Automated README summary
Automatically summarized from the README on 13 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
reflexui is a TypeScript monorepo for adaptive UI surfaces. It ranks, gates, and picks among pre-existing cards, alerts, and suggestions using a System One model, while a policy layer in code applies thresholds and stability rules.
How it uses Jev
Jev answers typed questions: relevance Score per card and focus, and Noul per alert. The results are composed with thresholds, hysteresis, max swaps, and fallback. The decision is applied immediately if within 300 ms, otherwise on the next visit.
Primitives:scorenoul
Technique worth stealing
Use a System One model to rank and gate pre-existing items, with a policy layer for stability and fallback.
Try it
pnpm add @reflexui-jev/core @reflexui-jev/providers, then run the quick start example with mockDecider or typesafeDecider.
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 material0.87
- Shows a System One patternunclear0.45
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.93
- Top-10 learning shortlist signalnot found in the excerpt0.21
- Is a replica of the modelnot found in the excerpt0.11
- Solves a common problem (0–2)score on a 0–2 scale1.31 / 2
- About JevFound in material0.97
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 13 Oct 2026.