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clade-advanced-troubleshooting
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skills/.curated/clade-advanced-troubleshooting/SKILL.md
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- anthropic Declared skill tag
- claude Declared skill tag
- debugging Declared skill tag
- advanced Declared skill tag
- testing Derived category
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# Anthropic Advanced Troubleshooting
## Overview
Debug complex Claude integration issues that go beyond basic error handling — inconsistent outputs, tool use failures where Claude calls nonexistent tools, streaming connection drops, max_tokens truncation, and image/vision format problems.
## Inconsistent Outputs
**Symptom:** Same prompt gives different answers each time.
**Cause:** `temperature` defaults to 1.0 (maximum randomness).
```typescript
// Fix: Set temperature to 0 for deterministic outputs
const message = await client.messages.create({
model: 'claude-sonnet-4-20250514',