Context Compressor for Openclaw

An automated context management tool that intelligently compresses conversation history to maintain AI agent performance during long coding sessions.

maddiedreese
v1.0.0
Jan 27, 2026
0
0
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install context-compressor

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install context-compressor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).

Prefer to download?

Get the raw skill files in a ZIP archive.

What is Context Compressor?

The Context Compressor is a specialized tool designed to handle long-running sessions where extensive context accumulation can lead to performance degradation. By identifying when context limits are approaching, it intelligently summarizes historical interactions and transfers critical project state to a fresh session, ensuring your Openclaw Skills remain sharp and responsive.

This skill prevents common AI issues like repetition, loss of detail, or the "lost-in-the-middle" phenomenon during complex coding iterations. It preserves key decisions, code changes, and pending tasks while discarding redundant chat history, providing a seamless handoff that maintains continuity without the overhead of a bloated context window.

Context Compressor Use Cases

  • Managing long-running coding sessions with numerous iterations and refinements.
  • Preventing AI performance degradation when the agent starts repeating itself or losing track of project details.
  • Proactively managing resources before hitting hard token limits in large-scale development projects.
  • Maintaining project continuity across multiple session handoffs using Openclaw Skills.

How Context Compressor Works

  1. The skill continuously monitors session metadata to track real-time context usage.
  2. It triggers compression workflows automatically when user-defined thresholds (default 80%) are reached.
  3. It extracts high-signal data including key architectural decisions, current file states, and pending action items.
  4. It initiates a fresh session using the compressed summary as the new foundation for the agent.
  5. It automates the transfer of project memory to ensure a seamless developer experience without losing work progress.

Context Compressor Setup

To configure the Context Compressor within your Openclaw Skills environment, use the following CLI commands:

# Set the compression trigger threshold (e.g., 75%)
context-compressor set-threshold 75

# Adjust the depth of the summarization process
context-compressor set-depth detailed

# Check the current context status and usage
context-compressor status

Context Compressor Data Schema & Taxonomy

The skill organizes data through a structured handoff process, generating specific artifacts to ensure persistence across Openclaw Skills sessions:

Artifact Path Description
Summary File memory/compressed-{id}.md Executive summary, decisions, and code snippets.
Memory Update MEMORY.md Updated project memory reflecting the compressed state.
User Context USER.md Preserved user preferences and session goals.
Session Handoff N/A Metadata package for the new session initialization.

Context Compressor Advanced Features

  • Smart Summarization: Uses intelligence to distinguish between conversational filler and high-value decisions or code.
  • Background Operation: Executes during heartbeats or idle periods to avoid interrupting active development workflows.
  • Configurable Quiet Hours: Schedule the tool to prevent resource-intensive compression during specific times.
  • Selective Retention: Explicitly preserves high-value code blocks and file paths while condensing conversational history.
  • Force Compression: Provides a manual trigger capability for developers who want to reset context on demand using Openclaw Skills.

SKILL.md


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