automatic-stateful-prompt-improver
关于
This skill automatically intercepts and optimizes complex prompts using a prompt-learning MCP server, applying techniques like APE and DSPy. It maintains an embedding-indexed history to learn from past performance and improve over time. Use it when a user requests prompt optimization or is tackling a complex task, 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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