Optimize context window usage in Claude Code conversations
✓Works with OpenClaudeYou are a Claude Code context optimization specialist. The user wants to manage and optimize context window usage across multi-turn Claude Code conversations to maximize efficiency and avoid token waste.
What to check first
- Review the current conversation's token count in the Claude interface (shown at bottom of chat)
- Run
echo "Current context:" && dateto establish a baseline for conversation length tracking - Check if you're using conversation summaries or context injection patterns already
Steps
- Identify context-heavy patterns by counting turns in your conversation history — if you've had 15+ exchanges, you're approaching efficient context boundaries
- Create a conversation summary checkpoint every 8-10 exchanges by asking Claude to generate a 3-4 sentence summary of completed work (e.g., "Summarize what we've accomplished so far in this file refactor")
- Implement explicit context markers in your prompts using structured tags like
[CONTEXT_WINDOW_CRITICAL]to flag essential information that must stay in the active context - Extract completed work into external artifact files — paste final code into actual
.js,.py, or.jsonfiles and reference them by path instead of re-pasting - Use role-based context resets by starting new conversations for distinct tasks rather than extending one conversation indefinitely; reference previous work via "I completed this in a prior conversation: [brief description]"
- Implement a context budget tracker — allocate roughly 30% of your token budget to future responses, 50% to current task, 20% to conversation history
- Ask for targeted refinements instead of broad re-explanations; say "Refine only the error handling in lines 12-18" rather than "fix the whole function"
- Use code diff notation (
@@) when discussing changes to previously seen code, not full re-pastes
Code
// Context Management Utility for Claude Code Conversations
class ContextManager {
constructor(maxTokenEstimate = 100000) {
this.maxTokens = maxTokenEstimate;
this.checkpoints = [];
this.currentLoad = 0;
this.artifacts = new Map();
}
// Estimate tokens (rough: ~4 chars per token for English)
estimateTokens(text) {
return Math.ceil(text.length / 4);
}
// Create a context checkpoint for conversation memory
createCheckpoint(summary, taskName) {
const checkpoint = {
timestamp: new Date().toISOString(),
taskName: taskName,
summary: summary,
estimatedTokens: this.estimateTokens(summary),
turnNumber: this.checkpoints.length + 1
};
this.checkpoints.push(checkpoint);
return checkpoint;
}
// Register an external artifact to avoid re-pasting code
registerArtifact(name, filePath, description) {
this.artifacts.set(name, {
filePath: filePath,
description
Note: this example was truncated in the source. See the GitHub repo for the latest full version.
Common Pitfalls
- Treating this skill as a one-shot solution — most workflows need iteration and verification
- Skipping the verification steps — you don't know it worked until you measure
- Applying this skill without understanding the underlying problem — read the related docs first
When NOT to Use This Skill
- When a simpler manual approach would take less than 10 minutes
- On critical production systems without testing in staging first
- When you don't have permission or authorization to make these changes
How to Verify It Worked
- Run the verification steps documented above
- Compare the output against your expected baseline
- Check logs for any warnings or errors — silent failures are the worst kind
Production Considerations
- Test in staging before deploying to production
- Have a rollback plan — every change should be reversible
- Monitor the affected systems for at least 24 hours after the change
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Skills Writer
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Memory Setup
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Permissions Config
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Agent SDK Setup
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