{"id":88799,"date":"2026-08-01T19:40:36","date_gmt":"2026-08-01T11:40:36","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/88799.html"},"modified":"2026-08-01T19:40:36","modified_gmt":"2026-08-01T11:40:36","slug":"a-%e7%a4%be%e5%ae%98%e6%96%b9%ef%bc%9a%e6%88%91%e4%bb%ac%e5%88%a0%e6%8e%89%e4%ba%86-80-%e7%9a%84-skills","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/88799.html","title":{"rendered":"A \u793e\u5b98\u65b9\uff1a\u6211\u4eec\u5220\u6389\u4e86 80% \u7684 skills"},"content":{"rendered":"<p>\u867d\u7136 A \u793e\u6700\u8fd1\u6709\u4e9b\u505a\u6cd5\u786e\u5b9e\u8ba9\u4eba\u53cd\u80c3&#xff0c;\u4f46 Thariq \u5199\u6280\u672f\u6587\u7ae0\u7684\u80fd\u529b&#xff0c;\u6211\u662f\u670d\u7684\u3002\u6240\u4ee5\u8be5\u9a82\u7684\u9a82&#xff0c;\u8be5\u501f\u9274\u7684\u501f\u9274\u3002<\/p>\n<p>7 \u6708 24 \u65e5&#xff0c;Anthropic \u53d1\u4e86\u4e00\u7bc7 context engineering \u6587\u7ae0&#xff0c;\u6587\u7ae0\u4e2d\u4e00\u4e2a\u6838\u5fc3\u7684\u89c2\u70b9\u662f&#xff1a;<\/p>\n<p>\u4ed6\u4eec\u4e3a Claude Opus 5\u3001Claude Fable 5 \u8fd9\u7c7b\u65b0\u6a21\u578b\u5220\u6389\u4e86\u8d85\u8fc7 80% \u7684 system prompt&#xff0c;\u7136\u800c\u5728\u7f16\u7801\u6d4b\u8bc4\u4e2d&#xff0c;\u5374\u5e76\u6ca1\u6709\u51fa\u73b0\u660e\u663e\u7684\u635f\u5931\u3002<\/p>\n<p>\u6240\u4ee5&#xff0c;\u6211\u4eec\u4ee5\u524d\u8f9b\u8f9b\u82e6\u82e6\u5199\u7684\u90a3\u4e9b\u89c4\u5219&#xff0c;\u96be\u9053\u5927\u90e8\u5206\u90fd\u8fc7\u65f6\u4e86&#xff0c;\u6216\u8005\u8bf4\u5728\u5e2e\u5012\u5fd9\u5417&#xff1f;<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u5c31\u5148\u4ece\u8fd9\u4e2a\u7591\u95ee\u5f00\u59cb&#xff0c;\u7136\u540e\u6211\u5e26\u4f60\u4e00\u8d77\u6162\u6162\u63ed\u5f00\u5168\u8c8c\u3002<\/p>\n<p>\u6587\u4e2d\u8bf4\u7684 context engineering \u548c\u4e0a\u4e0b\u6587\u5de5\u7a0b\u662f\u4e00\u4e2a\u610f\u601d\u3002<\/p>\n<p>Prompt \u53ea\u662f\u4f60\u8fd9\u4e00\u8f6e\u4e0e Claude \u7684\u5bf9\u8bdd\u3002<\/p>\n<p>System prompt\u3001Skills\u3001CLAUDE.md\u3001memory\u3001\u5de5\u5177\u5b9a\u4e49\u3001\u6587\u4ef6\u5185\u5bb9\u548c\u7ec8\u7aef\u8f93\u51fa&#xff0c;\u8fd9\u4e9b\u4e00\u8d77\u624d\u662f\u6a21\u578b\u771f\u6b63\u62ff\u5230\u7684 context\u3002<\/p>\n<p>\u968f\u7740\u73b0\u5728\u5f88\u591a\u5927\u6a21\u578b\u7684\u80fd\u529b\u8d8a\u6765\u8d8a\u5f3a&#xff0c;\u6bd4\u5982 Kimi K3 \u3001Fable 5 \u3001Opus 5\u3001GPT-5.6 Sol&#xff0c;\u5f88\u591a\u65f6\u5019\u5f80\u5f80\u4e0d\u662f skills \u8d8a\u591a\u8d8a\u597d&#xff0c;\u76f8\u53cd&#xff0c;\u8fd8\u53ef\u80fd\u6210\u4e3a\u4e00\u79cd\u8d1f\u62c5\u3002<\/p>\n<p>\u6587\u7ae0\u7684\u4e00\u4e2a\u6838\u5fc3\u89c2\u70b9\u5c31\u662f&#xff1a;\u5f3a\u6a21\u578b\u65f6\u4ee3&#xff0c;context engineering \u9700\u8981\u505a\u51cf\u6cd5\u3002<\/p>\n<p>\u5728\u5bf9\u7684\u65f6\u673a&#xff0c;\u7ed9\u6a21\u578b\u6700\u6709\u7528\u7684\u4fe1\u606f\u3002<\/p>\n<hr \/>\n<h3>\u8fc7\u53bb\u7684\u7ea6\u675f\u548c\u73b0\u5728\u7684\u5224\u65ad<\/h3>\n<p>Anthropic \u4e4b\u524d\u5728\u4e0a\u4e0b\u6587\u5de5\u7a0b\u6307\u5357\u91cc\u63d0\u8fc7\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u6982\u5ff5&#xff1a;\u6a21\u578b\u6709\u6709\u9650\u7684 attention budget&#xff08;\u53ef\u4ee5\u7ffb\u8bd1\u4e3a\u6ce8\u610f\u529b\u9884\u7b97&#xff1f;&#xff09;\u3002<\/p>\n<p>\u4e0a\u4e0b\u6587\u7a97\u53e3\u518d\u957f&#xff0c;\u5e76\u4e0d\u610f\u5473\u7740\u6ce8\u610f\u529b\u8d8a\u6765\u8d8a\u591a\u3002<\/p>\n<p>\u4f60\u7ed9\u6a21\u578b\u591a\u52a0\u4e00\u6761\u65e0\u5173\u7684\u89c4\u5219&#xff0c;\u6a21\u578b\u5c31\u4f1a\u591a\u82b1\u4e00\u4e9b\u6ce8\u610f\u529b\u5224\u65ad\u5b83\u6709\u6ca1\u6709\u7528&#xff1b;\u5982\u679c\u4f60\u52a0\u7684\u662f\u4f18\u5148\u7ea7\u89c4\u5219&#xff0c;\u6a21\u578b\u5b83\u8fd8\u5f97\u5224\u65ad\u5148\u542c\u8c01\u7684\u3002<\/p>\n<p>\u5bfc\u81f4\u6700\u540e context \u770b\u8d77\u6765\u5f88\u591a\u5f88\u4e30\u5bcc&#xff0c;\u4f46\u5176\u5b9e\u6709\u6548\u7684\u6ce8\u610f\u529b\u4f1a\u88ab\u6df9\u6ca1\u3002<\/p>\n<p>\u6240\u4ee5 80% \u8fd9\u4e2a\u6570\u5b57\u8bf4\u7684\u662f\u65b0\u4e00\u4ee3\u6a21\u578b\u7684\u5224\u65ad\u529b\u5df2\u7ecf\u5f3a\u5230\u4e00\u5b9a\u7a0b\u5ea6&#xff0c;\u5f88\u591a\u8fc7\u53bb\u9700\u8981\u5199\u6b7b\u7684\u884c\u4e3a&#xff0c;\u73b0\u5728\u53ef\u4ee5\u4ea4\u7ed9\u6a21\u578b\u81ea\u5df1\u6765\u505a\u5224\u65ad\u3002<\/p>\n<p>\u5f53\u7136\u5224\u65ad\u7684\u4f9d\u636e\u662f\u4ee3\u7801\u5e93\u3001\u7528\u6237\u8981\u6c42\u548c\u73af\u5883\u4fe1\u606f\u7b49\u3002<\/p>\n<p>\u5b98\u65b9\u628a\u8fd9\u6b21\u53d8\u5316\u603b\u7ed3\u6210\u4e86\u516d\u7ec4\u65e7\u505a\u6cd5\u548c\u65b0\u505a\u6cd5&#xff1a;<\/p>\n<p>\u56fe\u6e90&#xff1a;Anthropic<\/p>\n<p>\u6211\u89c9\u5f97\u8fd9\u516d\u7ec4\u53d8\u5316\u53ef\u4ee5\u7528\u4e00\u53e5\u8bdd\u603b\u7ed3&#xff1a;\u4ee5\u524d\u9760\u89c4\u5219\u6765\u7ea6\u675f\u6a21\u578b\u505a\u51b3\u5b9a&#xff0c;\u73b0\u5728\u628a\u5f15\u7528\u6765\u6e90\u8bf4\u6e05\u695a&#xff0c;\u8ba9\u6a21\u578b\u81ea\u5df1\u505a\u51b3\u5b9a\u3002<\/p>\n<hr \/>\n<h3>\u6446\u8131\u675f\u7f1a\u7684 Claude<\/h3>\n<p>Anthropic \u5185\u90e8\u590d\u76d8 Claude Code \u7684\u8fd0\u884c\u8bb0\u5f55\u65f6&#xff0c;\u53d1\u73b0\u540c\u4e00\u4e2a\u8bf7\u6c42\u91cc\u7ecf\u5e38\u540c\u65f6\u51fa\u73b0\u51e0\u79cd\u4e92\u76f8\u6253\u67b6\u7684\u573a\u666f\u3002<\/p>\n<p>System prompt \u8bf4\u4e0d\u8981\u6dfb\u52a0\u6ce8\u91ca&#xff0c;Skill \u8bf4\u5fc5\u8981\u65f6\u8865\u5145\u6587\u6863&#xff0c;\u7528\u6237\u53c8\u8981\u6c42\u590d\u6742\u4ee3\u7801\u9700\u8981\u628a\u6587\u6863\u5199\u6e05\u695a\u4e00\u70b9\u3002<\/p>\n<p>\u56fe\u6e90&#xff1a;Anthropic<\/p>\n<p>Claude \u901a\u5e38\u80fd\u731c\u5230\u7528\u6237\u60f3\u8981\u4ec0\u4e48&#xff0c;\u4f46\u5b83\u8981\u5148\u5904\u7406\u8fd9\u4e9b\u4e0a\u4e0b\u6587\u4e4b\u95f4\u7684\u51b2\u7a81\u3002<\/p>\n<p>\u8001\u7684 system prompt \u901a\u5e38\u4f1a\u628a\u6ce8\u91ca\u5199\u6b7b&#xff1a;\u4e0d\u5199\u6ce8\u91ca&#xff0c;\u4e0d\u5199\u591a\u6bb5\u6587\u6863\u5b57\u7b26\u4e32&#xff0c;\u4e0d\u4e3b\u52a8\u521b\u5efa\u89c4\u5212\u6216\u5206\u6790\u6587\u6863\u3002<\/p>\n<p>\u8fd9\u6837\u80fd\u6539\u6389\u65e7\u6a21\u578b\u7684\u4e00\u4e9b\u574f\u4e60\u60ef&#xff0c;\u6bd4\u5982\u8fc7\u5ea6\u751f\u6210\u6ce8\u91ca&#xff0c;\u66ff\u4ee3\u7801\u7f16\u9020\u8bbe\u8ba1\u610f\u56fe\u7b49\u3002<\/p>\n<p>\u4f46\u540c\u6837\u4ee3\u4ef7\u4e5f\u5f88\u660e\u663e&#xff0c;\u78b0\u5230\u590d\u6742\u4ee3\u7801\u6216\u786e\u5b9e\u9700\u8981\u8bb0\u5f55\u8bbe\u8ba1\u51b3\u7b56\u7684\u4efb\u52a1&#xff0c;\u5b83\u53cd\u8fc7\u6765\u4f1a\u963b\u6b62\u6a21\u578b\u8865\u5145\u5fc5\u8981\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u6240\u4ee5\u65b0\u7684 system prompt \u53ea\u4fdd\u7559\u4e86\u4e00\u4e2a\u89c4\u5b9a&#xff1a;<\/p>\n<p>\u7f16\u5199\u4e0e\u5468\u56f4\u4ee3\u7801\u98ce\u683c\u4e00\u81f4\u7684\u4ee3\u7801&#xff0c;\u5339\u914d\u73b0\u6709\u9879\u76ee\u7684\u6ce8\u91ca\u5bc6\u5ea6\u3001\u547d\u540d\u65b9\u5f0f\u548c\u60ef\u7528\u5199\u6cd5\u3002<\/p>\n<p>\u603b\u7ed3\u4e00\u4e0b\u5c31\u662f&#xff1a;\u4e00\u4efd\u6709\u6548\u7684\u9700\u8981\u957f\u671f\u9075\u5b88\u7684\u89c4\u5219\u5e94\u8be5\u544a\u8bc9\u6a21\u578b\u600e\u4e48\u5224\u65ad&#xff0c;\u4f46\u662f\u522b\u66ff\u4ed6\u505a\u51b3\u5b9a\u3002<\/p>\n<p>\u6a21\u578b\u4f1a\u81ea\u5df1\u53bb\u8bfb\u4ee3\u7801&#xff0c;\u81ea\u5df1\u5224\u65ad\u8981\u4e0d\u8981\u5199\u6ce8\u91ca\u3002<\/p>\n<hr \/>\n<h3>Design interfaces<\/h3>\n<p>\u4ee5\u524d\u5728\u6559\u6a21\u578b\u4f7f\u7528\u5de5\u5177&#xff0c;\u5e38\u89c1\u505a\u6cd5\u662f\u63d0\u4f9b\u51e0\u4e2a\u8c03\u7528\u793a\u4f8b\u3002\u4f46\u662f Anthropic \u53d1\u73b0&#xff0c;Claude 5 \u8fd9\u7c7b\u6a21\u578b\u8fd9\u6837\u505a\u7684\u8bdd\u53ef\u80fd\u4f1a\u88ab\u793a\u4f8b\u9650\u5236\u4f4f\u3002<\/p>\n<p>\u4ed6\u4eec\u4e3e\u4e86\u4e00\u4e2a TODO \u5de5\u5177\u7684\u4f8b\u5b50&#xff1a;<\/p>\n<p>\u56fe\u6e90&#xff1a;Anthropic<\/p>\n<p>TODO \u5de5\u5177\u53ea\u505a\u4e86\u4e24\u4ef6\u4e8b&#xff1a;\u628a\u72b6\u6001\u9650\u5236\u4e3a pending\u3001in_progress \u548c completed&#xff0c;\u518d\u89c4\u5b9a\u540c\u65f6\u53ea\u80fd\u6709\u4e00\u4e2a in_progress\u3002Claude \u770b\u53c2\u6570\u5c31\u77e5\u9053\u8be5\u600e\u4e48\u7ef4\u62a4\u4efb\u52a1\u72b6\u6001\u3002<\/p>\n<p>\u80fd\u5199\u8fdb\u63a5\u53e3\u7684\u7ea6\u675f&#xff0c;\u5c31\u522b\u5f80 system prompt \u91cc\u9762\u5199\u4e86\u3002<\/p>\n<hr \/>\n<h3>context<\/h3>\n<p>Claude Code \u8fc7\u53bb\u628a\u4ee3\u7801\u5ba1\u67e5\u3001\u9a8c\u8bc1\u548c\u5de5\u5177\u7528\u6cd5\u5168\u585e\u5728 system prompt \u91cc\u3002\u4f46\u662f\u591a\u6570\u4efb\u52a1\u6839\u672c\u7528\u4e0d\u5230\u8fd9\u4e9b\u5185\u5bb9&#xff0c;\u800c\u4e14\u5b83\u4eec\u6bcf\u4e00\u8f6e\u90fd\u5728\u6d88\u8017\u6ce8\u610f\u529b\u3002<\/p>\n<p>\u73b0\u5728\u8fd9\u90e8\u5206\u88ab\u62c6\u5206\u5230\u4e86 Skills \u548c\u5ef6\u8fdf\u52a0\u8f7d\u7684\u5de5\u5177\u91cc\u3002<\/p>\n<p>\u9700\u8981\u9a8c\u8bc1\u65f6&#xff0c;\u518d\u52a0\u8f7d\u9a8c\u8bc1 Skill&#xff1b;\u9700\u8981\u4f7f\u7528\u67d0\u4e2a\u5de5\u5177\u65f6&#xff0c;\u5148\u901a\u8fc7 ToolSearch \u627e\u5230\u5b8c\u6574\u5b9a\u4e49&#xff0c;\u5e73\u65f6\u53ea\u4fdd\u7559\u540d\u79f0\u3001\u7528\u9014\u548c\u6587\u4ef6\u8def\u5f84&#xff0c;\u8ba9 Claude \u77e5\u9053\u5de5\u5177\u5728\u54ea\u3002<\/p>\n<p>\u8fd9\u5c31\u53eb progressive disclosure&#xff0c;\u6e10\u8fdb\u5f0f\u62ab\u9732\u3002<\/p>\n<p>\u8fd9\u6761\u539f\u5219\u540c\u6837\u9002\u7528\u4e8e CLAUDE.md&#xff0c;\u5b83\u5e94\u8be5\u4fdd\u5b58\u6bcf\u6b21\u4efb\u52a1\u90fd\u9700\u8981\u77e5\u9053\u7684\u5185\u5bb9&#xff0c;\u6bd4\u5982\u9879\u76ee\u7528\u9014\u3001\u6784\u5efa\u547d\u4ee4\u3001\u7279\u6b8a\u76ee\u5f55\u548c\u4ee3\u7801\u5e93\u91cc\u7684\u5751\u3002&#061;<\/p>\n<p>Claude Code \u73b0\u5728\u5efa\u8bae\u6bcf\u4e2a CLAUDE.md \u5c3d\u91cf\u63a7\u5236\u5728 200 \u884c\u4ee5\u5185\u3002<\/p>\n<p>\u8fd9\u91cc\u8fd8\u6709\u4e2a\u633a\u5bb9\u6613\u8e29\u7684\u5751&#xff1a;\u628a\u5927\u6bb5\u5185\u5bb9\u62c6\u6210\u51e0\u4e2a\u6587\u4ef6&#xff0c;\u518d\u901a\u8fc7 &#064; \u5168\u90e8 import \u8fdb CLAUDE.md&#xff0c;\u53ea\u662f\u770b\u7740\u6e05\u6670\u4e86&#xff0c;\u4f46\u542f\u52a8\u65f6\u7167\u6837\u5168\u90e8\u8fdb\u5165 context \u4e2d\u3002<\/p>\n<p>\u771f\u8981\u8282\u7701 context \u7684\u8bdd&#xff0c;\u8981\u7528\u6309\u8def\u5f84\u52a0\u8f7d\u7684 rules&#xff0c;\u6216\u8005\u628a\u4efb\u52a1\u6d41\u7a0b\u505a\u6210 Skill\u3002<\/p>\n<p>memory \u4e5f\u6709\u4e86\u66f4\u6e05\u695a\u7684\u5206\u5de5\u3002<\/p>\n<p>\u6bd4\u5982\u4e00\u4e2a JavaScript \u9879\u76ee\u7684 CLAUDE.md&#xff0c;\u53ef\u4ee5\u8fd9\u6837\u5199&#xff1a;<\/p>\n<p>&#8211; \u4fee\u6539 JavaScript \u540e\u8fd0\u884c &#096;npm test&#096;\u3002<br \/>\n&#8211; \u5b89\u88c5\u4f9d\u8d56\u4f18\u5148\u4f7f\u7528 &#096;pnpm&#096;\u3002<br \/>\n&#8211; API handler \u7edf\u4e00\u653e\u5728 &#096;src\/api\/handlers\/&#096;\u3002<\/p>\n<p>\u8fd9\u4e9b\u662f\u4f60\u4e3b\u52a8\u5b9a\u4e0b\u7684\u89c4\u77e9&#xff0c;\u6bcf\u6b21\u5de5\u4f5c\u90fd\u8981\u9075\u5b88\u3002<\/p>\n<p>auto memory \u91cc\u5219\u53ef\u80fd\u51fa\u73b0&#xff1a;<\/p>\n<p>&#8211; \u672c\u5730 Redis \u6ca1\u542f\u52a8\u65f6&#xff0c;\u96c6\u6210\u6d4b\u8bd5\u4f1a\u62a5 &#096;ECONNREFUSED&#096;\u3002<br \/>\n&#8211; \u4fee\u6539 schema \u540e&#xff0c;\u9700\u8981\u91cd\u65b0\u751f\u6210\u7c7b\u578b&#xff0c;\u5426\u5219\u6d4b\u8bd5\u4f1a\u8bfb\u5230\u65e7\u7c7b\u578b\u3002<br \/>\n&#8211; 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models<\/li>\n<p>https:\/\/claude.com\/blog\/the-new-rules-of-context-engineering-for-claude-5-generation-models<\/p>\n<li>Effective context engineering for AI agents<\/li>\n<p>https:\/\/www.anthropic.com\/engineering\/effective-context-engineering-for-ai-agents<\/p>\n<li>A field guide to Claude Fable 5: Finding your unknowns<\/li>\n<p>https:\/\/claude.com\/blog\/a-field-guide-to-claude-fable-finding-your-unknowns<\/p>\n<li>How Claude remembers your project<\/li>\n<p>https:\/\/code.claude.com\/docs\/en\/memory<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u867d\u7136 A \u793e\u6700\u8fd1\u6709\u4e9b\u505a\u6cd5\u786e\u5b9e\u8ba9\u4eba\u53cd\u80c3&#xff0c;\u4f46 Thariq \u5199\u6280\u672f\u6587\u7ae0\u7684\u80fd\u529b&#xff0c;\u6211\u662f\u670d\u7684\u3002\u6240\u4ee5\u8be5\u9a82\u7684\u9a82&#xff0c;\u8be5\u501f\u9274\u7684\u501f\u9274\u3002<br \/>\n7 \u6708 24 \u65e5&#xff0c;Anthropic \u53d1\u4e86\u4e00\u7bc7 context engineering 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