、新闻通讯增长、Notes策略、代笔写作……时使用。
creativemarketing
technical-article-writer
samber
Write compelling technical articles and blog posts for developer audiences. Use this skill whenever the user asks to write a blog post, technical article, or any long-form technical content. Also trigger when the user says 'write about [technical topic]', 'help me draft an article', 'turn this into a blog post', 'write a post about', 'I want to publish something about', or mentions writing for a developer audience. Covers the full pipeline: idea sharpening, hook/title generation, article...
developmentcreativeresearch
training-report
samber
生成专业的培训/工作坊报告,输出为.docx文件。当用户提及“培训报告”、“工作坊报告”、“compte rendu”、“compte rendu de formation”、“formation report”、“debriefing a workshop”、“write up a training session”、“résumé de formation”,或任何要求记录包含个人参与者反馈和建议的培训课程、工作坊或入职活动时,使用此技能。当用户说“我刚主持了一个工作坊,然后...”等类似内容时,也会触发。
documentproductivitycommunication