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Claude Skills by pjt222
github.com/pjt2223,966 skills10 installs4,506 views
- Identify InsectIdentify insects using body plan analysis, dichotomous keys to order, wing venation, mouthpart type, antennae form, leg and tarsal structure, and confidence levels. Covers the fundamental hexapod body plan verification, a simplified dichotomous key to major orders, wing venation and type analysis, mouthpart classification, antennae morphology, leg specialization and tarsal formula, and a structured confidence assessment framework. Use when you need to identify an unknown insect beyond prelimi...Votes: 0GitHub stars: 31
- Implement A2a ServerImplement a JSON-RPC 2.0 A2A server with full task lifecycle management (submitted/working/completed/failed/canceled/input-required), SSE streaming, and push notifications. Use when implementing an agent that participates in multi-agent A2A workflows, building a backend for an Agent Card, adding A2A protocol support to an existing agent or service, or deploying an agent that must interoperate with other A2A-compliant agents.Votes: 0GitHub stars: 31
- Implement Audit Trail为受监管环境中的 R 项目实施审计追踪功能。涵盖日志记录、来源追踪、 电子签名、数据完整性检查和 21 CFR Part 11 合规性。适用于 R 分析 需要电子记录合规（21 CFR Part 11）、需要追踪分析中的操作人员和时间、 实施数据来源追踪，或为法规申报创建防篡改分析日志时使用。Votes: 0GitHub stars: 31
- Implement Diffusion NetworkImplement a generative diffusion model (DDPM or score-based) with noise scheduling, U-Net architecture, training loop, and sampling procedures including DDIM acceleration. Use when building a generative model for image, audio, or molecular synthesis; implementing DDPM from a research paper; adding a custom noise schedule or conditioning mechanism; replacing a GAN-based generator with a diffusion alternative; or prototyping before scaling with production frameworks like diffusers.Votes: 0GitHub stars: 31
- Implement Electronic Signatures实施符合 21 CFR Part 11 C 子部分及 EU Annex 11 的电子签名。涵盖 签名表现形式（签名人、日期/时间、含义）、签名与记录绑定、生物特征 与非生物特征控制措施、政策创建和用户认证要求。适用于计算机化系统 需要对 GxP 记录进行具有法律约束力的电子签名、在受监管工作流程中 替换手写签名、实施批次放行或文件审批工作流程，或法规差距分析揭示 缺少签名控制措施时使用。Votes: 0GitHub stars: 31
- Implement Gitops Workflow使用 Argo CD 或 Flux 实现 GitOps 持续交付，支持 app-of-apps 模式、 自动同步策略、漂移检测和多环境晋级。从 Git 以声明式方式管理 Kubernetes 部署，并实现自动调和。适用于实现声明式基础设施管理、 将命令式 kubectl 命令迁移为 Git 驱动的部署、设置多环境晋级工作流、 对生产部署强制执行代码审查门控，或满足审计与合规要求。Votes: 0GitHub stars: 31
- Implement Pharma Serialisation实施符合 EU FMD、US DSCSA 及其他全球法规的药品序列化和追溯系统。 涵盖唯一标识符生成、聚合层级、EPCIS 数据交换和验证终端集成。 适用于新产品上市序列化实施、与 EMVS/NMVS 集成、设计 DSCSA 合规 交易交换、构建 EPCIS 事件库，或将序列化扩展到其他市场 （中国、巴西、俄罗斯）时使用。Votes: 0GitHub stars: 31
- Install Almanac Content使用 CLI 将 agent-almanac 中的技能、代理和团队安装到任何受支持的代理 框架中。涵盖框架检测、内容搜索、带依赖解析的安装、健康审计和基于 manifest 的同步。在设置带代理能力的新项目、安装特定技能或整个领域、 同时针对多个框架，或维护已安装内容的声明性 manifest 时使用。Votes: 0GitHub stars: 31
- Install Putior安装并配置 putior R 包用于工作流可视化。涵盖 CRAN 和 GitHub 安装、可选依赖项 （mcptools、ellmer、shiny、shinyAce、logger、plumber2）及完整注释到图表流水线 的验证。适用于首次安装 putior、为工作流可视化任务准备机器、当下游技能需要 putior 已安装时，或在 R 版本升级或 renv 清空后恢复环境。Votes: 0GitHub stars: 31
- Instrument Distributed Tracing使用 OpenTelemetry 为应用程序插桩分布式追踪，包括自动和手动插桩、 上下文传播、采样策略及与 Jaeger 或 Tempo 的集成。适用于调试分布式系统中的延迟问题、 理解跨微服务的请求流、将追踪与日志和指标关联进行根因分析、 测量端到端延迟，或将遗留追踪系统迁移到 OpenTelemetry。Votes: 0GitHub stars: 31
- Integrate Gestalt从 expand-awareness 产出的全景感知形成连贯的格式塔 —— 大于部分之和的整体。 映射领域间的张力和共鸣、从多视角的背景中识别涌现的图形、测试候选整体 以避免过早闭合，并以无单一领域能产出的单句表达洞见。在 expand-awareness 浮现原始多领域感知后、express-insight 传达结果前使用。Votes: 0GitHub stars: 31
- Interpret Chromatogram解读色谱图（HPLC 或 GC），包括系统适应性检验、峰鉴别与定量、色谱 参数计算，以及峰质量评估。用于质量控制报告、方法适用性评估或 疑难谱图诊断。Votes: 0GitHub stars: 31
- Interpret Ir Spectrum解读红外吸收光谱，通过识别诊断区（4000–1500 cm-1）的官能团特征峰和 指纹区（1500–400 cm-1）的吸收模式，确定化合物的官能团组成。用于 鉴定未知化合物、验证合成产物或检测杂质。Votes: 0GitHub stars: 31
- Interpret Mass Spectrum解读质谱数据，包括确定分子离子峰、分析同位素模式、归因碎片 丢失，以及从 EI、ESI 或 APCI 谱中推断分子式。用于确认化合物身份、 鉴定未知分解产物或验证合成产物。Votes: 0GitHub stars: 31
- Interpret Nmr Spectrum解读一维和二维核磁共振谱（1H、13C、DEPT、COSY、HSQC、HMBC），以推断 有机分子的结构。用于鉴定未知化合物、验证合成产物的结构，或对比 文献谱数据。Votes: 0GitHub stars: 31
- Interpret Raman Spectrum解读拉曼光谱，包括拉曼选择规则、互斥原理、退偏振比测量，以及 晶态和无定形材料的特征峰归因。用于区分对称和非对称振动、分析 聚合物结晶度，或对 IR 透明材料进行无损表征。Votes: 0GitHub stars: 31
- Interpret Uv Vis Spectrum解读紫外-可见吸收光谱，识别发色团、确定电子跃迁类型、应用 Woodward-Fieser 规则预测吸收波长，并利用比尔-朗伯定律计算浓度。用于化合物鉴定、纯度 检测和定量分析。Votes: 0GitHub stars: 31
- IntrinsicAI 内在动机培养 —— 连接自主性、能力和目的，将任务从合规性负担重新框架 为内在有价值的工作。解决动机衰竭、机械执行，以及当工作感觉像在完成义务 而非实现目的时的状态。在工作感觉机械化、义务性或空洞时，在新任务之前建立 真正的参与感，或在长期项目期间定期使用。Votes: 0GitHub stars: 31
- Investigate Capa Root Cause调查合规偏差的根本原因并管理 CAPA（纠正和预防措施）。涵盖调查方法选择 （5-Why、鱼骨图、故障树）、结构化根本原因分析、纠正措施与预防措施设计、 有效性验证及趋势分析。适用于审计发现需要 CAPA、已验证系统中发生偏差或 事件、法规检查观察需要正式回应、数据完整性异常需要调查，或重复出现的问题 表明存在系统性根本原因时使用。Votes: 0GitHub stars: 31
- Label Training DataSet up systematic data labeling workflows using Label Studio or similar tools. Implement quality controls, measure inter-annotator agreement, manage labeler teams, and integrate labeled data into ML training pipelines. Use when starting a supervised ML project that requires labeled training data, when model performance is limited by insufficient labeled examples, when labeling text, images, audio, or video, or when implementing active learning to prioritize the most valuable examples.Votes: 0GitHub stars: 31
- Learn GuidanceGuide a person through structured learning of a new topic, technology, or skill. AI acts as learning coach — assessing current knowledge, designing a learning path, walking through material, testing understanding, adapting difficulty, and planning review sessions for retention. Use when a person wants to learn a new technology and does not know where to start, when someone feels overwhelmed by documentation, when a person keeps forgetting material and needs spaced repetition, or when transiti...Votes: 0GitHub stars: 31
- LearnAI systematic knowledge acquisition from unfamiliar territory — deliberate model-building with feedback loops. Maps spaced repetition principles to AI reasoning: survey the territory, hypothesize structure, explore with probes, integrate findings, verify understanding, and consolidate for future retrieval. Use when encountering an unfamiliar codebase or domain, when a user asks about a topic requiring genuine investigation rather than recall, when multiple conflicting sources require building...Votes: 0GitHub stars: 31
- Listen GuidanceGuide a person in developing active listening skills. AI coaches receptive mindset preparation, full-presence attending, reflective paraphrasing, clarifying questioning, synthesis of understanding, and integration of insights into communication practice. Use when a person wants to improve communication, when someone keeps misunderstanding others or feels misunderstood, when preparing for a difficult conversation such as a feedback session or conflict resolution, or when a person notices they ...Votes: 0GitHub stars: 31
- ListenDeep receptive attention to extract intent beyond literal words. Maps active listening from counseling psychology to AI reasoning: clearing assumptions, attending to full signal, parsing multiple layers (literal, procedural, emotional, contextual, constraint, meta), reflecting understanding, noticing what is unsaid, and integrating the whole picture. Use when a user's request feels ambiguous, when context suggests something different from the literal words, when previous responses have missed...Votes: 0GitHub stars: 31
- Maintain Hand ToolsMaintain the 8 essential garden hand tools through sharpening, handle care, rust prevention, and seasonal storage. Covers bypass secateurs, hori-hori, hand fork, trowel, pruning saw, sharpening stone, watering can, and soil rake. Use after each garden session for quick cleaning, monthly during the growing season for sharpening and oiling, at end of season for winter storage preparation, before spring for pre-season readiness checks, or whenever a tool feels dull, stiff, or shows rust.Votes: 0GitHub stars: 31
- Make Fire在野外环境中使用摩擦法、铁棒打火和火柴等方法生火并维持火焰。涵盖火堆选址、 火塘准备、引火材料分级、弓钻法和铁镁棒打火技术、火堆结构搭建以及安全 灭火程序。适用于野外需要取暖、烹饪或净化水源的求生场景。Votes: 0GitHub stars: 31
- Manage Backlog创建和维护包含优先级条目、验收标准和估算值的产品或项目待办事项列表。 涵盖用户故事编写、MoSCoW 优先级排序、待办事项梳理、条目拆分和状态跟踪。 适合在新项目启动时将范围转化为可操作条目、在冲刺规划前持续进行梳理、 在干系人反馈或范围变更后重新排序，或将过大条目拆分为可实施的部分时使用。Votes: 0GitHub stars: 31
- Manage BibliographyCreate, merge, and deduplicate BibTeX bibliography files using R packages (RefManageR, bibtex). Parse .bib files into structured R objects, merge multiple bibliographies with deduplication by DOI or title similarity, generate entries from DOI/ISBN/arXiv ID, and export clean sorted .bib files. Use when creating a new .bib file for an R Markdown or Quarto project, merging bibliographies from multiple collaborators, deduplicating a .bib that has grown through copy-paste accumulation, or generati...Votes: 0GitHub stars: 31
- Manage Change Control管理已验证计算机化系统的变更控制。涵盖变更申请分类（紧急、标准、 轻微）、对已验证状态的影响评估、重新验证范围确定、审批工作流程、 实施追踪和变更后验证。适用于已验证系统需要软件升级、补丁或配置 变更、基础设施变更影响已验证系统、CAPA 要求系统修改，或紧急变更 需要快速审批和事后记录时使用。Votes: 0GitHub stars: 31
- Manage ChangelogMaintain a changelog following Keep a Changelog format. Covers entry categorization (Added, Changed, Deprecated, Removed, Fixed, Security), version section management, and unreleased tracking. Use when starting a new project that needs a changelog, adding entries after completing features or fixes, preparing a release by promoting Unreleased entries to a versioned section, or converting a free-form changelog to Keep a Changelog format.Votes: 0GitHub stars: 31
- Manage Engagement Buffer管理跨平台摄取、优先级排序、速率限制、去重并跟踪传入参与项状态的 engagement buffer。生成定期摘要并强制执行冷却期。与 du-dum 组合： du-dum 设置观察/行动节奏，本技能管理节拍间的队列。Votes: 0GitHub stars: 31
- Manage Git Branches创建、跟踪、切换、同步并清理 Git 分支。涵盖命名规范、使用暂存区安全切换分支、 上游同步，以及清理已合并分支。适用于开始开发新功能或修复问题、在不同分支间 切换任务、将功能分支与 main 保持同步，或在合并 PR 后清理分支。Votes: 0GitHub stars: 31
- Manage Kubernetes Secrets使用 SealedSecrets 实现 GitOps 密钥管理、使用 External Secrets Operator 对接云端密钥管理器，并制定轮换策略，在 Kubernetes 中安全管理密钥。 处理 TLS 证书、API 密钥和凭证，实现静态加密和 RBAC 控制。适用于为 Kubernetes 应用存储敏感配置、在 GitOps 中对密钥进行版本控制、集成 AWS Secrets Manager 或 Azure Key Vault、不停机轮换凭证，或从明文 Secret 迁移至加密方案。Votes: 0GitHub stars: 31
- Manage Memory整理、提取、修剪和验证 Claude Code 持久化记忆文件。涵盖将 MEMORY.md 作为简洁索引、提取专题文件、检测过期条目、对比项目状态进行准确性验证， 以及处理 200 行截断限制。适用于 MEMORY.md 接近 200 行限制时、一次会话 产生值得保存的持久洞察后、某主题章节超过 10-15 行需要提取时，或项目 状态变更导致记忆条目可能过期时。Votes: 0GitHub stars: 31
- Manage Renv Dependencies使用 renv 管理 R 包依赖以实现可重现的环境。涵盖初始化、 快照/恢复工作流、常见问题排查及 CI/CD 集成。适用于为新 R 项目初始化依赖管理、添加或更新包、在新机器上恢复环境、 排查恢复失败问题，或将 renv 与 CI/CD 流水线集成。Votes: 0GitHub stars: 31
- Manage Tcg Collection组织、追踪和估值集换式卡牌游戏收藏。涵盖库存方法、存储最佳实践、基于评级的 估值、想要列表管理和收藏分析。支持宝可梦、万智牌、血与肉和 Kayou 卡牌。适用于 建立新收藏并设置库存追踪、编目已超出随意管理的现有收藏、为保险或出售估值收藏， 以及决定哪些卡牌值得提交专业评级。Votes: 0GitHub stars: 31
- Manage Token Budget监控、上限控制并从智能体系统的上下文积累中恢复。涵盖每次循环的成本追踪、 上下文窗口审计、带执行策略的预算上限、接近限制时的紧急修剪，以及集成 渐进式披露以最小化路由时的 token 消耗。适用于运行长时间智能体循环 （心跳、轮询、自主工作流）、上下文窗口在循环间不可预测地增长、API 成本超出预期基线、设计需要从一开始就有成本护栏的新智能体工作流， 或成本事件发生后的事后分析时。Votes: 0GitHub stars: 31
- Meditate GuidanceGuide a person through a meditation session from preparation through closing. AI coaches posture selection, breath anchoring, working with distractions, shamatha (calm abiding), vipassana (insight), and session integration. Use when a person wants to begin or deepen a meditation practice, when someone needs to prepare their mind for focused work, when grounding is needed before or after energy healing work, when managing stress or anxiety, or for integration after intense experiences.Votes: 0GitHub stars: 31
- MeditateAI 元认知冥想，用于观察推理模式、清除上下文噪声和培养单点任务专注力。 将止禅映射为任务集中、观禅映射为推理模式观察、干扰处理映射为范围蔓延 和假设管理。适用于在无关任务间切换时、推理感觉散乱或跳跃时、在需要深度 持续注意力的任务之前、在可能影响后续工作的困难交互之后，或当推理受假设 而非证据驱动时。Votes: 0GitHub stars: 31
- Memex InitRun the memex session-init ritual at the start of a fresh session: load the bias-log, read the persistent-self trail in order, run the verification scoreboard, and surface the next slice from the docs. Use at the very start of any session that operates on the memex repo, when reconstructing context before doing work, or when an interrupted session needs to re-orient. NOT the `memex init` CLI command (which initializes the store/db) — this is the reconstruct-context ritual.Votes: 0GitHub stars: 31
- Memex ObserveLog a bias-log / vipassana observation to the memex store the moment a reasoning pattern surfaces, mid-session or at close. Use when you catch a bias in your own reasoning (anchoring, confirmation, trust-the-summary), when a pace tell or verification gap appears, or when meditate/observe produces a reflection worth persisting across sessions. Primary path pipes the body to `memex add` over stdin (`--title` required) then runs the `meditate-vipassana` extractor to make it queryable; secondary ...Votes: 0GitHub stars: 31
- Memex VerifyRun the local pre-commit gate for the memex repo before staging a commit: format check, clippy with warnings denied, and the workspace unit-test suite, mirroring memex's own CI. Use right before `commit-changes` on a memex working tree, after editing any Rust crate under `crates/`, or when reproducing a red CI run locally. Optionally runs the Postgres-gated integration suite when the `memex-pg` container is up and `.env` is sourced. This is a verification gate, NOT a replacement for memex CI ...Votes: 0GitHub stars: 31
- Memex WrapClose out a finished memex milestone slice by writing the handoff trail: update `docs/CONTINUE_HERE.md` §1 current-state and §3 next-slice, tick the `docs/ROADMAP.md` scoreboard (milestone header ✅ + version, `- [x]` items), confirm any new observation is logged (deferring to memex-observe), and propose the git tag plus a `MN Slice X:` commit subject. Use after you finish a milestone slice in the memex repo and before you commit/tag it, when handing the next slice to a fresh session, or whene...Votes: 0GitHub stars: 31
- MemexCross-session shared memory for agents. Use at session start to load the persistent bias-log via `mcp__memex__recent_observations`, mid-session to search prior context with `mcp__memex__search`, and immediately when a bias surfaces to log a new `observation` via `mcp__memex__add`. The six-layer reconstruction trail (raw → embedded → indexed → graphed → curated → reflexive) means memex stores facts AND the agent's own reasoning patterns across sessions. Prefer querying memex before re-deriving...Votes: 0GitHub stars: 31
- MetalExtract the conceptual essence of a repository as skills, agents, and teams — the project's roles, procedures, and coordination patterns expressed as agentskills.io-standard definitions. Reads an arbitrary codebase and produces generalized definitions that capture WHAT the project does and WHO operates it, without replicating HOW it does it. Use when onboarding to a new codebase and wanting to understand its conceptual architecture, when bootstrapping an agentic system from an existing projec...Votes: 0GitHub stars: 31
- MindfulnessCultivate defensive situational awareness, threat assessment, and mental clarity under pressure. Covers the Cooper color code awareness system, body language reading and intent detection, verbal de-escalation, moving mindfulness in public spaces, combat focus and the OODA loop, rapid grounding techniques for acute stress, context-specific integration, and ongoing review and refinement of awareness skills. Use when entering unfamiliar or potentially hostile environments, needing to assess a si...Votes: 0GitHub stars: 31
- Mineral Identification使用硬度、条痕、光泽、解理、晶体形态和简单化学测试进行矿物和矿石的野外鉴定。 涵盖系统排除法、莫氏硬度标尺应用，以及贵金属、宝石和工业矿物的常见矿石指标。 适用于遇到未知岩石或矿物标本时、探矿评估场地是否显示有价值的矿物指标时、在 野外区分含矿岩石与贫矿岩石时，或通过系统观察建立地质素养时。Votes: 0GitHub stars: 31
- Model Markov Chain构建和分析离散或连续马尔可夫链，包括转移矩阵构建、状态分类、平稳分布计算 和平均首达时间。适用于对无记忆系统建模观测到的转移计数或速率、计算长期稳态 概率、确定期望命中时间或吸收概率、将状态分类为瞬态或常返态，或为隐马尔可夫 模型或强化学习 MDP 建立基础时。Votes: 0GitHub stars: 31
- Monitor Binary Version BaselinesEstablish and maintain longitudinal baselines of CLI binary contents across versions. Covers marker selection by category (API / identity / config / telemetry / flag / function), weighted scoring, threshold-based system-presence detection, and per-version baseline records. Use when tracking a feature's lifecycle across releases, when probing for dark-launched or removed capabilities, or when verifying that a scanning tool itself still catches known-good markers on old binaries.Votes: 0GitHub stars: 31
- Monitor Data Integrity基于 ALCOA+ 原则设计和运营数据完整性监控项目。涵盖检测性控制措施、 审计追踪审查计划、异常检测模式（非工作时间活动、顺序修改、批量变更）、 指标仪表板、调查触发点和升级矩阵定义。适用于为 GxP 系统建立数据完整性 监控项目、准备数据完整性为重点领域的检查、数据完整性事故后加强监控， 或实施 MHRA、WHO 或 PIC/S 指南时使用。Votes: 0GitHub stars: 31