Automated README summary
Automatically summarized from the README on 20 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A GitHub Action that labels new issues and pull requests only when confident, otherwise abstains. For maintainers who want calibrated triage without noisy false positives.
How it uses Jev
Jev answers four typed questions per issue: label (one of your labels or none), spam (yes/no), needs more info (yes/no), duplicate (yes/no). Each returns a probability and confidence; labels are applied only if both clear your thresholds.
Primitives:choicescore
Technique worth stealing
Set thresholds and label descriptions so the model abstains below the line, keeping silence as the default.
Try it
npx hush-triage owner/repo with TYPESAFE_API_KEY set, or use the GitHub Action with apply: false.
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 projectnot found in the excerpt0.23
- Shows a System One patternFound in material0.82
- Describes handling uncertaintyFound in material0.87
- Reports measured numbersunclear0.50
- Is a runnable toolFound in material0.97
- Top-10 learning shortlist signalnot found in the excerpt0.13
- Is a replica of the modelnot found in the excerpt0.25
- Solves a common problem (0–2)score on a 0–2 scale1.91 / 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 20 Sept 2026.