Do I need an API key?

No. Every skill is pure Python standard library and runs fully offline — no key, no telemetry, no data upload.

Does my data leave my machine?

No. Scripts run 100% locally. Your store data, listings and customer notes never leave your computer.

Is it licensed for commercial use?

Yes. MIT license — you can use and modify it in your own work, including client work.

Each skill ships a runnable Python script plus a one-command self-test you can run to see it working before you rely on it.

What if it does not work for me?

14-day run guarantee: if a skill does not run in your environment, you get a full refund.

What is Agent Prompt Distiller part of?

Agent Prompt Distiller is one of 11 skills in the 956231 Studio AI Skill Toolkit. Buy it on its own ($39) or get the toolkit.

Home / AI Skill Toolkit / Agent Prompt Distiller

Agent Prompt Distiller

Distill a long system prompt or product description into an executable agent skill with clear capability boundaries, workflow, and verification steps. Use when turning prompt collections into usable skills, splitting one vague agent into several narrow ones, or reducing prompt bloat. It runs 100% on your local machine using Python's standard library — no API key, no telemetry, no data upload — and ships with a one-command self-test. MIT licensed for commercial use.

长 Prompt 蒸馏器

What does Agent Prompt Distiller do?

Who is it for?

Best for shrinking a long system prompt or agent brief into a clean, executable agent skill — useful when an LLM instruction has grown unmaintainable and you want a stable, reviewable prompt instead.

What do I get, and where does it run?

Item	Value
Main script	`prompt_distiller.py`
License	MIT - commercial use and modification allowed
Runs where	100% on your local machine (Python 3, standard library only)
Price	$39 one-time (or get all 11 skills)
Status	Ships with a runnable self-test you can verify yourself

Buy this skill · $39 See all 11 skills

What else do buyers ask?

Do I need an API key?: No. Every skill is pure Python standard library and runs fully offline — no key, no telemetry, no data upload.
Does my data leave my machine?: No. Scripts run 100% locally. Your store data, listings and customer notes never leave your computer.
Is it licensed for commercial use?: Yes. MIT license — you can use and modify it in your own work, including client work.
How do I run it?: Each skill ships a runnable Python script plus a one-command self-test you can run to see it working before you rely on it.
What if it does not work for me?: 14-day run guarantee: if a skill does not run in your environment, you get a full refund.
What is Agent Prompt Distiller part of?: Agent Prompt Distiller is one of 11 skills in the 956231 Studio AI Skill Toolkit. Buy it on its own ($39) or get the toolkit.

See all 11 skills · Back to store