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MQ ecosystem

The MQ stack is a set of focused local tools for infrastructure work, endpoint operations, repository intelligence, and governed AI-assisted engineering.

Repository Purpose
macos-scripts Terminal launchers, local workflows, diagnostics, and system tools
mq-agent Repo sweeps, workflow execution, reviews, alerts, and release gates
mq-mcp Deterministic MCP runtime with contracts, policy gates, and controlled tool execution
repo-signal Repo readiness scoring, release checks, and AI-context exports
mq-image-analyze Screenshot, OCR, UI-state, and visual-analysis workflows
mq-ums Allowlisted PowerShell actions for safer IGEL UMS operations
mq-hal Operator layer: repo, stack, release, and runtime status, check-to-check changes, and safe natural-language command routing
atlas-one Prompt routing and structured AI workflow design
mqobsidian Architecture memory, decisions, and long-term stack context

Shared design direction

  • Small tools with explicit responsibilities
  • Structured output that humans and agents can inspect
  • Review and policy gates before consequential action
  • Local-first workflows with long-term technical memory

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