Automated README summary
Automatically summarized from the README on 18 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Gatekeeper Editorial 30X is a TypeScript demo for 30X media and commercial teams: JEV acts as first filter on AI-generated content and Luma sign-ups, routing each item to auto-approve, LLM rewrite, human review, or rejection.
How it uses Jev
JEV answers 12 typed questions per piece in one call (topic, format, relevance, promotional tone, exaggerated promises, unsourced data, brand risk, spam, editorial fit). Code in domain/editorial-policy.ts compares those answers to thresholds and picks the route; each decision shows the triggered rule.
Primitives:choicescorenoul
Technique worth stealing
Keep counting, summing and threshold comparison in code (domain/editorial-policy.ts), never inside a JEV question, so policy thresholds stay editable data.
Try it
Open the live demo at gatekeeper-30x.michaelliendo.com, or run "Revisar contenido de ejemplo" and "Correr 1.000 decisiones" in the app.
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 patternunclear0.56
- Describes handling uncertaintynot found in the excerpt0.08
- Reports measured numbersnot found in the excerpt0.07
- Is a runnable toolunclear0.53
- Top-10 learning shortlist signalnot found in the excerpt0.20
- Is a replica of the modelnot found in the excerpt0.13
- Solves a common problem (0–2)score on a 0–2 scale1.61 / 2
- About JevFound in material0.91
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 18 Oct 2026.