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Claude Skills by pjt222
github.com/pjt2223,966 skills10 installs4,506 views
- Construct Geometric Figure使用尺规作图法构造几何图形：分析目标图形的几何约束， 选择基本作图操作序列，执行每一步并标注所有点、线、圆弧， 最后通过测量和推理验证构造的正确性。Votes: 0GitHub stars: 31
- Consult Natural HistoryReference Hildegard von Bingen's Physica natural history knowledge. Covers classification of plants, stones, animals, fish, birds, elements, and trees with their medicinal, symbolic, and practical properties. Enables cross- referencing between categories and application guidance. Use when exploring a specific plant, stone, or animal from Hildegard's perspective, researching medieval natural history and cosmology, cross-referencing properties across categories, or integrating Physica knowledge...Votes: 0GitHub stars: 31
- Containerize Mcp Server使用 Docker 容器化基于 R 的 MCP（Model Context Protocol）服务器。 涵盖 mcptools 集成、端口暴露、stdio 与 HTTP 传输方式，以及将 Claude Code 连接到容器化服务器。适用于无需本地 R 安装即可部署 R MCP 服务器、创建可重现的 MCP 服务器环境、将 MCP 服务器与其他 容器化服务一起运行，或向其他开发者分发 MCP 服务器。Votes: 0GitHub stars: 31
- Coordinate Peer SessionsCoordinate safely with a peer interactive session sharing the same git worktree — check first whether a separate worktree removes the problem, then declare path and branch scope before the first edit, survive a contended index lock, and review the whole branch before opening a PR. Activate when starting work in a repository that may already be occupied, when a git command fails with `index.lock: File exists`, when `guard:snapshot` refuses because a snapshot already exists, or when a commit tu...Votes: 0GitHub stars: 31
- Coordinate ReasoningAI 内部协调，使用趋化信号——管理上下文和记忆中的信息新鲜度、假设过时的衰减率， 以及从简单的局部协议中产生的涌现一致行为。适用于多个子任务需要协调的复杂任务中、 上下文变长且信息新鲜度不确定时、上下文压缩后信息可能已丢失时，或子任务输出需要 在不降质的情况下清晰地衔接时。Votes: 0GitHub stars: 31
- Coordinate SwarmApply collective intelligence coordination patterns — stigmergy, local rules, and quorum sensing — to organize distributed systems, teams, or workflows without centralized control. Covers signal design, agent autonomy boundaries, emergent behavior cultivation, and feedback loop tuning. Use when designing distributed systems without a coordination bottleneck, organizing teams that must self-coordinate, building event-driven architectures with shared state communication, or replacing fragile ce...Votes: 0GitHub stars: 31
- Correlate Observability SignalsUnify metrics, logs, and traces for cohesive debugging. Implement exemplars for log-to-trace linking, build unified dashboards using RED/USE methods, and enable rapid root cause analysis across observability signals. Use when investigating complex incidents spanning multiple systems, reducing mean time to resolution, implementing distributed tracing, or moving from siloed tools to a unified observability platform.Votes: 0GitHub stars: 31
- Create 2d CompositionCompose 2D graphics programmatically using SVG generation, diagram layout algorithms, image compositing, and batch processing workflows. Use when generating diagrams, flowcharts, or infographics programmatically, creating reproducible scientific figures, automating production of badges or visual assets, building custom chart types not in standard libraries, or batch generating graphics with parameter variations.Votes: 0GitHub stars: 31
- Create 3d SceneSet up a Blender scene programmatically via Python (bpy) with objects, materials, lighting, camera, and environment configuration. Use when creating reproducible 3D visualization scenes, automating product or architectural rendering setup, generating multiple scene variations programmatically, building template scenes for batch rendering workflows, or integrating 3D visualization into data pipelines.Votes: 0GitHub stars: 31
- Create Agent按照 agent-almanac 智能体模板和注册表规范创建新的智能体定义文件。涵盖角色 设计、工具选择、技能分配、模型选择、前置元数据模式、必需章节、注册表集成 和发现符号链接验证。适用于向库中添加新的专业智能体、为 Claude Code 子智能体 定义角色，或创建具有精选技能和工具的领域专属助手。Votes: 0GitHub stars: 31
- Create Dockerfile为 Node.js、Python、Go、Rust 和 Java 项目创建通用 Dockerfile。涵盖基础 镜像选择、依赖安装、用户权限、COPY 模式、ENTRYPOINT 与 CMD 的区别以及 .dockerignore。适用于首次容器化应用程序、创建一致的构建/运行环境、为云部署 或 Docker Compose 准备应用，或项目中尚无 Dockerfile 时。Votes: 0GitHub stars: 31
- Create Github Issues从审查发现或任务拆解中结构化创建 GitHub Issue。将相关发现分组为逻辑性 Issue， 应用标签，并生成包含标准模板（摘要、发现和验收标准）的 Issue。 专为使用 review-codebase 或类似审查技能的输出而设计。Votes: 0GitHub stars: 31
- Create Github Release创建带有适当标签、发布说明和可选构建产物的 GitHub 发布版本。涵盖语义化版本控制、 变更日志生成以及 GitHub CLI 的使用。适用于为分发标记稳定版本、发布新的库或 应用程序版本、为利益相关者创建发布说明，或分发构建产物（二进制文件、压缩包）。Votes: 0GitHub stars: 31
- Create Glyph创建基于R的象形符号（glyph），用于可视化层中的技能、代理或团队图标。涵盖概念 草图设计、使用基元库进行ggplot2图层组合、配色策略、在相应的符号映射文件和清单 中注册、通过构建流水线渲染，以及对霓虹发光输出的视觉验证。适用于新增实体需要 力导向图可视化图标、现有符号需要替换、或批量创建新领域符号的场景。Votes: 0GitHub stars: 31
- Create Multistage Dockerfile创建多阶段 Dockerfile，将构建环境和运行时环境分离以生成最小的生产镜像。 涵盖 builder/runtime 阶段分离、产物复制、scratch/distroless/alpine 目标以及大小对比。适用于生产镜像过大、构建工具包含在最终镜像中、需要从 一个 Dockerfile 生成不同的开发和生产镜像，或部署到受限环境（边缘设备、 Serverless）时。Votes: 0GitHub stars: 31
- Create Pull Request使用 GitHub CLI 创建和管理拉取请求。涵盖分支准备、编写 PR 标题和描述、 创建 PR、处理评审反馈，以及合并/清理工作流。适用于从功能或修复分支提交 变更以供评审、将已完成的工作合并到主分支、请求协作者进行代码评审，或 记录一组变更的目的和范围。Votes: 0GitHub stars: 31
- Create Quarto Report创建用于可复现报告、演示文稿或网站的 Quarto 文档。涵盖 YAML 配置、 代码块选项、输出格式、交叉引用和渲染。适用于创建可复现的分析报告、 构建嵌入代码的演示文稿、从代码生成 HTML、PDF 或 Word 文档，或将现有 R Markdown 文档迁移到 Quarto。Votes: 0GitHub stars: 31
- Create R Dockerfile为 R 项目创建基于 rocker 基础镜像的 Dockerfile。涵盖系统依赖安装、 R 包安装、renv 集成以及优化的层排序以实现快速重建。适用于容器化 R 应用程序或分析、创建可重现的 R 环境、部署基于 R 的服务（Shiny、 Plumber、MCP 服务器），或在多台机器间建立一致的开发环境。Votes: 0GitHub stars: 31
- Create R Package搭建完整的 R 包结构，包括 DESCRIPTION、NAMESPACE、testthat、roxygen2、 renv、Git、GitHub Actions CI 以及开发配置文件（.Rprofile、.Renviron.example、 CLAUDE.md）。遵循 usethis 约定和 tidyverse 风格。适用于从零开始创建新的 R 包、将零散的 R 脚本整理为结构化包，或为协作开发搭建包骨架。Votes: 0GitHub stars: 31
- Create Skill按照 Agent Skills 开放标准（agentskills.io）创建新的 SKILL.md 文件。 涵盖前置元数据模式、章节结构、编写包含预期/失败处理对的有效步骤、 验证清单、交叉引用和注册表集成。适用于为智能体固化可重复流程、 向技能库添加新能力、将指南或操作手册转换为智能体可消费格式， 或在项目和团队间标准化工作流。Votes: 0GitHub stars: 31
- Create Spatial VisualizationCreate interactive maps, elevation profiles, and spatial visualizations from GPX tracks, waypoints, or route data using R (sf, leaflet, tmap) or Observable (D3, deck.gl). Covers data import, coordinate system handling, map styling, and export to HTML or image formats. Use when visualizing a planned or completed tour route on an interactive map, creating elevation profiles for hiking or cycling routes, overlaying waypoints and POIs on a basemap, or building a web-based trip dashboard.Votes: 0GitHub stars: 31
- Create Team按照 agent-almanac 团队模板和注册表规范创建新的团队组合文件。涵盖团队目的 定义、成员选择、协调模式选择、任务分解设计、机器可读配置块、注册表集成 和 README 自动化。适用于定义多智能体工作流、为复杂审查流程组合智能体， 或为反复出现的协作任务创建协调团队。Votes: 0GitHub stars: 31
- Create Work Breakdown Structure根据项目章程可交付成果创建工作分解结构（WBS）和 WBS 字典。 涵盖层次化分解、WBS 编码、工作量估算、依赖关系识别和关键路径候选项。 适合在项目章程批准后使用，用于规划具有明确可交付成果的传统或瀑布式项目， 将大型计划分解为可管理的工作包，或为工作量估算和资源规划建立基础。Votes: 0GitHub stars: 31
- Create WorkflowAuthor a new agent-almanac workflow — a self-contained `.mjs` orchestration script run by Claude Code's Workflow tool. Covers choosing a workflow over a team, copying the template, the triple-name discovery contract, the pure-literal meta and sidecar frontmatter, building the body with the injected primitives, the advisory/implementing capability contract, the adversarial-verification fail-safes, validation, and manual installation. Use when you have a repeatable, parameterized procedure that...Votes: 0GitHub stars: 31
- Cross Review Project通过 cross-review-mcp 中介在两个 Claude Code 实例之间进行结构化的 跨项目代码审查。每个代理读取自己的代码库、审查同伴的代码，并以证据 支持的对话进行交流 —— 由 QSG 缩放定律通过最小带宽约束和阶段门控 推进强制审查质量。Votes: 0GitHub stars: 31
- Cultivate BonsaiCultivate bonsai trees from species selection through long-term seasonal care. Covers species suitability, structural and maintenance pruning, wiring technique, repotting protocol, soil mix preparation, seasonal care schedules, and contemplative sitting practice. Use when selecting a species for a first or next bonsai, performing structural or maintenance pruning, repotting when roots are circling or growth has stalled, wiring branches for shaping, developing a seasonal care calendar, or buil...Votes: 0GitHub stars: 31
- Curate CollectionBuild and maintain a library collection through acquisitions, weeding (deaccessioning), collection assessment, reader advisory, and interlibrary loan coordination. Covers selection criteria, collection development policies, the CREW/MUSTIE method for weeding, usage analysis, and responsive collection management. Use when building a new collection with a defined scope and budget, assessing an existing collection for gaps or outdated materials, when shelves are overcrowded and systematic weedin...Votes: 0GitHub stars: 31
- Cut GemstoneCut gemstones using cabochon and faceting techniques. Covers rough assessment, orientation for optimal color and yield, dopping, cutting angles, and crown/pavilion geometry for standard brilliant cuts. Use when you have rough gemstone material to cut into a cabochon or faceted stone, planning cutting orientation for optimal colour or optical phenomena, setting up a cabbing or faceting machine, or selecting the appropriate cutting approach for a given material.Votes: 0GitHub stars: 31
- Decode Minified Js GatesClassify gate call variants in a minified JavaScript bundle. Covers context-window extraction around a flag occurrence, identification of 4–6 reader variants (sync boolean, sync config-object, bootstrap-aware TTL, truthy-only, async bootstrap, async bridge), default-value extraction (boolean / null / numeric / config-object literal), conjunction detection across `&&` predicates, kill-switch inversion detection, and production of a gate-mechanics record that feeds probe- feature-flag-state. Us...Votes: 0GitHub stars: 31
- Decommission Validated System对已验证计算机化系统进行寿命终止退役。涵盖按法规分类的数据保留 评估、数据迁移验证（映射、转换、核对）、归档策略、访问权限撤销、 文档归档和利益相关方通知。适用于已验证系统被替换、无替代系统地 到达寿命终止、供应商停止支持、多个系统整合，或法规变更导致系统 过时时使用。Votes: 0GitHub stars: 31
- Defend ColonyImplement layered collective defense using alarm signaling, role mobilization, and proportional response. Covers threat detection, alert propagation, immune response patterns, escalation tiers, and post-incident recovery for distributed systems and organizations. Use when designing defense-in-depth where no single guardian covers all threats, building incident response that scales with severity, or when current defense is over-reactive to every alert or under-reactive to genuine threats.Votes: 0GitHub stars: 31
- Define Slo Sli Sla建立服务级别目标（SLO）、服务级别指标（SLI）和服务级别协议（SLA）， 通过错误预算追踪、燃烧率告警及使用 Prometheus 和 Sloth 或 Pyrra 等工具的自动化报告。 适用于为面向客户的服务定义可靠性目标、通过错误预算平衡功能迭代速度与系统可靠性、 将任意正常运行时间目标迁移到数据驱动的指标，或实施站点可靠性工程实践。Votes: 0GitHub stars: 31
- Deploy Edge Ai Model使用 Google AI Edge Gallery、TensorFlow Lite、ONNX Runtime 和 MediaPipe 将机器学习模型部署到边缘设备。涵盖模型量化（INT8/INT4）、使用 Gemma 4 模型的设备端推理、通过 AI Edge Gallery 进行 Android/iOS 部署、硬件代理 选择（GPU/NPU/DSP），以及在受限设备上的性能基准测试。在因延迟、成本或 连接性约束使云推理不切实际时，将模型部署到手机、IoT 设备或嵌入式系统时使用。Votes: 0GitHub stars: 31
- Deploy Ml Model ServingDeploy machine learning models to production serving infrastructure using MLflow, BentoML, or Seldon Core with REST/gRPC endpoints, implement autoscaling, monitoring, and A/B testing capabilities for high-performance model inference at scale. Use when deploying trained models for real-time inference, setting up REST or gRPC prediction APIs, implementing autoscaling for variable load, running A/B tests between model versions, or migrating from batch to real-time inference.Votes: 0GitHub stars: 31
- Deploy Searxng通过 Docker Compose 部署自托管的 SearXNG 元搜索引擎。涵盖 settings.yml 配置、 搜索引擎选择、结果代理、Nginx 前端、持久化和更新。适用于搭建无追踪的私有搜索引擎、 聚合多个搜索提供者的结果、为团队或组织运行共享搜索实例，或替代对单一搜索提供者的依赖。Votes: 0GitHub stars: 31
- Deploy Shiny App将 Shiny 应用程序部署到 shinyapps.io、Posit Connect 或 Docker 容器。涵盖 rsconnect 配置、清单生成、Dockerfile 创建及部署验证。适用于为外部或内部 用户发布 Shiny 应用、从本地开发迁移到托管环境、为 Kubernetes 或 Docker 部署容器化 Shiny 应用，或设置自动化部署流水线。Votes: 0GitHub stars: 31
- Deploy Shinyproxy部署 ShinyProxy 以托管多个容器化 Shiny 应用程序。涵盖 ShinyProxy Docker 部署、application.yml 配置、Shiny 应用 Docker 镜像、认证、容器后端、 使用追踪和扩展。适用于在单一入口点后托管多个 Shiny 应用、需要按应用认证 和访问控制、将 Shiny 应用作为隔离 Docker 容器部署，或以使用分析和审计日志 扩展超出单应用部署范围。Votes: 0GitHub stars: 31
- Deploy To Kubernetes使用 kubectl 清单部署应用至 Kubernetes 集群，管理 Deployment、Service、 ConfigMap、Secret 和 Ingress 资源。实现健康检查、资源限制、滚动更新 和 Helm Chart 打包以用于生产部署。适用于向 EKS、GKE、AKS 或自托管集群 部署新应用、从 Docker Compose 迁移至容器编排、实现零停机滚动更新， 或跨开发、暂存和生产环境设置多环境部署。Votes: 0GitHub stars: 31
- Deploy To Vercel将 Next.js 应用程序部署到 Vercel。涵盖项目关联、环境变量、预览部署、 自定义域名及生产部署配置。适用于首次部署 Next.js 应用、为 Pull Request 设置预览部署、配置自定义域名，或管理 Vercel 生产环境变量。Votes: 0GitHub stars: 31
- Derive Theoretical ResultDerive a theoretical result step-by-step from first principles or established theorems, with every step explicitly justified and special cases checked. Use when deriving a formula or theorem from first principles, proving a mathematical statement by logical deduction, re-deriving a textbook result for verification or adaptation, extending a known result to a more general setting, or producing a self-contained derivation for a paper or thesis.Votes: 0GitHub stars: 31
- Design A2a Agent CardDesign an A2A Agent Card (.well-known/agent.json) manifest describing agent capabilities, skills, authentication requirements, and supported content types. Use when building an agent that must be discoverable by other A2A-compliant agents, exposing capabilities for multi-agent orchestration, migrating an existing agent to the A2A protocol, defining the public contract for an agent before implementation, or integrating with agent registries that consume Agent Cards.Votes: 0GitHub stars: 31
- Design Acoustic LevitationDesign an acoustic levitation system that uses standing waves to trap and suspend small objects at pressure nodes. Covers ultrasonic transducer selection, standing wave formation between a transducer and reflector, node spacing and trapping position calculation, acoustic radiation pressure analysis, and phased array configurations for multi-axis manipulation. Use when designing contactless sample handling for chemistry, biology, materials science, or demonstration purposes.Votes: 0GitHub stars: 31
- Design Cli Output使用 chalk 颜色、Unicode 图形符号、多个详细级别（human、verbose、quiet、JSON） 和一致的语调规则为 CLI 工具设计终端输出。涵盖配色板选择、状态指示器设计、 reporter 函数架构、ceremony/叙事输出变体，以及跨终端兼容性。当构建新的 CLI reporter 模块、向现有工具添加温暖叙事输出、跨多个命令标准化输出， 或设计与人类可读文本并行的机器可读 JSON 时使用。Votes: 0GitHub stars: 31
- Design Compliance Architecture设计将适用法规映射到计算机化系统的合规架构。涵盖系统清单、 关键性分类（GxP 关键、GxP 支持、非 GxP）、GAMP 5 类别分配、 法规要求追溯性及治理结构定义。适用于建立新的受监管设施、 跨多个系统正式规范合规性、解决法规差距分析、在并购或重组后 协调合规性，或准备引用计算机化系统的场所主文件时使用。Votes: 0GitHub stars: 31
- Design Electromagnetic DeviceDesign practical electromagnetic devices including electromagnets, DC and brushless motors, generators, and transformers by bridging theory to application. Use when sizing a solenoid or toroidal electromagnet for a target field or force, selecting motor topology and computing torque and efficiency, designing a transformer for a given voltage ratio and power rating, or analyzing losses from copper resistance, core hysteresis, and eddy currents.Votes: 0GitHub stars: 31
- Design Logic CircuitDesign combinational logic circuits from a functional specification through gate-level implementation. Covers AND, OR, NOT, XOR, NAND, NOR gates; NAND/NOR universality conversions; and standard building blocks including multiplexers, decoders, half/full adders, and ripple-carry adders. Use when translating a Boolean function or truth table into a hardware-realizable gate network and verifying it by exhaustive simulation.Votes: 0GitHub stars: 31
- Design On Call Rotation设计可持续的值班轮换制度，包含均衡的排班、清晰的升级策略、疲劳管理和交接流程。 在保持事故响应覆盖的同时最小化倦怠。适用于首次建立值班制度、将团队从 2-3 人扩展到 5+ 人、 解决值班倦怠或告警疲劳问题、改善事故响应时间，或在后复盘发现交接问题之后。Votes: 0GitHub stars: 31
- Design Serialization Schema使用 JSON Schema、Protocol Buffer 定义或 Apache Avro 设计序列化模式。涵盖模式 版本管理、向后兼容性、验证规则和长期数据格式的演进策略。适用于定义新的 API 合约 或数据交换格式、在不破坏消费者的情况下向现有模式添加字段、在模式版本之间迁移、 在模式系统之间选择，以及记录自动化执行的数据验证规则。Votes: 0GitHub stars: 31
- Design Shiny Ui使用 bslib 进行主题设计、layout_columns 实现响应式网格、值框、卡片及 自定义 CSS/SCSS 设计 Shiny 应用 UI。涵盖页面布局、可访问性和品牌一致性。 适用于从零构建新 Shiny 应用 UI、将现有应用从 fluidPage 升级到 bslib、 应用品牌主题、使 Shiny 应用在不同屏幕尺寸上响应式显示，或改善 Shiny 应用的可访问性。Votes: 0GitHub stars: 31
- Design Training Program设计涵盖按角色培训需求分析、课程设计（法规意识、系统专项、数据 完整性）、能力评估标准、培训记录保留及 SOP 修订和事故再培训触发点 的 GxP 培训项目。适用于新的已验证系统在上线前需要用户培训、审计 发现引用培训不足、组织变更引入新角色、项目定期审核到期，或检查 准备需要证明培训充分性时使用。Votes: 0GitHub stars: 31