Automated README summary
Automatically summarized from the README on 27 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Job Scout reads job boards of 150+ Australian employers and searches the web for roles, then has the JEV scoring service rate each against your profile. It emails or shows a shortlist of best new matches with fit notes, for non-technical job seekers.
How it uses Jev
JEV rates each role 0–100 on seven questions: experience match, target fit, enjoyment, practicality, what you want, growth and impact. Job Scout combines them using user-agreed weights in config.json. Five yes/no checks drop failing roles; roles scoring 65%+ and unseen make the shortlist.
Primitives:score
Technique worth stealing
Combine seven JEV score questions with user-defined weights, then filter by yes/no checks and a 65% threshold.
Try it
Follow SETUP.md; then run python3 job_scout.py check and python3 job_scout.py 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-1.14.0- Project signals
jev-1.14.0- Category
jev-1.14.0- Pattern tags
jev-1.14.0
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 material0.76
- Shows a System One patternnot found in the excerpt0.09
- Describes handling uncertaintynot found in the excerpt0.03
- Reports measured numbersnot found in the excerpt0.07
- Is a runnable toolFound in material0.96
- Top-10 learning shortlist signalnot found in the excerpt0.15
- Is a replica of the modelnot found in the excerpt0.02
- Solves a common problem (0–2)score on a 0–2 scale0.97 / 2
- About JevFound in material0.99
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 Oct 2026.