LLM & Agents Skills

当用户要求创建代理、添加代理、编写子代理，或需要代理结构、系统提示、触发条件的指导时使用。

当用户询问插件设置、存储插件配置、用户可配置插件、.local.md 文件或插件状态文件时使用。

当用户要求创建插件、搭建插件、理解插件结构、组织插件组件或设置 plugin.json 时使用。

将提示和代码从 Claude Sonnet 4.0、Sonnet 4.5 或 Opus 4.1 迁移到 Opus 4.5。处理模型字符串更新和提示调整。

基于评分标准审计 Anthropic Cookbook 笔记本。每当请求笔记本审查或审计时使用。

使用自动化指标、人工反馈和基准测试为 LLM 应用实施全面的评估策略。

使用 CocoIndex 库开发的综合工具包。在创建 AI 数据处理的数据转换流水线时使用。

Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scient

AI翻译暂未集成: description: "Presentation creation, editing, and analysis. When Claude needs to work with presentat

AI翻译暂未集成: name: brainstorming

AI翻译暂未集成: name: dispatching-parallel-agents

AI翻译暂未集成: name: executing-plans

AI翻译暂未集成: name: finishing-a-development-branch

AI翻译暂未集成: name: receiving-code-review

AI翻译暂未集成: name: requesting-code-review

AI翻译暂未集成: name: subagent-driven-development

AI翻译暂未集成: name: using-git-worktrees

AI翻译暂未集成: name: verification-before-completion

AI翻译暂未集成: name: writing-plans

AI翻译暂未集成: name: writing-skills

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experi

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed comp

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale single-cell analysis.

Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quantum circuit design, quantum simulation (noiseless or noisy), running on quantum hardware (Google, IonQ, AQT, Pasqal), circuit optimization and co

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to Bi

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP)

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.