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CodingYour approval
1You give it a job
2Helps write code
3You review
What It Does
Shortens documents supplied to AI tools while keeping needed information and recording what was removed and how much was saved.
Who It’s For:Builders testing document-heavy LLM workflows with non-sensitive demonstration material.
What You Ask It
“Reduce unnecessary context while keeping the task information”
“Show me the logged context reductions and savings”
What You Get Back
You get reduced context with a log of each reduction and savings you can audit.
What It Won’t Do
It returns Unknown when evidence is insufficient. Its stated scope is demonstrations and non-sensitive work; managed Defense/Fed/IC deployment follows a separate path.
① You ask→
② Works on your task→
③ You review
Free template · creator-made, not Swarm School · check its permissions before adding
Safety and permissionsAccess, approvals and your responsibility
Made and shared by a Grok Bot user, not by Swarm School. Read what it does, then check every permission it asks for.
Not made by Swarm School or xAI. We can’t make any guarantees about it. You’re responsible for its actions. Review permissions; never run unchecked. Read the bot-use terms and how to add a bot safely.
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