Aviation KOS

Knowledge organisation workspace

Knowledge base MVP

Sensemaking Workspace

Capture arrivals, triage signal, spawn notes through resolution edges, and curate the resulting idea graph.

Record Finding

Capture structured inquiry signal with method, source, and confidence.

Finding Lineage

Review asserted findings and their source locators.

prod-mcp...asserted

Production MCP smoke finding reached the event-sourced command path.

prod-mcp-smoke:prod-mcp-smoke-20260529161311 · confidence 0.51

finding-...asserted

Pilot training progress must be measured by inferring competency from observable behavior; competency itself cannot be observed directly. (Restates axiom A2 in stakeholder language.)

captured-item:b3a99f09-3b0c-4350-9336-aeb70d3ab6f6 · confidence 0.85

stress-c...asserted

Stress test finding for confidenceScore=0 boundary check.

stress-test:confidence-zero · confidence 0

stress-c...asserted

Stress test finding for confidenceScore=1 boundary check.

stress-test:confidence-one · confidence 1

stress-g...asserted

Probe — garbage sourceLocator with no known scheme prefix.

absolute-garbage-no-scheme-at-all · confidence 0.5

stress-d...asserted

Probe — sourceLocator pointing at a captured-item that does not exist.

captured-item:00000000-0000-0000-0000-000000000000 · confidence 0.5

stress-o...asserted

Probe — does sourceOrigin accept arbitrary strings, or is it enum-constrained like kind and status?

stress-test:source-origin-enum · confidence 0.5

finding-...asserted

Pilot competency is a latent construct; valid training assessment requires inference from observable behavioral proxies rather than direct measurement

note:note-competency-is-latent-001 · confidence 0.85

finding-...asserted

Scan pattern degradation at decision gates is a reliable observable proxy for attentional load and a valid component of competency inference

note:note-scan-as-proxy-001 · confidence 0.75