According to AlphaMoat, as of 2026-09, 提示词炼金术 has 7,344 downloads and 42 stars — ranked #1,742 of 193,229 AI skills overall, and #251 of 22,759 in AI Agent.
蒸馏四位顶级提示词工程师（Riley Goodside、涂津豪、Sander Schulhoff、李继刚）的方法论，融合为"四元蒸馏框架"，自动优化用户提示词，提升AI回答质量。 当用户想优化提示词、改进Prompt、提升AI输出质量，或说"帮我优化提示词""改进我的Prompt""让AI回答更好""提示词蒸馏""prompt alchemist"时触发。 不适用于：直接回答问题（非提示词优化场景）、纯聊天、代码调试。
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-09 | 7.3K | — | 42 | - |
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude rea
场景驱动+关键词双模式技能发现工具。当用户用自然语言描述场景/需求（如"我想做一个海报""帮我分析股票"），或明确说"安装技能/find skills/找个skill"时，自动从官方内置、本地已安装、SkillHub、虾评、GitHub、ClawHub 六层联合搜索并推荐最合适的技能，支持一键安装。已完全替代官方...
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Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
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无头浏览器自动化CLI,为AI Agent优化,支持无障碍树快照与引用提取,精准网页操作
Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.