Productivity

Manages ML experiment tracking with MLflow, Weights & Biases, or SpecWeave's built-in tracking. Activates for "track experiments", "MLflow", "wandb", "experiment logging", "compare experiments", "hyperparameter tracking". Automatically configures tracking tools to log to SpecWeave increment folders, ensuring all experiments are documented and reproducible. Integrates with SpecWeave's living docs for persistent experiment knowledge.

Apple Calendar.app integration for macOS. CRUD operations for events, search, and multi-calendar support.

Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

Test-Driven Development discovery hub that detects TDD intent and guides the red-green-refactor cycle. Use when wanting to write tests first, implement TDD workflow, or learn test-first development practices. Routes to appropriate TDD commands (/sw:tdd-red, /sw:tdd-green, /sw:tdd-refactor).

Chrome DevTools Protocol, extension Manifest V3, and debugging patterns that prevent common automation failures.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

Capture and automate macOS UI with the Peekaboo CLI.

Capture and automate macOS UI with the Peekaboo CLI.

Self-healing backup and update system with intelligent rollback. Protects against failed updates by automatically monitoring system health post-update and recovering from backups when needed. Features canary deployment testing, health baselines, smart rollback, and 24/7 automated monitoring. Use when performing critical system updates, managing production deployments, or ensuring high availability of services. Prevents downtime through pre-flight checks, integrity verification, and automatic recovery workflows.

Meta-skill that orchestrates the full API development lifecycle — from design through documentation — by coordinating specialized skills, agents, and commands into a seamless build workflow.

Complete workflow for project documentation including ADRs, PRDs, personas, and docs organization. Use when setting up documentation for a new project or improving existing docs. Triggers on project documentation, ADR, PRD, personas, docs structure, documentation setup.

JIRA integration specialist for SpecWeave increments with epic creation, bidirectional sync, and status updates. Use when creating JIRA issues, syncing task completion, or maintaining cross-system consistency. Covers epics, stories, subtasks, boards, and sprints.