Automated README summary
Automatically summarized from the README on 3 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
FinePrint is a web app for anyone facing terms of service, leases, or offer letters. It splits the text into up to 25 clauses, scores each for risk, and shows a redlined view with a document risk gauge and a 'read these 3 first' list.
How it uses Jev
For each clause, Jev answers nine typed questions: seven booleans for risk categories (auto-renewal, data sharing, arbitration, one-sided changes, fees, liability caps, IP rights), a score for aggressiveness, and a boolean for notice. Jev returns numbers only; FinePrint turns them into risk tints, flags, and a gauge.
Primitives:choicescore
Technique worth stealing
Use typed questions to get calibrated probabilities, then compute all explanations in code from the numbers.
Try it
npm install, cp .env.example .env.local, add keys, 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 material0.93
- Shows a System One patternFound in material0.80
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.06
- Is a runnable toolFound in material0.75
- Top-10 learning shortlist signalnot found in the excerpt0.38
- Is a replica of the modelnot found in the excerpt0.08
- Solves a common problem (0–2)score on a 0–2 scale1.04 / 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 3 Oct 2026.