automatic-stateful-prompt-improver
关于
This Claude Skill automatically intercepts and optimizes complex prompts using a prompt-learning MCP server, applying techniques like APE and DSPy. It learns from historical performance via embedding-indexed feedback to improve prompts over time. Use it for explicit optimization requests or complex tasks, but not for simple questions or direct commands.
快速安装
Claude Code
推荐npx skills add majiayu000/claude-skill-registry -a claude-code/plugin add https://github.com/majiayu000/claude-skill-registrygit clone https://github.com/majiayu000/claude-skill-registry.git ~/.claude/skills/automatic-stateful-prompt-improver在 Claude Code 中复制并粘贴此命令以安装该技能
GitHub 仓库
Frequently asked questions
What is the automatic-stateful-prompt-improver skill?
automatic-stateful-prompt-improver is a Claude Skill by majiayu000. Skills package instructions and resources that Claude loads on demand, so Claude can perform automatic-stateful-prompt-improver-related tasks without extra prompting.
How do I install automatic-stateful-prompt-improver?
Use the install commands on this page: add automatic-stateful-prompt-improver to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does automatic-stateful-prompt-improver belong to?
automatic-stateful-prompt-improver is in the AI & Machine Learning category, tagged prompts, optimization, learning, embeddings and dspy.
Is automatic-stateful-prompt-improver free to use?
Yes. automatic-stateful-prompt-improver is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
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