context-compression
✓Use when compressing agent context, implementing conversation summarization, reducing token usage in long sessions, or asking about "context compression", "conversation history", "token optimization", "context limits", "summarization strategies"
Installation
SKILL.md
When agent sessions generate millions of tokens, compression becomes mandatory. Optimize for tokens-per-task (total tokens to complete a task), not tokens-per-request.
| Fixed threshold | 70-80% context | Simple but may compress early | | Sliding window | Last N turns + summary | Predictable size | | Importance-based | Low-relevance first | Complex but preserves signal | | Task-boundary | At task completions | Clean but unpredictable |
File tracking is the weakest dimension (2.2-2.5/5.0 in evaluations). Coding agents need:
Use when compressing agent context, implementing conversation summarization, reducing token usage in long sessions, or asking about "context compression", "conversation history", "token optimization", "context limits", "summarization strategies" Source: eyadsibai/ltk.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/eyadsibai/ltk --skill context-compression- Source
- eyadsibai/ltk
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-17
- Updated
- 2026-02-18
Quick answers
What is context-compression?
Use when compressing agent context, implementing conversation summarization, reducing token usage in long sessions, or asking about "context compression", "conversation history", "token optimization", "context limits", "summarization strategies" Source: eyadsibai/ltk.
How do I install context-compression?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/eyadsibai/ltk --skill context-compression Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/eyadsibai/ltk
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-17