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Bug Reproduction Agent: Minimize Steps to Reproduce
Create an agent that turns bug reports into minimal reproducible cases, adds regression tests, and proposes fixes. Include a triage rubric and severity mapping.
Tags:
bugfix,
repro,
minimization,
regression-tests,
triage
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Accessibility & Ethics Checks
ChatGPT audits a11y and content guidelines; Cursor adds lint rules/tests; Antigravity runs automated a11y scans and opens issues with repro steps. Include skip/exception policy.
Tags:
a11y,
ethics,
quality,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: responsible-engineering | Model: gpt-4o
No image available
Reproducible Research with Containers
You are a research TA. Create a template for containerized experiments using Docker and Makefiles. Include dependency pinning, random seed policy, and artifact logging. Provide a repro checklist.
Tags:
reproducibility,
Docker,
research,
Makefile,
seeds
Author: Assistant
Category: education | Model: gpt-4o
No image available
Post-Release Sentiment & Bugs
Within 24h after releasing {{version}}, aggregate: bug reports, crash logs, CS tickets, social/dev forums. Provide top 5 issues, severity, repro notes, and a 3-step hotfix plan.
Tags:
engineering;product;release;timely;quality
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
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