launch-run

Launch Castform training runs after validation, upload, and argument checks.

49|3|Updated Jun 27, 2025
One-click install
npx skills add https://github.com/castform-ai/benchmax --skill launch-run
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: launch-run
Source: https://github.com/castform-ai/benchmax/tree/main/src/benchmax/cli/scaffold/skills/launch-run
Command: npx skills add https://github.com/castform-ai/benchmax --skill launch-run

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes the guesswork and risk from starting a Castform training job by guiding you through the final launch step only after validation is complete.

Core Features & Use Cases

  • Validated Launch Flow: Runs the pre-flight checks before uploading environments and datasets and then launches the training run.
  • Live Argument Discovery: Helps you inspect the current server-defined launch arguments so you can set only accepted keys.
  • Guardrailed Run Setup: Supports common launch scenarios such as first model runs, CPU smoke tests, and multi-turn training configuration without sending invalid server-controlled fields.

Quick Start

Ask me to launch a Castform training run for your chosen model only after validation has passed.

Frequently Asked Questions about launch-run

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I safely launch a Castform training run after validation?

To safely launch a Castform training run, you must complete pre-flight validation, upload environments and datasets, and perform argument checks to reject unknown keys before starting the job.

What is the validate-then-launch workflow for GPU training?

The validate-then-launch workflow requires running pre-flight checks and uploading datasets before starting a GPU training run, ensuring server-controlled fields are protected and applying GPU cost warnings.

Can I run a CPU smoke test before committing to a full GPU training launch?

Yes, you can run a CPU smoke test to verify your setup. This launch flow supports CPU smoke tests alongside standard GPU training launches to ensure safe run configuration.

How do I discover valid launch arguments and reject unknown keys for a training run?

You can inspect current server-defined launch arguments through live argument discovery, which allows you to set only accepted keys and automatically rejects unknown keys to protect server-controlled fields.

Why does my training launch fail when sending server-controlled fields?

Your training launch fails because the validated launch flow requires rejecting unknown keys and protecting server-controlled fields to prevent invalid configurations from reaching the server.