utility

Multi-signal framework detection with confidence scoring for 6 major frameworks

Use when the user wants to create templates, extract reusable patterns, document solutions, or build a pattern library from working workflows.

Use when starting a new project with Maestro or when no .maestro.md context file exists yet. Run once per project.

Use when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.

Capture a session summary — what was done, what decisions were made, and what to do next.

Use when starting a new project, adding a new agent to an existing system, or setting up workflow infrastructure from scratch.

Quick summary of the last session — commands run, files changed, and what to do next.

Use when the user wants to tailor a workflow for a specific industry, domain, or vertical with specialized expertise, terminology, and guardrails.