compaction

What problem does it solve?

This Skill addresses the challenge of context window limitations in long-running AI sessions by providing strategies to manage and reduce accumulated context, ensuring continued effective operation.

Core Features & Use Cases

• Context Budget Awareness: Monitors token usage and provides clear thresholds for action.
• Compaction Strategies: Offers multiple methods like proactive distillation, phase compression, and noise pruning.
• Session Handoff: Provides a protocol for seamlessly transferring work to a new session when context limits are reached.
• Use Case: In a complex coding project spanning multiple days, this Skill helps maintain the AI's focus and efficiency by summarizing completed research phases and pruning irrelevant tool outputs, preventing the context from becoming unmanageable.

Quick Start

Use the compaction skill to distill the tool outputs that you are done with.