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Model behaviour

Claude Cuts Off Mid-Sentence: How to Resume and Fix

Updated 9/15/2026

It is frustrating when Claude stops generating text right in the middle of a complex code block, an analysis, or a creative writing piece. This behavior typically occurs because of hard output limits set on individual assistant turns, rather than a network disconnect or a bug.

Here is an explanation of why this happens and how to resolve and prevent truncated responses.

Why Claude Cuts Off Mid-Sentence

Every LLM, including Claude 3 and 3.5 models, has two distinct token limits: 1. Input Context Window: The total amount of information Claude can read (up to 200,000 tokens). 2. Output Token Limit: The maximum amount of text Claude can generate in a single response (typically limited to 4,096 or 8,192 tokens depending on the model version).

When Claude's response reaches the output limit, the model is physically cut off by the server. Because the system does not warn you when it is running out of output tokens, the generation stops abruptly, often mid-word or mid-sentence.

How to Fix and Resume a Cut-Off Response

1. Use Specific Continuation Prompts If Claude cuts off, do not ask it to restart from the very beginning. Instead, prompt it to continue exactly where it left off.

Avoid generic prompts like "continue" or "go on," as these can cause Claude to lose track of formatting or repeat itself. Instead, use highly specific instructions: * *"Continue generating the code exactly from where you cut off. Start with the line: [insert last visible line of text/code]."* * *"You hit your output limit. Please continue writing the essay starting immediately after the word '[insert last word before cutoff]'. Do not repeat anything you have already written."*

2. Segment Your Requests (Chunking) To prevent Claude from hitting output limits in the first place, structure your prompt to demand shorter, sequential answers. * Instead of asking, *"Write a complete, fully detailed backend API with database integrations,"* break it down. * First prompt: *"Draft the database schema and model definitions only."* * Second prompt: *"Now, using that schema, write the API route handlers for user authentication only."*

3. Enable and Use Claude Artifacts For code blocks, website mockups, SVG graphics, or standalone documents, ensure **Artifacts** are enabled in your Feature Preview settings. * Artifacts open a dedicated side panel next to your chat to compile and render extensive blocks of content. * Because Artifacts are structured as separate files, they manage large output blocks more cleanly than standard chat messages and reduce the likelihood of conversational text pushing the response over the output limit.

4. Limit Conversational Fluff If you need Claude to generate a very long block of technical content, instruct it to skip conversational introductions and summaries. This reserves all available output tokens for the actual content you need. * Add this instruction to your prompt: *"Respond with the raw code only. Do not include any introductions, explanations, or markdown text outside of the code block."*

When to Escalate

If Claude consistently cuts off after only a few hundred words (well below the 4,096-token threshold), or if prompting it to "continue" causes the interface to freeze or crash, this points to a system-level bug rather than a token-limit issue.

Check the Anthropic Status page to see if there is an active incident affecting the Web App or API. If services are operational, clear your browser cache or try using the official desktop application. For persistent account-specific issues, contact Anthropic Support via the in-app help widget.

Quick fixes

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