A harness-agnostic skill pipeline that takes a one-line startup idea through a grilled brief, deep research, and every artifact a founder actually needs — each claim traced to a source, each gap named rather than hidden. Published runs below.
Point it at any dataset and metric; it hill-climbs monotonically toward state-of-the-art, every experiment literature-grounded, audit-gated and reproducible, running for days on a commodity laptop.
Runs are demonstration output of the pipeline, not funded companies or shipping products. Proof-of-concept metrics inside a run are founder-reported and reproducible from their source repositories; none are independently verified. Source: github.com/dlmastery/startup-skills