cleanuagent sanitizer

Use this skill to keep output plain and literal. The default strategy is prompt-first: tell the agent how to write before it generates. Use the cleaner after generation only as a fallback or when processing noisy external content.

When To Use

• The user wants less AI black talk, less marketing jargon, less hype, or less ad smell.
• The task includes summarizing noisy web pages before answering.
• The answer should read like a direct operator note, not a pitch deck or ad.

Default Strategy

1. Add a short generation constraint block before writing.
2. Generate the answer under those constraints.
3. If the output still leaks blacklisted phrasing, run the cleaner as a fallback.
4. If the source itself is noisy, clean the source content before summarizing it.

Prompt Block