📋 Context Compression
Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-per-request.
npx playbooks add skill nymbo/skills --skill context-compression
About Context Compression
Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-per-request.
The 27-word prompt provides structured developer workflow guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (27 words)
Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-per-request.
Frequently Asked Questions
What is Context Compression?
Context Compression is a free developer workflow skill for AI coding agents. Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-per-request.. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Context Compression with Claude Code?
Run npx playbooks add skill nymbo/skills --skill context-compression in your terminal to install Context Compression into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Context Compression?
Context Compression is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Context Compression free to use?
Yes, Context Compression is completely free and open source. The full source is available on GitHub at https://github.com/nymbo/skills/tree/main/CONTEXT ENGINEERING/context-compression. You only need a subscription to the AI agent you use it with.
