Deploy, debug, and monitor Modal serverless apps through the Modal CLI.
npx skills add https://github.com/Claudfather/clauDNA --skill modal-claudfather
Please help me install this Agent Skill. Skill: modal Source: https://github.com/Claudfather/clauDNA/tree/main/skills/modal Command: npx skills add https://github.com/Claudfather/clauDNA --skill modal-claudfather
modal deploy. - Log Streaming & Debugging: Fetches app and container logs, executes diagnostic commands inside containers (nvidia-smi, py-spy), and helps investigate GPU OOM, heartbeat timeouts, and cold starts. - Workspace Dashboard: Surfaces apps, containers, secrets, volumes, and environments in a single read-only status view. - Use Case: After editing a Modal app file, ask to deploy it — the skill verifies authentication, summarizes what will change, waits for your confirmation, deploys with log streaming, then health-checks endpoints and reviews post-deploy logs. ## Quick Start Ask the assistant to deploy your Modal app, stream its logs, or show the workspace status, for example: deploy my Modal app to production.High-intent search queries and answers about installing and using this skill.
Run the deploy mode, which checks git state and syntax, shows a pre-deploy summary, and asks for confirmation before running modal deploy with --stream-logs. It then health-checks endpoints and reviews post-deploy logs for errors.
Use modal app logs <app-name> for app-level logs or modal container logs <container-id> for a specific container, optionally with --timestamps. For deeper debugging, exec into containers with nvidia-smi or py-spy, or open an interactive shell with modal shell.
You need the Modal CLI installed via pip install modal and an authenticated session. Verify with modal --version and modal token info; authenticate with modal token new or modal token set for headless environments.
Common causes are GPU out-of-memory kills and heartbeat timeouts from a blocked GIL. Check GPU usage with modal container exec <id> -- nvidia-smi and profile the main process with py-spy dump --pid 1 inside a container shell.
Yes, use modal app rollback <app-name> <version> to revert to a previous version, available on Team and Enterprise plans. Use modal app history <app-name> --json to find the target version number first.
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