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commit-miner

devanshbatham/commit-miner

Classify Git commits with Jev: change types, bug and security fixes.

Classification & Routing0.50Runner-up: Data Labeling & Curation
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

commit-miner is a Rust CLI that scans Git repositories and classifies commit diffs and messages into change types and candidate security-fix/CWE labels for inspection. It is aimed at developers and security reviewers auditing commit history.

How it uses Jev

Jev classifies each commit's diff and message into change types and candidate security-fix/CWE labels. The README does not specify the exact Jev primitives, state, or how the returned probabilities are consumed in code.

Try it

cargo install --path . --locked, set TYPESAFE_API_KEY, then commit-miner scan . -n 500

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 material0.85
  • Shows a System One patternnot found in the excerpt0.08
  • Describes handling uncertaintynot found in the excerpt0.04
  • Reports measured numbersnot found in the excerpt0.04
  • Is a runnable toolFound in material0.97
  • 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 scale1.77 / 2
  • About JevFound in material0.94
Signals
Jev is core to the project0.85Shows a System One pattern0.08Describes handling uncertainty0.04Reports measured numbers0.04Is a runnable tool0.97Top-10 learning shortlist signal0.19Is a replica of the model0.0800.51Solves a common problem (0–2)1.77 / 2012

no-judgment band (0.40–0.60)

Design patterns

No pattern scored above the reporting threshold.

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.