Use when you need to intercept keyboard input from the human temporarily. Examples: "ask the user for approval before running a command", "build a selection menu in the terminal", "capture text input from the user".

Use when you need to operate a full-screen terminal application (TUI) via wsh. Examples: "navigate vim to edit a file", "use lazygit to stage and commit changes", "interact with htop or k9s".

Use when you need to manage sessions across multiple wsh servers in a federated cluster. Examples: "distribute builds across several machines", "create sessions on a specific backend", "monitor health across a cluster of servers", "coordinate work across server boundaries".

Google Suite via uni CLI. Use when user mentions: calendar, events, schedule, meetings, Gmail, email, Drive, files, Sheets, spreadsheet, Docs, documents, Slides, presentations, Forms, surveys, Meet, video call, Tasks, todos, Contacts. Trigger words: calendar, gcal, gmail, email, drive, sheets, docs, slides, forms, meet, tasks, contacts, google. Services: gcal, gmail, gdrive, gsheets, gdocs, gslides, gforms, gmeet, gtasks, gcontacts.

Automatic QA test lifecycle management, naming conventions, and directory structure. Use when creating, organizing, or tracking QA tests to ensure proper naming, directory structure, and status transitions.

Undo git-branchless operations - recover from mistakes interactively

Initialize git-branchless in the current repository from the current branch

SQLMesh patterns for data transformation with column-level lineage and virtual environments. Use when building data pipelines that need advanced features like automatic DAG inference and efficient incremental processing.

dbt (data build tool) patterns for data transformation and analytics engineering. Use when building data models, implementing data quality tests, or managing data transformation pipelines.

Hunt for specific IOCs across your environment. Use when you have a list of IPs, domains, hashes, or URLs from threat intel and want to check if they appear in your SIEM. Systematic searching with enrichment and documentation.

Probe for hardcoded secrets, injection surfaces, unguarded routes, and infrastructure weaknesses across Node, Go, Dart, Java, Python, and Rust codebases. Use when performing security audits, vulnerability scans, secrets detection, or penetration testing.

Weights Biases's UI design system. Use when building interfaces inspired by Weights Biases's aesthetic - light mode, Inter font, 4px grid.

Configures Active Storage for file uploads with variants and direct uploads. Use when adding file uploads, image attachments, document storage, generating thumbnails, or when user mentions Active Storage, file upload, attachments, or image processing.

Triage GitHub bug reports for actionability. Use when evaluating whether a bug issue has sufficient detail and identifying missing information from the reporter.

Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.

Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs and implementation, or performing compliance checks for protocol implementations.

Understand Granola plan limits, usage quotas, and API rate limiting. Use when hitting meeting limits, choosing between plans, or managing Enterprise API rate limits. Trigger: "granola limits", "granola quota", "granola plan", "granola usage", "granola restrictions".

Access Granola meeting data programmatically for developer workflows. Use when reading notes from the local cache, building MCP integrations, extracting action items into code, or syncing meeting outcomes to dev tools. Trigger: "granola dev workflow", "granola MCP", "granola local cache", "granola developer", "granola programmatic".