01
Observe live state
Start from a diff, registered signal, repeated failure, source-bridged sidecar, or documented project-system problem.
Operations explainer
Project-system improvement starts from observed diff state, registered signals, source-bridged sidecars, or repeated workflow problems. It routes one bounded repair without smuggling physics continuation or broad system rewrites.
Improvement comprehension
The improvement route starts from observed diff state, registered signals, sidecar input, or repeated workflow problems, then classifies, resolves, executes one bounded packet, receipts, and closes, defers, or rejects explicitly.

The diagram is a static reader aid. It does not replace the source files, route dossiers, or claim-status records that govern the topic.
Mechanism
01
Start from a diff, registered signal, repeated failure, source-bridged sidecar, or documented project-system problem.
02
The classifier names impact and reason codes; the resolver ranks current diff state, open signals, and sidecar context as advisory routing evidence.
03
The selected repair runs as one bounded project-system AgentJob with write-path and claim boundaries.
04
Signals close only with matching PASS completion evidence or a documented rejection decision.
Terms
Boundaries
Safe reading
Related routes
Source basis
Source basis
Generated noncanonical upstream explainer: github-facing/project-system-improvement-explainer.md.
Source basis
Committed control source: research_control/README.md.
Source basis
Committed tooling source: scripts/project_control/README.md.
Improvement loop
The practical rule is to inspect live state, classify the boundary, resolve against open signals, execute one AgentJob, and close only with explicit evidence.
Related reading
These links keep the primary reader journey inside the website. Source links remain visible in the provenance section.
How one bounded job is authorized and closed.
Open routeHow checks and receipts are interpreted.
Open routeHow memory and retrieval drift remain source-finding support.
Open routeWhy generated surfaces and maintenance evidence remain below source authority.
Open routeTooling needed for reproducible operations.
Open routeSource provenance
The links below point to reviewed upstream source surfaces. This website adaptation remains downstream from those sources and from the registered authority records they cite.
Reviewed generated noncanonical upstream source for this page.
Inspect sourceCommitted control source for signal routing, documentation impact, and resolver limits.
Inspect sourceCommitted tooling source for classifier, resolver, sidecar, and validation boundaries.
Inspect source