Automated README summary
Automatically summarized from the README on 20 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A Delphi client for System One models (Jev, tev1, nimble on Ollama) that answers typed questions about text with values, probabilities and confidence, for routing, triage and classification without parsing prose.
How it uses Jev
Code calls ISystemOneClient.Ask with a state text and typed questions (Choice, Score, Noul). TSystemOneClient sends them to the System One API (Jev or Ollama) and returns TSOResponse with label, score, probabilities and confidence, used to compare against thresholds.
Primitives:choicescorenoul
Technique worth stealing
Ask typed questions (choice, score, noul) instead of generating text, then act on the returned probability and confidence.
Try it
Copy sources\SystemOne.Client.pas into your project; for local use run ollama pull tev1:4b and point TSystemOneClient at http://localhost:11434.
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-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
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 projectunclear0.53
- Shows a System One patternunclear0.54
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.16
- Is a runnable toolFound in material0.93
- Top-10 learning shortlist signalnot found in the excerpt0.26
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale1.02 / 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 20 Oct 2026.