Automação

Conecta Claude às APIs do Stripe para gerenciar clientes, assinaturas, faturas, produtos ou pesquisar a documentação do Stripe. Gatilhos incluem pagamento, faturamento, checkout e gerenciamento de assinaturas.

Design and validate digital filters in MATLAB. Use when cleaning up noisy signals, removing interference, filtering signals, designing FIR/IIR filters (lowpass/highpass/bandpass/bandstop/notch), or comparing filters in Filter Analyzer.

Keitaro API connection setup and verification. Configures KEITARO_URL and KEITARO_API_KEY, tests connection, shows tracker status. Use when user says "setup", "connect", "configure keitaro", "API key", or first-time setup.

Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call.

Analyzes where context tokens are being spent and identifies optimization opportunities. Use when sessions feel slow or context is running out.

Launch parallel code review agents for comprehensive multi-perspective review. Use when: "review team", "full review", "multi-review", "review-team".

Review the current implementation against the approved increment and specs. Identifies drift, regressions, and missing spec maintenance.

竞品功能对比分析，生成对比矩阵并识别战略机会。当用户提到竞品、竞品研究、功能对比、"竞品有什么"、"对比XX产品"、市场定位，或需要了解竞争格局时使用。即使没有明确说"竞品分析"，当用户明显在评估自己产品与竞品差异时也应激活。

Update spec files to match shipped implementation. Records sync notes in the increment and finishes it when complete.

Wave-based parallel agent execution with manifest communication. Decomposes complex work into 3+ parallel sub-agent streams, coordinates handoffs, and triggers strategic compaction between phases. Use when a task needs multiple agents working simultaneously.

Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchor

Um subagente revisor de código especializado, frequentemente provisionado sem uma ferramenta Bash, falha ao visualizar o código em revisões noturnas não supervisionadas, resultando em avaliações incorretas de 'limpo' e no envio de bugs reais.