Automated README summary
Automatically summarized from the README on 15 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A TypeScript web app that turns uploaded or sample photos into shareable memes. It shows each photo to Jev, prints the returned confidence number on the image, and lets users post, save, or copy the result.
How it uses Jev
Jev scores each photo against a yes/no question, returning a 0–1 number. In Two pics and Lineup each photo is scored independently; Many Qs asks up to four questions about one photo; Find it uses a Jev 1.14 box question. Results are rendered onto the meme.
Primitives:choicescore
Technique worth stealing
Hash the meme id from its inputs so the same meme is never scored twice.
Try it
npm install, set TYPESAFE_AI_API_KEY and BLOB_READ_WRITE_TOKEN in .env.local, then npm 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 material0.91
- Shows a System One patternFound in material0.72
- Describes handling uncertaintynot found in the excerpt0.04
- Reports measured numbersnot found in the excerpt0.07
- Is a runnable toolFound in material0.76
- Top-10 learning shortlist signalnot found in the excerpt0.38
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale0.01 / 2
- About JevFound in material0.98
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 15 Oct 2026.