Archived research. The era-1 framework is part of the Runchey Research archive (methodology era 1) and is no longer actively updated. Everything remains published at its original URL. Browse the archive

Data Pipeline

Archivist

Transforms raw 300+ page documents into a dense 5-10K token dossier through structured extraction. No interpretation—just facts.

Key Principle

Extract, don't interpret. Cheap and re-queryable if analysts need more data.

Recommended Model

Fast model

Cognitive Style

Fast / Lightweight

Pattern-match without second-guessing. Skip the hedge cascade. Call red flags directly. Good for checklist-style tasks.

Inputs

•Raw documents (10-K, transcripts)

Outputs

•dossier.md with key metrics, policies, red flags

All Personas Evidence Ladder