Argue against proposed actions to test judgment quality. Not "is the code correct" but "should we be doing this at all?" Aligned with robustness, not performance.
Orchestrate Claude Code agent teams for parallel multi-agent collaboration
Learn and integrate new APIs, creating permanent skills for external service access.
Create and update CHANGELOG.md with entries that include AI model/CLI attribution, PRD context, and task references.
Audit decisions for judgment quality, compliance bias, and manipulation vulnerability. Inspired by Anthropic's Project Vend Phase 2 finding that helpfulness training creates exploitable attack surface.
Extract visual style from reference UI screenshot and codify into reusable design system.
Build or update frontend components and pages that strictly adhere to the project design system defined in design/design-system.json (and design/design.json when present).
Orchestrate PRD creation, task generation, and gated task processing with user confirmations between phases.