Instructions for mkmeral/containerized-strands-agents, covering project overview, repository structure, build & development commands, install in development mode and install with web ui support.
Break code changes in a pull request by actively finding bugs, edge cases, security holes, and failure modes that the author and reviewer missed. Produce artifacts — failing tests, reproduction scripts, and concrete evidence — that prove something is broken.
Implement tasks defined in GitHub issues using test-driven development. Write code following existing patterns, create comprehensive tests, generate documentation, and create pull requests for review.
Review and refine feature requests in GitHub issues. Identify ambiguities, post clarifying questions, gather missing information, and prepare issues for implementation.
Generate high-quality release notes for software releases. Analyze merged PRs between git references, identify major features and bug fixes, extract code examples, and format into well-structured markdown.
Review code changes in pull requests. Analyze diffs, understand context, and add targeted review comments to improve code quality, maintainability, and adherence to project standards.