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Convert files between formats (PDF to text, Markdown to HTML, JSON to CSV, CSV to JSON). Use when asked to convert, transform, or export files to different formats.

Persistent memory with semantic search - store and recall information across sessions. Use when asked to remember something, recall previous discussions, or manage long-term memory. Also use proactively to store important discoveries and compact context.

Install software packages at runtime in the Docker container. Use when a required tool or library is missing, or when asked to install packages.

Query SQLite and PostgreSQL databases. Use when asked to run SQL queries, analyze database data, or explore database tables.

MANDATORY final step. Validates task completion through testing and QA before allowing stop.

Track tasks for the current work session. Use this to break down work into steps and track progress. ALWAYS use this when starting a new task - add items first, then mark them done as you complete them.

Analyze images using vision AI model. Use for UI screenshot verification, understanding downloaded images/assets, reading text from pictures (OCR), or any visual analysis task.

Manage autonomous task completion workflow. Use this at the START of any task that requires building, creating, fixing, or implementing something.

Run vLLM benchmark on dual DGX Spark and record results

Load a model into vLLM on dual DGX Spark

Start DGX Spark containers and Ray cluster for distributed inference

Check status of DGX Spark infrastructure (containers, Ray, vLLM)

Stop vLLM, Ray, and containers on dual DGX Spark

Call local LLM for code generation > 50 lines, boilerplate, tests, or docs. Saves tokens.

Git-based project tracker and knowledge base. Use when user mentions "my projects", "project tracker", "projectz", or wants to track projects, add notes, manage tasks, brainstorm ideas, track goals, or sync work across machines.