autonomous-improvement-session

You can automate vault hygiene by initiating autonomous improvement sessions that run when capacity exists, handling low-stakes internal tasks without per-item approvals. These sessions follow strict guardrails and log every action for later review.

The two-speed flywheel model balances fast menu growth with cautious execution during autonomous vault improvement. It enforces safety constraints like the Permanent Floor while performing incremental hygiene tasks without active supervision.

You review governance decisions and provenance by inspecting the regenerating decision board and structured run logs. These outputs capture evidence, traces, and governance decisions for Sovereign review after the session completes.

No, autonomous improvement sessions cannot be used for self-modification or outward communication. The system enforces strict guardrails that prevent these actions, limiting operations to vault-internal hygiene and incremental improvement tasks only.

No, autonomous vault improvement does not require per-item approvals for low-stakes tasks. The sessions operate set-and-forget when Sovereign capacity exists, performing vault-internal hygiene while enforcing guardrails like the four-bucket decision board.

The four-bucket decision board limits governance scope to structured categories during autonomous runs. It operates alongside the Permanent Floor constraint and durable run-log provenance, preventing self-modification and restricting actions to vault-internal hygiene only.