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beat-the-reviewer

Ash20pk/beat-the-reviewer · Homepage

Ten approvals to win, judged by a probability, not a sentence.

Verification & Guardrails0.76Runner-up: Evaluation & Benchmarking
Automated README summary

Automatically summarized from the README on 20 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

A game where you write pull request bodies to convince a reviewer to approve ten risky production requests. For developers who want to practice precise, scoped arguments under a probabilistic gate.

How it uses Jev

Each level is a typed judgement rule: a deterministic gate, a question, and a threshold. The question goes to jev-1.13.0, which returns a probability. The threshold turns that number into APPROVED or REFUSED. The verdict and number appear in the PR comments.

Primitives:score

Technique worth stealing

Pinning the model version and hashing the question so thresholds as fine as 0.25 cannot silently retune.

Try it

Use the GitHub template, clone your copy, create a branch named level-01, and open a pull request with your request in the body.

View on GitHub

Start using Jev: API key and your first request →

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 material0.91
  • Shows a System One patternFound in material0.73
  • Describes handling uncertaintyunclear0.48
  • Reports measured numbersunclear0.52
  • Is a runnable toolunclear0.53
  • Top-10 learning shortlist signalnot found in the excerpt0.39
  • Is a replica of the modelnot found in the excerpt0.17
  • Solves a common problem (0–2)score on a 0–2 scale1.68 / 2
  • About JevFound in material0.89
Signals
Jev is core to the project0.91Shows a System One pattern0.73Describes handling uncertainty0.48Reports measured numbers0.52Is a runnable tool0.53Top-10 learning shortlist signal0.39Is a replica of the model0.1700.51Solves a common problem (0–2)1.68 / 2012

no-judgment band (0.40–0.60)

Design patterns
Question bank0.66Viewfinder0.48Funnel0.3500.51

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 20 Sept 2026.