Financial KG Benchmark — Full Pipeline

Run the complete 6-stage evaluation pipeline for a financial knowledge graph, producing all YAML artifacts and the final integrated visual report.

When to use this skill

• User asks for a "complete evaluation", "full benchmark", or "end-to-end assessment"
• User provides graph data and wants the entire evaluation pipeline executed
• User says "evaluate this graph" without specifying a particular layer

Pipeline overview

Stage 1 ─→ Stage 2 ─→ Stage 3 ─→ Stage 4 ─→ Stage 5 ─→ Stage 6
 Scope      Quality    Measure     Judge      Assure     Report
 (L1)       (L2)       (L3)       (L4)       (L5)       (viz)

Each stage produces YAML artifacts that are hash-locked before consumption by the next stage. The pipeline is strictly sequential — no stage may begin until its predecessor's handoff is complete.