pwittchen

Check each provider for newly released models, compare against the supported set, add any missing ones, and update the per-provider docs and website accordingly

Update README.md, CLAUDE.md, the docs/ tree (ARCH.md, INSTALL.md, USAGE.md, CONFIG.md, PROVIDERS.md, TOOLS.md, EXTENSIONS.md, CODING_AGENT.md, SERVER.md), and the website (website/index.html, website/terminal.html, website/server.html, website/desktop.html) to match the current project state

Write a small, self-contained, locally executable code snippet — bash or python by default.

Connect a Model Context Protocol server to aictl by adding an entry to ~/.aictl/mcp.json. Walks the user through command, args, env, and timeout, then merges the new server into the existing config without disturbing other entries.

Add a lifecycle hook to ~/.aictl/hooks.json. Walks the user through choosing the right event, matcher, command, and timeout, then merges the new entry into the existing config without disturbing other hooks.

Review staged/unstaged changes for correctness, security, and style.

Locate the root cause of a stack trace, panic, or compiler error.

Condense long documents, articles, or URLs into TL;DR + bullets.

Answer questions about kite spots, weather forecasts, and live wind conditions from varun.surf by fetching its public LLM-friendly Markdown endpoints (llms.txt). Use when the user asks about a specific kite spot, current wind conditions, hourly/daily forecasts, or wants to compare spots/countries covered by varun.surf.

Stage and commit current changes with a well-crafted commit message following project conventions

Explain data flows, features, and code paths in the varun.surf application with visual diagrams and step-by-step breakdowns

Verify architecture health including layer violations, circular dependencies, package structure, and design pattern compliance

Quick security audit checking for hardcoded secrets, SSRF vectors, injection points, dependency issues, and missing security headers

Find concurrency issues including race conditions, deadlocks, unsafe shared state, and improper synchronization

Analyze Gradle dependencies for outdated versions, known CVEs, unnecessary transitive dependencies, and version conflicts

Find error handling gaps including swallowed exceptions, missing handlers, inconsistent error responses, and reactive error handling issues

Control the Spotify desktop app on macOS via the `spotifycli` command. Use when the user wants to play, pause, skip, restart, or query the currently playing track on Spotify; activate or quit the Spotify app; or check whether Spotify is running. macOS only — requires the Spotify desktop app and `spotifycli` installed in PATH (`make install` from the spotify-cli-macos repo).

Translate natural-language audio-processing requests into a `demix` CLI invocation. Use whenever the user describes what they want to do with a song (download it from YouTube, cut a segment, slow it down, change its key, separate vocals/stems, etc.) rather than giving explicit flags. Works on local files, YouTube URLs, and text search queries.

Manage mikr.us VPS servers via the `mikrus` CLI — show info/stats/ports, restart, view logs, execute remote commands, manage databases and domains, and SSH into the server. Use whenever the user asks to check, inspect, restart, or operate on their mikr.us VPS.