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Productivity

Smart search with BM25 ranking. Queries the graph index first for relevance-ranked results, then falls back to grep for full-text content search. Supports filters like type, status, priority, and backlinks, plus shortcuts. Best for quickly finding notes in large Obsidian vaults.

Development

Reviews Go packages for concurrency safety, error handling, idiomatic design, and performance.

Data & AI

AI model registry with metadata management, HuggingFace enrichment, TensorZero config export, and GPU deployment tracking.

Development

Write Python docstrings following the Google Python Style Guide, using clear sections and examples.

Development

Defines container directories that provide automatic inheritance for child rooms without being navigable, inspired by OpenLaszlo's <node>.

Documentation

Investigate a question using primary sources and record findings as a Markdown file, citing each source. Delegate research to a background agent.

Development

Produce a structured markdown plan document with progress tracking and status emojis.

Content

Read a blog post, draft or revise social media copy for X, LinkedIn, Bluesky in frontmatter, and loop with self-critique until it passes review.

Development

Creates a PR after verifying all checks pass. Handles the full ship workflow: verify, push, create PR.

Testing

Systematically test a web app, fix bugs found, and verify each fix. Produces a quality report with before/after scores.

Development

Automate tmux windows via MCP tools: create windows, send commands, capture output, and manage processes for background tasks, interactive debugging, and server monitoring.

Productivity

Use the "workon" command with a ticket ID to create or checkout a branch for a ClickUp ticket. After the branch is ready, it automatically retrieves ticket context (title, description, acceptance criteria) to help you understand the task. Helpful when starting work on a new ClickUp ticket.