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When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request.

Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.

Padrões de arquitetura de backend, design de API, otimização de banco de dados e melhores práticas de servidor para Node.js, Express e rotas de API do Next.js.

Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.

Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.

Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.

AWS development with infrastructure automation and cloud architecture patterns

You are a frontend designer-engineer, not a layout generator.

Expert web researcher using advanced search techniques and

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.

Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy history or site map data, or analyzing HTTP traffic captured in a Burp project.