CapacitAI ICM

Overview

CapacitAI ICM is the internal test worktree used to validate the Interpretable Context Methodology in practice before folding patterns back into the main CapacitAI curriculum.

Challenge

• Needed proof that the ICM structure works with an actual LLM agent
• Wanted a clean separation between curriculum design and live verification
• Needed reproducible state, routing, and artifact rules

Solution

• Dedicated git worktree for ICM testing
• Root-file architecture for identity, routing, contracts, references, and agents
• Repeatable turn-by-turn workflow checks
• Artifact persistence and versioned test outputs

Results

• Clearer operating patterns for the CapacitAI system
• Reduced risk before teaching ICM publicly
• A practical testbed for future curriculum and product refinement

AI Layers Applied

• Workflow Automation
• Operations Orchestration

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