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Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

Detect and remove doublets (multiple cells captured in one droplet) from single-cell RNA-seq data. Uses Scrublet (Python), DoubletFinder (R), and scDblFinder (R). Essential QC step before clustering to avoid artificial cell populations. Use when identifying and removing doublets from scRNA-seq data.

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

尚书省首次调用时加载的 Token 优化策略，定义运行模式拆分、会话复用与上下文管理

Name to greet

Designs adaptive clinical trials including group-sequential (O'Brien-Fleming, Pocock, Lan-DeMets spending), sample-size re-estimation (blinded Friede-Kieser, unblinded Cui-Hung-Wang, Mehta-Pocock promising zone), seamless Phase 2/3 with treatment-arm selection, population enrichment, and response-adaptive randomisation. Covers FDA 2019 Final Adaptive Designs Guidance, FDA 2022 Master Protocols, an

Identifies high-quality leads for your product or service by analyzing

Migrate MS Teams chat content to channels or between chats. USE WHEN teams migration, migrate chat, copy messages, teams channel, move chat history, teams backup, chat to channel. SkillSearch('teamsmigration') for docs.

Crie conteúdo de mídia social com IA, incluindo imagens, vídeos, reels, shorts, miniaturas, legendas e hashtags para TikTok, Instagram, YouTube e Twitter/X, ideal para criadores de conteúdo, gerentes de mídia social, influenciadores e marcas.

Esta skill auxilia na escrita de testes para Redux Sagas utilizando redux-saga-test-plan, runSaga e testes manuais de geradores. Abrange testes de integração (expectSaga) e unidade (testSaga), incluindo providers, partial matchers, integração de reducer, simulação de erros e cancelamento, compatível com Jest e Vitest.

Check code against security compliance standards and best practices.