Skheiller

Convert plain-language concepts into ManimCE scene plans, runnable code, preview renders, and final export commands. Use when a user provides narration, bullet points, or storyboard notes and wants end-to-end ManimCE output. Do not use for ManimGL/manimlib codebases.

Research-backed quality framework for creating and upgrading SKILL.md-based agent capabilities. Use when designing new skills, auditing existing skills, reducing context bloat, improving trigger precision, adding safe tool boundaries, or migrating skills across Codex, Claude Code, and Copilot-style environments.