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automatic-stateful-prompt-improver

maintained by NeverSight

star 66 account_tree 19 verified_user MIT License
bolt View GitHub
Overview Implementation Examples History

Automatically intercepts and optimizes prompts using the prompt-learning MCP server. Learns from performance over time via embedding-indexed history. Uses APE, OPRO, DSPy patterns. Activate on "optimize prompt", "improve this prompt", "prompt engineering", or ANY complex task request. Requires prompt-learning MCP server. NOT for simple questions (just answer them), NOT for direct commands (just execute them), NOT for conversational responses (no optimization needed).

Key Features

  • Comprehensive skill evaluation and performance tracking
  • Community-driven ratings and reviews
  • Easy integration with Claude Code
  • Regular updates and maintenance

Quick Start

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Skill Details

GitHub Stars 66
GitHub Forks 19
Created Mar 2026
Last Updated 3个月前
tools tools debugging

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