icoxfog417

Manage a PyPI release — bump version, create git tag, and create a GitHub release with auto-generated notes. Use when publishing a new version.

Run an end-to-end developer experience test of three-stars. Installs, inits, deploys, updates, and destroys a project in .sandbox/, then produces a structured DX report.

Investigate a technical question using the sandbox verification workflow. Creates sandbox experiments, tests approaches, and documents findings in implementation_qa.md.

Generate a kickoff briefing with full context for starting work on a sprint unit or task. Use when beginning work on a unit, task, or feature.

Create a change proposal document before modifying spec files. Use when making significant changes to requirements, design, or tasks.

Analyze current sprint status, identify parallel work opportunities, and coordinate task dependencies. Use when starting sprint work, checking what can be worked on simultaneously, or reviewing progress.

Amplify Gen2 patterns and conventions for this project. Use when creating Lambda functions, modifying backend.ts, updating data schema, or working with S3 storage. Reference this for consistent code structure.

Create properly formatted proposal documents in spec/proposals/. Use when making significant changes to requirements, design, or tasks. Triggers on "create proposal", "document change", "propose feature", or when changes need formal documentation.

Enable parallel work by analyzing sprint structure, task dependencies, and project context. Use when starting work on a sprint, coordinating parallel tasks, understanding what can be worked on simultaneously, or checking for conflicts between work units.

Generate context and setup for starting work on any sprint unit. Use when the user says "start Unit X", "kick off", "begin work on", "set up for", or wants to quickly onboard to a specific task.