cortex-operations

Multi-project orchestration is coordinated by applying LLM analysis to GLOBAL.md and AGENCY.md files, evaluating dependency graphs and ready-work detection to identify blockers and update project state across multiple projects.

Ready-work detection is a project management feature that analyzes AGENCY.md files to quickly identify unclaimed, actionable work across multiple projects, ensuring operators can keep work flowing smoothly without manual checks.

Run deterministic Cortex analysis by executing uv or make cortex commands, which triggers LLM evaluation of GLOBAL.md and AGENCY.md files to update project state, detect ready work, and visualize dependency relationships.

Yes, an OPENROUTER_API_KEY is required to perform LLM analysis on dependency graphs, with an optional OPENROUTER_MODEL setting available to specify the model used for analyzing project state and identifying blockers.

Dependency graph analysis prevents deadlocks in multi-project orchestration by visualizing blocks, cycles, and relationships across projects, allowing operators to detect potential dependency issues before they halt work flow.

Centralize project state tracking by using LLM analysis to read GLOBAL.md and all AGENCY.md files, applying dependency-graph evaluation and ready-work detection to maintain an updated view of blockers and actionable work.