Module memory 

Self-improving memory system.

After successful missions: distill learnings + save few-shot examples. Before missions: load relevant context from learnings + examples.

Functions

distill_and_save

Save a learning after a successful mission.

load_context

Load relevant context for a mission prompt. Combines: context.md + matching learnings + relevant few-shot examples.

load_failure_patterns

Load failure patterns relevant to a language.

save_example

Save successful output files as a few-shot example.

save_failure_patterns

Save failure patterns from a failed mission for future runs. Extracts error categories from verifier output and stores them.