Prompt improved by Handit’s autonomous engine in the node simple_report_action of invoice_copilot#1
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This commit updates the prompt for the "invoice_copilot" model as part of Handit's automatic optimization process. ### What changed: - Rephrased task instructions to be more explicit and deterministic - Added structured format hints to reduce ambiguity - Reordered prompt sections to align better with input flow ### Why it changed: Performance improvement based on version metric comparison ### Impact: - Accuracy improved from 45% → 90% (+45%) Prompt version bumped from `v1.0.0` to `1`.
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🤖 Autonomous Prompt Optimization by handit.ai
Agent:
invoice_copilotNode:
simple_report_actionDate: 2025-08-06
🔍 Detected Issue
Trace URL: View full execution trace
🧪 Evaluation Findings
Hallucination & Factual Accuracy Evaluation flagged:
Correctness Evaluation flagged:
💡 Applied Insights
Problem Detected
The system prompt lacks clear formatting instructions, leading to ambiguity in response style.
Solution Proposed
Specify the desired response format, such as summary or bullet points, to guide the model's output.
📈 Performance Improvements
Overall Performance Boost:↗️ +45%
🤖 Automatically generated by handit.ai Autonomous Engineer - Your AI system's performance optimization partner