Maintain the Thrylen qEEG clinician portal hosted on Netlify (thrylen.com/qeeg and optionally qeeg.thrylen.com): shared login, patient folders (MM-DD-YYYY-N), versioned file uploads, and authenticated downloads backed by Netlify Blobs. Use when updating portal UI, functions, env vars, blob storage layout, or deployments.
Perform a focused web search and summarize authoritative sources.
Plan a new feature before writing code. Explores the codebase, creates a structured plan with verification criteria, and only implements after approval.
Discover and install useful Claude Code plugins for your project. Recommends based on your tech stack.
Audit and improve CLAUDE.md files. Use when rules aren't working, context is bloated, or after learning a lesson that should become a rule.
Requests approval for a constrained action or change.
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Set up a build/test/lint validation loop for the current project. Detects the tech stack and configures CLAUDE.md with verification commands.
Writing SDK documentation for tldraw. Use when creating new documentation articles, updating existing docs, or when documentation writing guidance is needed. Applies to docs in apps/docs/content/.
Update Nix flake inputs in persops. Use when asked to update flake.lock/inputs, update AI inputs (codex-cli-nix, claude-code-nix, llm-agents), or run full `nix flake update`, then verify with `nix flake check` and commit the update-only changes.
Investigate a codebase question using an isolated subagent. Use when you need to read many files without bloating the main context.
Find, install, and configure an MCP server for a specific service. Handles discovery, installation, and verification.
name: memorylane
Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.
Generate mobile app icons using OpenAI or Gemini image generation. Use when creating iOS icons, Android icons, app icons, or generating icon assets.
Track and evaluate AI predictions over time to assess accuracy. Use when reviewing past predictions to determine if they came true, failed, or remain uncertain.
AWS Prescriptive Guidance for best practices and architectural patterns. Use for AWS architecture recommendations, SageMaker AI endpoints guidance, deployment patterns, and AWS solution architectures.
Sistema de estilos de botones consistentes para iqEngi (Cards, CTAs, Formularios)
Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling
プロジェクト全域の命名規則。ディレクトリ、ファイル、コード内の全ルールを網羅した唯一の正解（SSoT）。