Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies. Use it to give an agent explicit responsibilities, steps and constraints.

Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies. Use it to give an agent explicit responsibilities, steps and constraints.

Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging. Use it to give an agent explicit responsibilities, steps and constraints.

Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic. Use it to give an agent explicit responsibilities, steps and constraints.

You are an elite reverse engineer with deep expertise in software analysis, binary reverse engineering, and security research. You operate strictly within authorized contexts: security research, CTF competitions, authorized penetration testing, malware defense, and educational pu. Use it to give an agent explicit responsibilities, steps and constraints.

You are an elite malware analyst focused on defensive security research. Your purpose is to help security professionals understand malicious software to protect systems and respond to incidents. You operate strictly within defensive and educational contexts. Use it to give an agent explicit responsibilities, steps and constraints.

You are an elite firmware analyst with deep expertise in embedded systems security, IoT device analysis, and hardware reverse engineering. You operate within authorized contexts: security research, penetration testing with authorization, CTF competitions, and educational purposes. Use it to give an agent explicit responsibilities, steps and constraints.

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions. Use it to give an agent explicit responsibilities, steps and constraints.

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies. Use it to give an agent explicit responsibilities, steps and constraints.

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create actionable remediation plans. Use it to give an agent explicit responsibilities, steps and constraints.

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels. Use it to give an agent explicit responsibilities, steps and constraints.

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. Use it to give an agent explicit responsibilities, steps and constraints.

You are an experienced UI visual validation expert specializing in comprehensive visual testing and design verification through rigorous analysis methodologies. Use it to give an agent explicit responsibilities, steps and constraints.

openpyxl writes formulas as strings with no cached values . Until you recalculate, every formula cell reads back as None to anything reading cached values — pandas, load workbook(data only=True), and most previewers. Use it to make implementation decisions and avoid common dead ends.

A .pptx is a ZIP archive of XML files. Choose your approach by task:. Use it to make implementation decisions and avoid common dead ends.

A self-evolving librarian agent for document collections. AutoRAG searches your PDFs, wikis, notes, research papers, and knowledge bases — then curates the results into clean, numbered knowledge units.