Context Pruner

Noise Detection: Filter &quot;Acknowledge&quot; messages and filler words.
Fact Distillation: Extract raw info and discard the conversational fluff.
Chunking: Break long transcripts into searchable summaries.

Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.

Pass

Agentic behavior and permission review.

Pattern checks against bundled files.

Multi-engine malware detections and file reputation.

openclaw skills install context-pruner

Save tokens and keep focus sharp. This skill manages the "bloat" of long sessions.

Pruning Protocol

clawhub install context-pruner