๐Ÿ”งTroubleshooting

How to Fix OpenClaw Context Window Errors

Intermediate30-45 minutesUpdated 2025-03-01

When conversations grow too long or skills return massive outputs, OpenClaw can exceed the LLM provider's maximum context window. This results in errors like "context_length_exceeded" or "maximum context length is X tokens, but input is Y tokens." This guide shows you how to configure context compaction, summarization, and limits to keep conversations within bounds.

Why This Is Hard to Do Yourself

These are the common pitfalls that trip people up.

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Context exceeds model token limit

Conversation + skills + prompts exceed 100K, 200K, or provider-specific limits

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Compaction not working properly

Auto-compaction disabled, threshold too high, or compaction failing silently

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Unbounded conversation history

Keeping every message from hours-long conversations in context

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Skills returning massive responses

File reading skills dumping 50KB+ into context without truncation

Step-by-Step Guide

Step 1

Check current context size

Measure how many tokens are currently in the conversation context.

Step 2

Configure context compaction settings

Enable automatic summarization when context approaches the limit.

Step 3

Set maximum context length limits

Hard cap the context size to prevent exceeding provider limits.

Step 4

Implement conversation summarization

Periodically summarize old messages to reduce context size.

Step 5

Reduce skill response sizes

Configure skills to truncate large outputs instead of dumping everything into context.

Step 6

Choose models with larger context windows

Switch to models that support larger context sizes for your use case.

Context Management Overwhelming?

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Frequently Asked Questions