BAMF.AISelf-improvement

Pipeline

Every stage from a raw activity event through a promoted skill, in order.

Self-improvement pipeline stagesActivity eventsTurn evalsSession evalsImprovement candidatesImprovement tasksCloud coding agent PRRegression fixtureSkill promotion (global harness / workspace)

State

Learning routerPartialbamfaiapp src learningRouter, 2026-09-16
Saved skillsPartial2026-06-05
agent_activity_events / evals / improvement tablesPlannedschema drafted 2026-09-17, not applied
agent-eval functionPlannedflag off
Session Activity panePlannedplanned
Dashboard improvement queuePlannedempty until the data plane exposes it

Improvement queue

The queue fills once evals are enabled. No improvement tasks are tracked yet — the eval pipeline is planned, not running.

Plan