Module perception 

Lens-based perception pipeline for the agentic loop.

Implements the Perceive phase: query substrate → re-rank through lens → format as intrinsic knowledge. Each agent sees the same substrate differently based on its lens.

Functions

assemble_context

Assemble budget-aware context from the substrate through the lens.

format_as_intrinsic_knowledge

Format perceived experiences as intrinsic knowledge messages.

pack_within_budget

Pack ranked experiences within the token budget.

query_substrate

Query the substrate for perception candidates.

rerank

Re-rank experiences through the lens using domain, type, and temporal weighting.