Automated README summary
Automatically summarized from the README on 17 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A 30-day paper-trading experiment for individual investors: it snapshots brokerage holdings (IBKR in the author's case) and lets Jev manage a paper copy, comparing untouched, real, and Jev portfolios. No real orders are placed.
How it uses Jev
Every 30 minutes during market hours, due stocks are reviewed. For each, fresh state (price action, market, filtered news, optional SEC filings, position, Jev's last 3 calls) is built and Jev is asked two Choice questions in one call: what to do (sell_all/trim/hold/add/add_more) and when to look again. Code applies policy: act only if probability ≥50%, cash only, max 40% weight, $1 fee.
Primitives:choicenoul
Technique worth stealing
Let the model also decide when to revisit each stock, so review cadence is model-driven rather than fixed.
Try it
Set TYPESAFE_API_KEY, copy holdings.example.json to holdings.json, run uv sync, then uv run python jev_trader.py init and tick --force.
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 material0.71
- Shows a System One patternFound in material0.65
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.06
- Is a runnable toolunclear0.53
- Top-10 learning shortlist signalnot found in the excerpt0.39
- Is a replica of the modelnot found in the excerpt0.04
- Solves a common problem (0–2)score on a 0–2 scale0.06 / 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 17 Oct 2026.