text-generation

What problem does it solve?

This Skill eliminates uncoordinated, costly text generation calls that bypass core agent reasoning and pipeline guardrails in video production workflows, ensuring text generation is only used for appropriate bounded sub-tasks.

Core Features & Use Cases

• Provider Routing & Setup: Guides configuration for Qwen (DashScope) and MiniMax text generation tools, including API key setup and regional host selection.
• Model Selection & Cost Discipline: Provides rules for choosing the right model for drafts versus final polish, and enforces narrow, cost-effective prompting practices.
• Boundary Enforcement: Prevents misuse of text generation tools to bypass pipeline stages, artifact schemas, reviewer skills, or human approval gates.
• Use Case: When producing a marketing video, use this Skill to generate 3 translation variants for a 2-minute script, persist the outputs to the project's artifacts folder, and track associated API costs without disrupting the core production workflow.

Quick Start

Use the text-generation skill to polish the draft script stored at projects/marketing-video/artifacts/script-draft.md and save the polished output to projects/marketing-video/artifacts/script-final.md.