Automated README summary
Automatically summarized from the README on 10 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
IntentSQL turns plain English questions about a SQLite database into deterministic SQL by making small Jev decisions instead of generating SQL. It is for users who want to see and verify every step.
How it uses Jev
Jev answers multiple-choice questions about which column, filter, grouping, sort, or join the user meant. Code builds all options, Jev picks in one parallel round, and the answers are assembled into a typed plan that compiles to parameterized SQLite.
Primitives:choice
Technique worth stealing
Code proposes all reasonable options; Jev chooses among them; code builds the SQL.
Try it
pip install . && intent-sql serve
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 material0.90
- Shows a System One patternFound in material0.87
- Describes handling uncertaintyunclear0.48
- Reports measured numbersFound in material0.88
- Is a runnable toolunclear0.42
- Top-10 learning shortlist signalunclear0.55
- Is a replica of the modelnot found in the excerpt0.06
- Solves a common problem (0–2)score on a 0–2 scale1.06 / 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 10 Oct 2026.