Utility agents

The content chain that feeds the build. See how they connect in the Agent pipeline.

/mira-extract

The context extractor. Reads a linked source from mira.config.json (project folder, PDF, LaTeX or text) and produces a structured briefing that feeds the planner. First link in the chain.

/mira-planner

Content planner. Analyzes a chapter's content (LaTeX, PDF or text) and produces a detailed slide plan before any visual assembly — how many slides, what each one covers, the structure — and waits for approval.

/mira-copywriter

Refines slide copy and specifies images, bringing the text down to slide altitude (short, punchy, presentable) rather than paragraph altitude.

/mira-validator

Analyzes the generated HTML and validates visual, structural and asset conformance — a final quality report. Run it after a build, or to diagnose an existing deck.