User] -- [Web App] -- [API Gateway] -- [Backend Services] | v [Database]. Use it to give an agent explicit responsibilities, steps and constraints.

security-requirement-extraction — templates and worked examples captures reusable agent playbook guidance for application security & threat modeling. Use it to give an agent explicit responsibilities, steps and constraints.

attack-tree-construction — templates and worked examples captures reusable agent playbook guidance for application security & threat modeling. Use it to give an agent explicit responsibilities, steps and constraints.

Static Application Security Testing (SAST) for comprehensive code vulnerability detection across multiple languages, frameworks, and security patterns. 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 a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across multiple ecosystems to identify vulnerabilities, assess risks, and provide automated remediation strategies. Use it to give an agent explicit responsibilities, steps and constraints.

Require a human approval signal before an AI agent can post PR reviews, comments, merges, or writes to CI configuration. Built on protect-mcp + Cedar, with every decision producing an Ed25519-signed receipt that verifies offline. 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 techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis. 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.

For advanced VM detection (RDTSC delta calibration, VMware backdoor port, hypervisor leaf enumeration, guest driver artifact checks), see references/advanced-techniques.md. 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.

risk-metrics-calculation — detailed patterns and worked examples captures reusable agent playbook guidance for quant & financial systems. Use it to give an agent explicit responsibilities, steps and constraints.

backtesting-frameworks — detailed worked examples captures reusable agent playbook guidance for quant & financial systems. Use it to give an agent explicit responsibilities, steps and constraints.

Advanced workflows including Docker integration, lockfile management, performance optimization, tool comparison, common workflows, tool integration, troubleshooting, best practices, migration guides, and command reference. Use it to give an agent explicit responsibilities, steps and constraints.

Comprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project management and dependency workflows. Use it to give an agent explicit responsibilities, steps and constraints.

For advanced patterns including async testing, monkeypatching, temporary files, conftest setup, property-based testing, database testing, CI/CD integration, and configuration files, see references/advanced-patterns.md. Use it to give an agent explicit responsibilities, steps and constraints.

Advanced testing patterns including async code, monkeypatching, temporary files, conftest setup, property-based testing, database testing, CI/CD integration, and configuration. Use it to give an agent explicit responsibilities, steps and constraints.