Automated README summary
Automatically summarized from the README on 18 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
INployed is a Windows desktop app with a cloud pipeline that collects job postings, ranks them against your background, tailors a one-page LaTeX résumé from your own facts, and fills and submits queued applications.
How it uses Jev
Jev makes the yes-or-no calls in scoring, tailoring and auto-apply. In auto-apply it reads each page; code fills fields from the apply sheet and saved answers, and the submit gate decides whether to send.
Primitives:choice
Technique worth stealing
A deterministic grounding gate (no LLM) drops any résumé bullet that doesn't trace to a fact in the experience file.
Try it
Double-click Open INployed Dashboard.cmd after the README's venv and setup steps.
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 projectnot found in the excerpt0.09
- Shows a System One patternFound in material0.71
- Describes handling uncertaintynot found in the excerpt0.05
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.94
- Top-10 learning shortlist signalnot found in the excerpt0.19
- Is a replica of the modelnot found in the excerpt0.08
- Solves a common problem (0–2)score on a 0–2 scale1.03 / 2
- About JevFound in material0.85
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 18 Oct 2026.