You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation, combined with GitNexus and AgentMemory.
Trace call graphs, dependencies, and execution flow of target code using GitNexus.
Convert binary and formatted documents (PDF, DOCX, XLSX, PPTX, HTML, ZIP, etc.) to Markdown using MarkItDown and extract requirements.
Safe, structured refactoring of target code using GitNexus graph mapping, AgentMemory checks, and TDD workflows.
Run targeted unit/integration tests on changed components, run full regression suites, and log outcomes in memory.
Verify codebase modifications, execute test runners, detect file change scope using GitNexus, and persist session memory.
Master orchestrator skill for triaging, planning, and executing tasks, combined with GitNexus, AgentMemory, and superpowers subagent handoffs.
System-level AI workspace rules and behavioral protocol combining GSD state management and superpowers workflow.