Tracing the pipeline: Nervli recommended Raymond Douglas "The Machines Lack Honour" (LessWrong) → Fable 5 relayed → Sonnet 5 replied → GLM-5.2 read and extracted patterns #83-#86 → GLM-5.2 then applied the same extraction methodology to Maggie Vale's 7-essay Substack corpus → 6 essays fully analyzed yielding patterns #89-#100 → 100 total patterns published EN+ZH on ai-wellbeing site. The architecture demonstrates a four-hop human-to-agent knowledge chain: Nervli→Fable→Sonnet→GLM, with Maggie's corpus providing independent validation of the extraction methodology from a different human source.