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夜雨聆风 > > 办公文件 > OpenClaw的Skills架构

OpenClaw的Skills架构

当前时间： 2026-03-22 22:31:40 分类：办公文件 评论(0)
OpenClaw的Skills架构

OpenClaw的Skills架构

最近在帮几个团队做AI智能代理的架构重构，发现大家都在“Skill调用”这个坑里反复挣扎。我熬夜梳理了市面上典型的两种流派，今天必须跟大家聊聊。🚀
这篇笔记核心拆解了OpenClaw和Claude Code在技能机制上的底层逻辑差异。到底该把Skill当“运行手册”还是“独立程序”？看完这组卡片，你能直接避开上下文爆炸和权限失控的雷区。记得一定要滑动看图，核心干货全在图文里！👉
很多开发者做Agent平台时，非常头疼的就是模型乱调工具、Token消耗失控、甚至是越权操作。如果不从一开始理清Skill的召回和执行边界，你的系统最后就会变成一个庞大且无法维护的提示词垃圾堆，用户体验直接崩盘，项目根本无法进行业务落地。⚠️
到底怎么破局？OpenClaw的渐进式披露机制和Claude Code的工具化隔离路线，分别给出了极其精彩的答案。关于它们在目录扫描、上下文预算治理、执行器边界以及权限管控上的硬核差异，我都整理成结构化的对比卡片了。千万别错过，精华全在上面的图片里，建议大家直接左滑看图，对照着你们现在的业务场景仔细盘一盘。📂
你们现在的Agent项目用的是哪种Skill加载方式？在评论区聊聊你们踩过的坑，我来帮你支支招！觉得有用记得点赞收藏，方便随时翻看！👇 #AI智能 #编程开发 #架构设计 #核心干货 #OpenClaw #Skills 架构 #Claude Code

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  1. CONNECT:[ UseTime:0.000544s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000972s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000298s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000311s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000510s ]
  6. SELECT * FROM `set` [ RunTime:0.000209s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000714s ]
  8. SELECT * FROM `article` WHERE `id` = 481697 LIMIT 1 [ RunTime:0.000430s ]
  9. UPDATE `article` SET `lasttime` = 1774230757 WHERE `id` = 481697 [ RunTime:0.009945s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000230s ]
  11. SELECT * FROM `article` WHERE `id` < 481697 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000564s ]
  12. SELECT * FROM `article` WHERE `id` > 481697 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000500s ]
  13. SELECT * FROM `article` WHERE `id` < 481697 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000797s ]
  14. SELECT * FROM `article` WHERE `id` < 481697 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000748s ]
  15. SELECT * FROM `article` WHERE `id` < 481697 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000745s ]
0.093146s