Treat
Skill Verified ActivePrune bloated session with a prescription. Removes progress ticks, stale reads, duplicate content, and more.
To significantly reduce the token count and size of LLM sessions, making API calls more efficient and cost-effective, while preserving essential context and conversation integrity.
Features
- 18 composable pruning strategies
- Continuous session protection via guard daemon
- Behavioral digest for persisting corrections
- Agent Teams state protection
- Token-aware diagnostics and context window auto-detection
- Multiple installation methods (pip, pipx, Homebrew, Nix)
Use Cases
- Reducing API costs by minimizing token usage in long LLM sessions
- Preventing context loss and coordination issues in Agent Teams
- Diagnosing and fixing session corruption or performance issues
- Maintaining lean and efficient LLM sessions for developers
Non-Goals
- Performing actions not directly related to session content pruning
- Modifying conversation history or agent behavior beyond extracting corrections
- Replacing the core LLM functionality or session persistence mechanisms
- Operating without explicit user confirmation for destructive actions
Installation
First, add the marketplace
/plugin marketplace add Ruya-AI/cozempic/plugin install plugin@cozempicQuality Score
VerifiedTrust Signals
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