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
lintent checks code against rules written in plain language. Tree-sitter splits each file into classes, methods and functions, and each scope is judged by a model for every applicable rule. It targets invariants that cannot be stated over syntax.
How it uses Jev
Jev is served through OpenRouter's System One API (POST /api/v1/systemone, model typesafe/jev-1.13). Each tree-sitter scope is submitted once per applicable rule; Jev answers pass, fail or skip with a confidence. A confident fail becomes a finding printed with the rule's why and fix.
Primitives:choice
Technique worth stealing
Scope files with tree-sitter, then ask a model one typed question per rule per scope, and only treat confident fails as findings.
Try it
lintent check --changed; lintent eval; lintent scopes --rule
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 material0.72
- Shows a System One patternunclear0.54
- Describes handling uncertaintynot found in the excerpt0.11
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.89
- Top-10 learning shortlist signalunclear0.46
- Is a replica of the modelnot found in the excerpt0.03
- Solves a common problem (0–2)score on a 0–2 scale1.58 / 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.