Automated README summary
Automatically summarized from the README on 29 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A multiplayer triage dashboard for public GitHub repositories. Issues and PRs sync into Postgres, replicate live to browsers via Rocicorp Zero, and a TypeSafe System One model answers typed questions about each item for maintainers.
How it uses Jev
Jev answers a fixed set of typed questions per issue: kind, severity, urgency, duplicate, and next step. People confirm or correct answers; corrections are kept and shown to the model on later runs. Nothing is written back to GitHub.
Primitives:choicescore
Technique worth stealing
Keep every human correction and feed it back to the model on later runs.
Try it
git clone, cp .env.example .env, set TYPESAFE_API_KEY, vp install, vp run dev
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 material0.89
- Shows a System One patternunclear0.56
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.83
- Top-10 learning shortlist signalunclear0.58
- Is a replica of the modelnot found in the excerpt0.19
- Solves a common problem (0–2)score on a 0–2 scale1.72 / 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 29 Sept 2026.