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Data & AI

Executes deep research automatically: exploration, verification, and report generation.

Development

Routes audit requests to the right /nitpicker command. Use to run hostile audit commands or ask what audit commands are available.

Development

Writes a structured change proposal (proposal.md) with Why/What/Impact and Debate Packet, serving as the entry point for subsequent Design/Spec/Plan. For design decisions, presents options to the user. Used when the user asks for a proposal, reason for change, impact analysis, or refactoring proposal.

Development

Design system reference for the Devkit Vue stack (Vuetify 4 + custom theme helpers). Used for styling, layout, and visual verification.

Data & AI

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Data & AI

Perform deep research with one command: explore, verify, and generate a report.

Content

Export any text content as a downloadable PDF file. Use when the user asks to save or download content as a PDF.

Documentation

Align a technical document with the actual code implementation and correct drift.

Documentation

Manage the creation and update of Architecture Decision Records for the ABIOGENESIS project. Helps document significant technical decisions like framework adoption, database choices, and major refactoring to maintain a clear architectural history.

Data & AI

Downloads ledger transactions from the Cloverleaf property management portal using Playwright browser automation.

Development

Implement production-ready async SQLAlchemy 2.0+ patterns in FastAPI with proper session management, migrations, and performance optimization.

Documentation

Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.