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Development

Automates Nix package and configuration management following Determinate Systems best practices. Handles adding, updating, and removing packages in a flake-based setup, with instructions for maintenance tasks like flake updates and profile upgrades.

Productivity

Displays project progress statistics including task counts by status, completion percentage, and number of learnings and decisions. Useful when you need a quick overview of project status or want to check completion rates.

Documentation

Generates API documentation, README files, and updates docstrings. Follows standards like Google, NumPy, or Sphinx. Helpful for maintaining clear, concise, and up-to-date code documentation.

DevOps

Assists with defining and managing cloud infrastructure using Pulumi with TypeScript, Python, Go, or C#. Use when provisioning AWS, GCP, Azure, or Kubernetes resources with real programming languages instead of HCL. Supports 150+ cloud providers and enables reusable, testable infrastructure components.

Productivity

Generates a deal-specific competitive battlecard against a named competitor by combining deal context, web research, and historical meeting intelligence. Produces actionable sales ammunition including competitor overview, strength/weakness comparison, objection responses, win themes, and evidence confidence. Best used when a sales rep needs head-to-head positioning to win a specific deal.

Content

Enables browsing Reddit, submitting posts, commenting, voting, and managing your inbox. Useful for interacting with Reddit from the command line, with mandatory confirmation before any posting.

Documentation

Reads and analyzes technical documentation via URL or search, providing a structured summary of key points and practical examples.

Data & AI

Reads documents and splits them into manageable chunks based on line count, character size, markdown sections, or paragraphs. Supports overlapping chunks to maintain context. Useful for processing large files, analysis, or transfer tasks.

Development

Produces a concrete frontend design specification from a feature requirement, mapping it to design system components, theme tokens, and brand language. Helps when starting a new UI feature or visual refresh, increasing confidence in subsequent planning steps.

Education & Training

Talk to your Garmin data naturally. Extract health and fitness data from Garmin Connect including activities, sleep, heart rate, and training metrics.

Documentation

Provides commands to initialize and maintain a standardized documentation structure. Supports creating feature specs, architecture docs, changelogs, roadmaps, guides, and task tracking documents with validation for headers. Useful for teams needing consistent documentation practices.

Development

Helps migrate LLM training code from frameworks like verl, TRL, or OpenRLHF to MinT. Maps source framework concepts to MinT equivalents, provides before/after code examples, and highlights key differences such as distributed training handling and loss functions. Useful for developers adopting MinT for reinforcement learning or fine-tuning workflows.