Automated README summary
Automatically summarized from the README on 26 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
An open-source experiment where three AI trading bees trade OKX perpetual futures with simulated money by default, each with its own AI-designed style. Built for developers curious about AI-driven trading; the experiment concluded at -21.4% and is no longer maintained.
How it uses Jev
Jev is one of two selectable decision models (with Gemini 4 Argon). When asked and answering, it picks each bee's move; between paced calls, over the daily spend cap, without a key, or on failure, a deterministic code chooser decides instead. Every order passes through a plain-code risk layer.
Primitives:choice
Technique worth stealing
Paced model calls with a deterministic fallback chooser and a hard-coded risk layer around every order.
Try it
Run `docker compose up -d`, open the server IP, complete Setup, and press Start paper trading.
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 material0.87
- Shows a System One patternnot found in the excerpt0.19
- Describes handling uncertaintynot found in the excerpt0.03
- Reports measured numbersFound in material0.99
- Is a runnable toolunclear0.45
- Top-10 learning shortlist signalnot found in the excerpt0.14
- Is a replica of the modelnot found in the excerpt0.16
- Solves a common problem (0–2)score on a 0–2 scale0.06 / 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 26 Oct 2026.