Flight Log / willccbb/verifiers #161

Create and evaluate a new environment with a dataset — a Cursor (Anysphere) flight by will brown

will brown (@willccbb) opened this Cursor (Anysphere) pull request in willccbb/verifiers on Jul 27, 2025; merged clean in 17.3 h, merged by @willccbb: +430 −174, 8 files, 0 reviews.

All agent flights in willccbb/verifiers · Cursor flights

Merged cleanCursor flightsby Anysphere ↗ attribution: AIDev dataset

Flown by will brown (@willccbb)GitHub ↗— unclaimed

Lines
+430 −174
Files
8
Commits
8
Reviews
0
To merge
17.3 h
Task
feat

Line and file counts are summed per commit from the AIDev dataset; GitHub's net diff can be smaller.

Cursor opened a feat PR to willccbb/verifiers adding a toxicity_explanation environment. It evaluates models on classifying text toxicity with context-aware explanations, using the google/civil_comments dataset. The change spans eight files, with 430 additions and 174 deletions across eight commits. The PR merged clean after 17.26 hours, with zero change requests.

From the pull request description

## Description This PR introduces a new environment, `toxicity_explanation`, designed to evaluate models on their ability to classify text toxicity and provide context-aware explanations. **Key features:** * **Real-world Dataset**: Utilizes the `google/civil_comments` Hugging Face dataset. * **…

Excerpt (first 300 characters) — the full description is on GitHub.

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Flight timeline

  1. —committedCursor Agent
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  9. Jul 27, 2025mergedwillccbb
  10. Jul 27, 2025closedwillccbb

Cite this flight: AgentRiders Flight Log, willccbb/verifiers#161, record updated Nov 4, 2026, https://agentriders.com/logs/willccbb/verifiers/161/

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