Skill Distiller (One-Liner)v0.2.1

An enterprise deploying multiple AI agents for customer support needs to minimize token usage. The skill distills agent instructions into a compressed one-liner format, freeing up context for conversation history and enabling higher throughput with limited token budgets.

AI developers iterating on skills for a personal assistant can use the distiller to create minimal viable versions (~100 tokens) for quick testing. This reduces iteration time and allows more skills to be loaded simultaneously without exceeding context limits.

On-device AI assistants with constrained memory (e.g., smartphones, IoT) benefit from compressed skill representations. The distiller produces a ~100-token skill that retains essential functionality for basic tasks while leaving room for other processes.

A platform hosting a marketplace of AI skills needs to standardize token usage across contributors. The distiller serves as a tool to automatically compress user-submitted skills to a predictable size, improving system reliability and cost predictability.

Offer a free tier for basic skill distillation (e.g., 100 tokens/month) and premium plans for higher volumes or advanced compression features. Users pay per compression operation or subscription.

Provide a dedicated API endpoint for skill distillation that developers integrate into their CI/CD pipelines. Charged per API call with tiered pricing based on throughput or token volume.

License the distillation technology to companies building no-code AI agent builders. The tool is embedded as a built-in feature, with licensing fees based on number of agents or active users.