Automated README summary
Automatically summarized from the README on 16 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A Cloudflare Worker demo of an AI assistant acting inside a fake small-business app. A small model scores every command; when unsure, a larger model takes over under the same rules.
How it uses Jev
The small model picks an action and answers four questions with probabilities. The pure function decide() checks these against fixed thresholds; the first failure stops the command and hands it to a larger model.
Primitives:choicescore
Technique worth stealing
Pure decide() function checks model answers against fixed thresholds in order; first failure stops the command.
Try it
Run the Cloudflare Worker; open the browser UI in public/ to see the loop and nine cards.
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 projectFound in material0.86
- Shows a System One patternFound in material0.87
- Describes handling uncertaintyFound in material0.95
- Reports measured numbersnot found in the excerpt0.18
- Is a runnable toolunclear0.45
- Top-10 learning shortlist signalunclear0.59
- Is a replica of the modelunclear0.55
- Solves a common problem (0–2)score on a 0–2 scale1.65 / 2
- About JevFound in material0.96
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 16 Oct 2026.