Automated README summary
Automatically summarized from the README on 31 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A curated awesome list of public projects and developer patterns built on Jev, TypeSafe AI's System One model for typed decisions. It aggregates entries across categories like classification, routing, verification, and agent decisions, aiming to surface production validation and transferable decision architectures for developers.
How it uses Jev
The README describes Jev as taking unstructured state plus a typed question and returning a typed decision (choice, score, or boolean) with a confidence rating. It lists projects where Jev handles classification, infrastructure routing, rubric scoring, verification gates, and agent guardrails, but does not show code-level usage for any entry.
Primitives:choicescorenoul
Technique worth stealing
Curation criteria separate production-validated Jev usage from unproven scaffolds, emphasizing runnable checks and traceable numbers.
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.14.0- Project signals
jev-1.14.0- Category
jev-1.14.0- Pattern tags
jev-1.14.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectFound in material0.67
- Shows a System One patternnot found in the excerpt0.06
- Describes handling uncertaintynot found in the excerpt0.03
- Reports measured numbersnot found in the excerpt0.02
- Is a runnable toolnot found in the excerpt0.25
- Top-10 learning shortlist signalnot found in the excerpt0.12
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale1.00 / 2
- About JevFound in material0.94
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 31 Oct 2026.