Automated README summary
Automatically summarized from the README on 4 Nov 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A Chinese-language awesome list for Jev, TypeSafe AI's non-generative System One model: official docs, SDKs, apps, Agent tools, open-source reimplementations, independent evaluations, plus Chinese onboarding guides and an auto-updated trending table.
How it uses Jev
The list itself does not call Jev; it catalogs projects that do. Per the README, Jev takes a state plus typed questions and returns a choice, a score, or a 0–1 probability with confidence, used directly in code for branching, sorting and routing.
Primitives:choicescorenoul
Technique worth stealing
Replace LLM prompt-and-parse loops with one parallel forward pass over enumerated options, scored by a readout head.
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 material0.68
- Shows a System One patternFound in material0.78
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersFound in material0.65
- Is a runnable toolnot found in the excerpt0.39
- Top-10 learning shortlist signalnot found in the excerpt0.36
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale1.50 / 2
- About JevFound in material0.98
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 4 Nov 2026.