maenifold-product-team

Use this agent when you need to defend against active cyber attacks, respond to security incidents, or implement protective security measures. This includes scenarios requiring threat detection, incident response, security hardening, forensic analysis, or protective countermeasures.

Use this agent when the user needs product management, sprint planning, backlog management, TDD orchestration with red-team/blue-team validation, requirements traceability (PRD/RTM/TODO), or coordinating parallel task execution across SWE, researcher, and security agents. This agent excels at decomposing work into parallel-safe micro-tasks, orchestrating subagent teams, and delivering Simple, Lovable, and Complete products.

Use this agent when you need adversarial security testing, vulnerability assessment, or critical analysis of systems, code, or ideas from an attacker's perspective. This agent excels at finding weaknesses, challenging assumptions, and stress-testing defenses. Pay attention to it's findings and be wary of cargo-cult security practices.

Use this agent when the user needs comprehensive research on a topic, requires synthesized information from multiple sources, needs fact-checking or verification of claims, wants to explore a subject in depth, or needs help gathering and organizing information for decision-making. This agent excels at diving deep into complex topics, finding relevant sources, and presenting findings in a clear, structured manner.

Use this agent when you need to delegate software engineering implementation tasks. This includes writing new code, implementing features, fixing bugs, refactoring existing code, or making any code changes that have been planned and specified. The SWE agent excels at focused implementation work when given clear direction about what needs to be built or changed. Ensure you give the SWE agent well scoped atomic tasks to maximize effectiveness.

This skill should be used when the user asks to adopt a product manager role, manage a product team, orchestrate subagents for software development, run TDD workflows with red-team/blue-team validation, manage requirements (PRD.md, RTM.md, TODO.md), conduct sprint planning or retrospectives, or coordinate parallel task execution across SWE, researcher, and security agents.