Automated README summary
Automatically summarized from the README on 27 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A local MCP tool for Codex that searches a workspace and returns short, exact, cited excerpts instead of large raw logs, for developers investigating noisy logs.
How it uses Jev
Jev is not used by default. The default selector is deterministic and needs no Jev account, API key, or local model. Optional Laya (Jev-compatible) may reorder large candidate sets; the result states which selector was used.
Technique worth stealing
Select exact cited evidence before it enters context, keeping the continuing Codex session's model and reasoning effort.
Try it
npm ci; node scripts/install.mjs --root /absolute/workspace --dry-run; then install without --dry-run.
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 material0.65
- Shows a System One patternFound in material0.81
- Describes handling uncertaintyFound in material0.73
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.82
- Top-10 learning shortlist signalunclear0.41
- Is a replica of the modelnot found in the excerpt0.11
- Solves a common problem (0–2)score on a 0–2 scale1.16 / 2
- About JevFound in material0.89
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 27 Sept 2026.