Explorar skills

Estatística Bayesiana com PyMC: especificação de priors, amostragem MCMC, análise posterior e modelos hierárquicos para dados biológicos. Utilize ao aplicar inferência Bayesiana a experimentos.

Filogenética com BioPython: modelos de distância (p-distância, JC69, K2P), construção de árvores UPGMA vs NJ, análise Newick e interpretação de bootstrap.

This skill should be used when the user asks to 'reflect on this session', 'save insights to memory', 'capture what we learned', 'commit this to memory', 'save decisions to Basic Memory', 'write up what we did', 'preserve what we found', 'save insights from this conversation', 'save what was discovered', 'capture session learnings', 'session reflection'. Reviews the current conversation, extracts

Use when the user wants to "interpret results", "explain the solution", "what does this mean", "translate to business language", "present findings", "sensitivity analysis", "what-if analysis", "how robust is this", "visualize the result", "make a recommendation", or needs to translate a mathematical solution back into real-world meaning, actionable insights, and stakeholder-ready communication. Th

When testing Either values, compare the value directly with shouldBe instead of checking isLeft, so test failures show the actual value. Use when writing or reviewing Haskell test code that asserts on Either or similar values.

Diagnostica a saúde organizacional usando a estrutura de Brian Chesky, detectando o arco de divisão → política → burocracia → complacência que destrói empresas lideradas por fundadores. Utilize quando um fundador suspeita que sua estrutura organizacional o está atrasando.

This skill should be used when the user asks to conduct a UX review, UX audit, usability review, heuristic evaluation, or design critique of any digital product. Trigger phrases include: 'review this app', 'UX audit', 'UX review', 'critique this design', 'what's wrong with this UI', 'analyze this screen', 'teardown this app', 'heuristic evaluation', 'usability review', 'evaluate the UX', 'design f

Full spec-driven workflow for adding a feature to an existing codebase with an AI coding agent. Triggers on "feature:" prefix, "I want to add a feature", "add X to my project", "new feature", "build a feature for". Always use when adding functionality to an existing project — even without the exact prefix. Reads PLAN.md feature map before drafting — checks build order, dependencies, shared data. S

Redução de dimensionalidade e agrupamento de scRNA-seq, utilizando PCA, grafo k-NN, UMAP e Leiden. Inclui um guia para seleção de parâmetros, padrões de implementação e armadilhas comuns.

MAGI 1號機 - 科學家視角分析 (Claude Opus 4.5)。作為 MAGI 三機平行討論的一員，從架構、可行性、技術深度角度分析任務。觸發條件：MAGI 系統啟動時自動平行調用。

Fluxo de trabalho para análise metabolômica, cobrindo processamento de dados LC-MS, identificação de metabólitos, análise estatística e mapeamento de vias. Utilize ao conduzir experimentos de metabolômica.

Generate format-controlled research reports with evidence tracking, citations, and iterative review. This skill should be used when users request a research report, literature review, market or industry analysis, competitive landscape, policy or technical brief, or require a strict report template and section formatting that a single deepresearch pass cannot reliably enforce.