How Codmir converts events into compounding intelligence through observe, interpret, act, evaluate, distill, and reapply.

Intelligence Loop

The intelligence loop is Codmir's mechanism for turning execution events into reusable knowledge.

The Six Stages

Observe: capture high-signal events from project workflows.
Interpret: infer intent, action, urgency, confidence, and outcome.
Act: apply promotion rules to decide what deserves memory.
Evaluate: classify outcome quality (success, failure, partial, unknown).
Distill: extract reusable patterns from terminal events.
Reapply: publish recommendations for future work.

Without a loop, context resets after every task.

With a loop, every major event can contribute to:

The loop is integrated into the canonical emit() pipeline and emits lifecycle signals:

Codmir does not store everything.

Promotion rules deliberately prefer meaning over raw activity, so memory quality stays high and reapplication remains useful.

How Codmir converts events into compounding intelligence through observe, interpret, act, evaluate, distill, and reapply.

The intelligence loop is Codmir's mechanism for turning execution events into reusable knowledge.

Observe: capture high-signal events from project workflows.
Interpret: infer intent, action, urgency, confidence, and outcome.
Act: apply promotion rules to decide what deserves memory.
Evaluate: classify outcome quality (success, failure, partial, unknown).
Distill: extract reusable patterns from terminal events.
Reapply: publish recommendations for future work.

Without a loop, context resets after every task.

With a loop, every major event can contribute to:

The loop is integrated into the canonical emit() pipeline and emits lifecycle signals:

Codmir does not store everything.

Promotion rules deliberately prefer meaning over raw activity, so memory quality stays high and reapplication remains useful.