Forcing-function skills for AI agents — validated to improve behavior, not just change it.

Learn what AI writes, not just accept it. A Claude Code skill that turns AI-generated code into educational deep dives.

A Claude Code skill that burns tokens on demand. Stress test, inflate metrics, or just set money on fire.

Stop agents from designing sloppy UI. Inspired by Impeccable, but without the plugin machinery. Just one SKILL.md file.

A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

Install engineering discipline into any AI coding assistant. Composable skills for design, implementation, review, and team standards. Better process, not just better prompts.

Agentic, long-horizon visual generation: a fuzzy story → a cross-model-audited image-based movie. Brings ARIS's research-wiki + multi-agent debate to multimodal generation (intelligence lives in the agent; the diffusion model just renders). Image-based today, video next.