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
SemDecide is a CLI for Unix pipelines and CI that turns text or JSONL into semantic predicates, routes, scores, and filtered streams, with stable exit codes, for shell scripts and automation.
How it uses Jev
Jev makes the semantic judgments: whether text satisfies a predicate, which named option fits, how a rubric level scores, or which JSONL records match. SemDecide wraps these typed decisions with input limits, retries, thresholds, uncertainty margins, JSON schemas, and grep-like exit codes.
Primitives:choicescorenoul
Technique worth stealing
Wrap typed model decisions in Unix-style commands with stable JSON output, thresholds, and distinct exit codes for true, false, uncertain, and provider failure.
Try it
pipx install the v0.2.1 wheel, export TYPESAFE_API_KEY, then pipe text into semdecide is.
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 material0.81
- Shows a System One patternunclear0.42
- Describes handling uncertaintyunclear0.57
- Reports measured numbersunclear0.54
- Is a runnable toolFound in material0.89
- Top-10 learning shortlist signalnot found in the excerpt0.24
- Is a replica of the modelnot found in the excerpt0.11
- Solves a common problem (0–2)score on a 0–2 scale1.97 / 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 20 Sept 2026.