ORForge Agent Pipeline

Full-lifecycle OR engineering agent for BUILD, REVISE, and EXPLAIN tasks on multi-file workspaces.

Architecture

Agent	Responsibility
Workspace Explorer	Index business requirements, CSV/JSON data, Python source
Data Agent	Load tables with pandas/DuckDB; apply parameter revisions
Optimization Agent	Build Pyomo models from workspace data
Solver	Execute HiGHS / SCIP / CBC in isolated subprocess
Result Analyst	Compare baseline vs revised objectives
Explanation Agent	Identify binding constraints and cost trade-offs

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