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Production-ready microscopy image analysis and quantitative imaging data skill for colony morphometry, cell counting, fluorescence quantification, and statistical analysis of imaging-derived measurements. Processes ImageJ/CellProfiler output (area, circularity, intensity, cell counts), performs Dunnett's test, Cohen's d effect size, power analysis, Shapiro-Wilk normality tests, two-way ANOVA, poly

Track predictions vs actuals in production: log bets, compute CLV, monitor ROI, detect edge decay, and run significance tests. Use when user asks about tracking bets, bet logging, closing line value, CLV, ROI tracking, win rate, drawdown monitoring, or whether their model has an edge right now. Do not use for finding today's bets -- see daily-card or edge-detection. Do not use for historical backt

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Greenhouse integration via Apideck's ATS unified API — same methods work across every connector in ATS, switch by changing `serviceId`. Use when the user wants to read, write, or sync jobs, applicants, and applications in Greenhouse. Routes through Apideck with serviceId "greenhouse".

Invoked helper skill for unresolved module boundaries, usually called from /write-a-prd. Use to compare multiple interface shapes for a module or component when caller ergonomics and surface area are still unclear. Not for API contract review or already-settled designs.

Acesse as ferramentas pagas da API ATXP para pesquisa na web, geração de imagens, música e vídeo por IA, e pesquisa no X/Twitter. Utilize-as para informações em tempo real ou mídia gerada por IA, exigindo autenticação via `npx atxp login`.

Use when suggesting APIs for a project, looking for free data sources, building weekend projects that need external data, or when the user needs weather, news, finance, sports, ML, or entertainment data without paid subscriptions

Workday integration via Apideck's Accounting, HRIS, ATS unified API — same methods work across every connector in Accounting, HRIS, ATS, switch by changing `serviceId`. Use when the user wants to read, write, or reconcile invoices, bills, payments, ledger accounts, and journal entries in Workday. Routes through Apideck with serviceId "workday".

Crie serviços Azure Cosmos DB NoSQL com Python/FastAPI, seguindo padrões de produção. Abrange configuração de cliente com autenticação dupla, operações CRUD, estratégias de chave de partição e padrões TDD.

Invoked helper skill for higher-risk API contract decisions, usually called from /research or /write-a-prd. Use when the unresolved question is API shape, compatibility, auth, webhook design, or paradigm choice. Not a default top-level workflow step or a substitute for ordinary implementation work.

Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd generation packages (2GP). Use when: salesforce, sfdc, apex, lwc, lightning web components.

Use esta skill ao projetar APIs REST, GraphQL ou gRPC. Ela oferece padrões de design, estratégias de versionamento, tratamento de erros, autenticação e modelos OpenAPI/AsyncAPI, garantindo APIs consistentes, bem documentadas e amigáveis para desenvolvedores.