{"id":4398,"date":"2026-09-03T17:58:28","date_gmt":"2026-09-03T09:58:28","guid":{"rendered":"https:\/\/ai.jxgzhc.cn\/?p=4398"},"modified":"2026-09-03T17:58:31","modified_gmt":"2026-09-03T09:58:31","slug":"%e5%87%8f%e5%b0%9165-ai-token%e6%b6%88%e8%80%97","status":"publish","type":"post","link":"https:\/\/ai.jxgzhc.cn\/?p=4398","title":{"rendered":"\u51cf\u5c1165% AI Token\u6d88\u8017"},"content":{"rendered":"<p><img decoding=\"async\" class=\"alignnone size-full\" src=\"https:\/\/ai.jxgzhc.cn\/wp-content\/uploads\/2026\/09\/caveman.webp\" alt=\"\u51cf\u5c1165% AI Token\u6d88\u8017\" \/><\/p>\n<p><strong>\u5728\u4fdd\u6301\u4ee3\u7801\u903b\u8f91 100% \u51c6\u786e\u7684\u524d\u63d0\u4e0b\uff0c\u5e73\u5747\u51cf\u5c11 65% \u7684\u8f93\u51fa Token \u5360\u7528\u3002<\/strong><\/p>\n<h2>\u8be6\u7ec6\u4ecb\u7ecd<\/h2>\n<p>Caveman<\/p>\n<p>Caveman \u662f\u4e00\u4e2a\u7528\u4e8e AI \u7f16\u7801 Agent \u7684 skill\/plugin\uff0c\u8ba9 Agent \u50cf\u201c\u7a74\u5c45\u4eba\u201d\u4e00\u6837\u8bf4\u8bdd\uff1a\u53bb\u6389\u5e9f\u8bdd\uff0c\u7528\u7b80\u77ed\u3001\u76f4\u63a5\u7684\u77ed\u53e5\u56de\u7b54\uff0c\u540c\u65f6\u4fdd\u8bc1\u4ee3\u7801\u3001\u547d\u4ee4\u548c\u9519\u8bef\u4fe1\u606f\u9010\u5b57\u8282\u51c6\u786e\u3002\u6839\u636e README\uff0c\u540c\u6837\u7b54\u6848\u53ef\u51cf\u5c11\u7ea6 65% \u7684\u8f93\u51fa token \u3002<\/p>\n<p>\u5b83\u53ef\u7528\u4e8e Claude Code\u3001Codex\u3001Gemini\u3001Cursor\u3001Windsurf\u3001Cline\u3001Copilot \u4ee5\u53ca 30+ \u4e2a\u5176\u4ed6 Agent\u3002<\/p>\n<p>\u9700\u8981\u8bda\u5b9e\u8bf4\u660e\uff1aCaveman \u53ea\u51cf\u5c11 \u8f93\u51fa token\uff1b\u8f93\u5165\u548c\u63a8\u7406 token \u4e0d\u4f1a\u51cf\u5c11\uff0c\u4e14 Skill \u672c\u8eab\u6bcf\u56de\u5408\u4f1a\u589e\u52a0\u7ea6 1\u20131.5k \u8f93\u5165 token\u3002<\/p>\n<p>\u9002\u7528\u4eba\u7fa4<\/p>\n<p>\u4f7f\u7528 AI \u7f16\u7801 Agent\uff0c\u5e0c\u671b\u56de\u590d\u66f4\u77ed\u3001\u66f4\u6613\u8bfb\uff0c\u540c\u65f6\u4e0d\u635f\u5931\u6280\u672f\u51c6\u786e\u6027\u7684\u5f00\u53d1\u8005\u3002<\/p>\n<p>\u5173\u6ce8\u8f93\u51fa token \u6210\u672c\uff0c\u4f46\u7406\u89e3\u201c\u771f\u6b63\u7684\u6536\u76ca\u662f\u53ef\u8bfb\u6027\u548c\u901f\u5ea6\uff0c\u800c\u4e0d\u662f\u5fc5\u7136\u7701\u94b1\u201d\u7684\u7528\u6237\u3002<\/p>\n<p>Claude Code\u3001Codex\u3001Gemini\u3001Cursor\u3001Windsurf\u3001Cline\u3001Copilot \u53ca 30+ \u4e2a\u5176\u4ed6\u53d7\u652f\u6301 Agent \u7684\u7528\u6237\u3002<\/p>\n<p>\u6548\u679c\u9884\u89c8<\/p>\n<p>\u666e\u901a Agent \u2014 69 tokens\uff1a<\/p>\n<p>\u4f60\u7684 React \u7ec4\u4ef6\u91cd\u65b0\u6e32\u67d3\uff0c\u5f88\u53ef\u80fd\u662f\u56e0\u4e3a\u6bcf\u6b21\u6e32\u67d3\u90fd\u521b\u5efa\u4e86\u65b0\u7684\u5bf9\u8c61\u5f15\u7528\u3002\u5f53\u4f60\u628a\u5185\u8054\u5bf9\u8c61\u4f5c\u4e3a prop \u4f20\u5165\u65f6\uff0cReact \u7684\u6d45\u6bd4\u8f83\u4f1a\u8ba4\u4e3a\u5b83\u662f\u4e0d\u540c\u7684\u5bf9\u8c61\uff0c\u4ece\u800c\u89e6\u53d1\u91cd\u65b0\u6e32\u67d3\u3002\u6211\u5efa\u8bae\u7528 useMemo \u6765\u8bb0\u5fc6\u8fd9\u4e2a\u5bf9\u8c61\u3002<\/p>\n<p>Caveman Agent \u2014 19 tokens\uff1a<\/p>\n<p>\u6bcf\u6b21\u6e32\u67d3\u90fd\u662f\u65b0\u5bf9\u8c61\u5f15\u7528\u3002\u5185\u8054\u5bf9\u8c61 prop = \u65b0\u5f15\u7528 = \u91cd\u65b0\u6e32\u67d3\u3002\u7528 useMemo \u5305\u4e00\u4e0b\u3002<\/p>\n<p>\u666e\u901a Agent\uff1a<\/p>\n<p>\u5f53\u7136\uff01\u6211\u5f88\u4e50\u610f\u5e2e\u4f60\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u4f60\u9047\u5230\u7684\u60c5\u51b5\u5f88\u53ef\u80fd\u662f\u7531\u8ba4\u8bc1\u4e2d\u95f4\u4ef6\u6ca1\u6709\u6b63\u786e\u6821\u9a8c token \u8fc7\u671f\u65f6\u95f4\u5bfc\u81f4\u7684\u3002\u8ba9\u6211\u770b\u4e00\u4e0b\u5e76\u63d0\u51fa\u4fee\u590d\u65b9\u6848\u3002<\/p>\n<p>Caveman Agent\uff1a<\/p>\n<p>\u8ba4\u8bc1\u4e2d\u95f4\u4ef6\u6709 bug\u3002token \u8fc7\u671f\u68c0\u67e5\u7528\u7684\u662f &lt; \u800c\u4e0d\u662f &lt;= \u3002\u4fee\u590d\uff1a<\/p>\n<p>\u540c\u6837\u7684\u4fee\u590d\u3002\u4e09\u5206\u4e4b\u4e00\u7684\u7bc7\u5e45\u3002\u6280\u672f\u5185\u5bb9\u6ca1\u6709\u4e22\u5931\u3002<\/p>\n<p>\u6838\u5fc3\u80fd\u529b<\/p>\n<p>\u517c\u5bb9 Claude Code\u3001Codex\u3001Gemini\u3001Cursor\u3001Windsurf\u3001Cline\u3001Copilot \u7b49 30+ \u4e2a Agent\u3002<\/p>\n<p>\u628a\u56de\u590d\u538b\u7f29\u6210\u7b80\u77ed\u7684\u201c\u7a74\u5c45\u4eba\u201d\u98ce\u683c\uff0c\u540c\u65f6\u9010\u5b57\u8282\u4fdd\u7559\u4ee3\u7801\u3001\u547d\u4ee4\u548c\u9519\u8bef\u3002<\/p>\n<p>\u53ea\u7f29\u5c0f Agent \u7684\u201c\u5634\u201d\uff0c\u4e0d\u7f29\u5c0f\u201c\u8111\u201d\u2014\u2014\u4e0d\u6539\u53d8\u5b83\u77e5\u9053\u4ec0\u4e48\uff0c\u53ea\u6539\u53d8\u5b83\u600e\u4e48\u8bf4\u3002<\/p>\n<p>\u4fdd\u7559\u4f60\u7684\u8bed\u8a00\uff1a\u7528\u8461\u8404\u7259\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u7b49\u4e66\u5199\u65f6\uff0cAgent \u4ecd\u7528\u5bf9\u5e94\u8bed\u8a00\u56de\u590d\uff1b\u538b\u7f29\u7684\u662f\u98ce\u683c\uff0c\u4e0d\u662f\u5185\u5bb9\u3002<\/p>\n<p>\u63d0\u4f9b\u591a\u4e2a\u538b\u7f29\u7ea7\u522b\uff1a lite \u3001 full \uff08\u9ed8\u8ba4\uff09\u3001 ultra \u3001 wenyan \u3002<\/p>\n<p>\u63d0\u4f9b \/caveman-commit \u3001 \/caveman-review \u3001 \/caveman-stats \u3001 \/caveman-compress \u3001 caveman-shrink \u548c cavecrew-* \u5b50 Agent\u3002<\/p>\n<p>\u53ef\u4ee5\u91cd\u5199\u8bb0\u5fc6\u6587\u4ef6\uff08\u5982 CLAUDE.md \uff09\uff0c\u8ba9\u4e4b\u540e\u7684\u6bcf\u6b21\u4f1a\u8bdd\u4ece\u66f4\u5c0f\u7684\u4e0a\u4e0b\u6587\u5f00\u59cb\uff0c\u957f\u671f\u8282\u7701\u8f93\u5165 token\u3002<\/p>\n<p>\u65e0\u9065\u6d4b\u3001\u65e0\u5206\u6790\u3001\u65e0\u8d26\u53f7\u3001\u65e0\u540e\u7aef\uff1b\u914d\u7f6e\u5b8c\u6210\u540e\u96f6\u7f51\u7edc\u8c03\u7528\u3002<\/p>\n<p>\u547d\u4ee4\u4e00\u89c8<\/p>\n<p>\u547d\u4ee4<br \/>\u4f5c\u7528<\/p>\n<p>\/caveman [lite|full|ultra|wenyan]<br \/>\u538b\u7f29\u6bcf\u6b21\u56de\u590d\u3002\u7ea7\u522b\u5728\u4f1a\u8bdd\u4e2d\u4fdd\u6301\u3002<\/p>\n<p>\/caveman-commit<br \/>\u751f\u6210 Conventional Commit \u4fe1\u606f\uff0c\u4e3b\u9898\u4e0d\u8d85\u8fc7 50 \u5b57\u7b26\u3002\u8bb2\u201c\u4e3a\u4ec0\u4e48\u201d\u800c\u4e0d\u662f\u201c\u662f\u4ec0\u4e48\u201d\u3002<\/p>\n<p>\/caveman-review<br \/>\u4e00\u884c\u5f0f PR \u8bc4\u8bba\uff1a L42: \ud83d\udd34 bug: user null. Add guard.<\/p>\n<p>\/caveman-stats<br \/>\u67e5\u770b\u771f\u5b9e\u4f1a\u8bdd token \u7528\u91cf\u3001\u7d2f\u8ba1\u8282\u7701\u91cf\u548c USD\u3002 &#8211;share \u53ef\u751f\u6210\u53ef\u5206\u4eab\u7684\u4e00\u53e5\u8bdd\u3002<\/p>\n<p>\/caveman-compress &lt;file&gt;<br \/>\u628a\u8bb0\u5fc6\u6587\u4ef6\uff08\u5982 CLAUDE.md \uff09\u91cd\u5199\u4e3a\u201c\u7a74\u5c45\u4eba\u201d\u98ce\u683c\u3002\u4e4b\u540e\u6bcf\u6b21\u4f1a\u8bdd\u8f93\u5165 token \u51cf\u5c11\u7ea6 46%\u3002\u4ee3\u7801\u3001URL\u3001\u8def\u5f84\u9010\u5b57\u8282\u4fdd\u7559\u3002<\/p>\n<p>caveman-shrink<br \/>MCP \u4e2d\u95f4\u4ef6\u3002\u5305\u88c5\u4efb\u610f MCP server\uff0c\u538b\u7f29\u5176\u5de5\u5177\u63cf\u8ff0\u3002<\/p>\n<p>cavecrew-*<br \/>Caveman \u5b50 Agent\uff08\u8c03\u67e5\u5458\u3001\u6784\u5efa\u8005\u3001\u5ba1\u67e5\u8005\uff09\u3002\u6bd4\u666e\u901a\u7248\u672c\u51cf\u5c11\u7ea6 60% token\uff0c\u8ba9\u4e3b\u4e0a\u4e0b\u6587\u66f4\u6301\u4e45\u3002<\/p>\n<p>\u5728 Claude Code \u4e0a\uff0c\u72b6\u6001\u680f\u4f1a\u663e\u793a [CAVEMAN] \u26cf 12.4k \u2014\u2014 \u90a3\u662f\u4f60\u7d2f\u8ba1\u8282\u7701\u7684 token\uff0c\u6bcf\u6b21\u8fd0\u884c \/caveman-stats \u65f6\u66f4\u65b0\u3002\u8bbe\u7f6e CAVEMAN_STATUSLINE_SAVINGS=0 \u53ef\u5173\u95ed\u3002<\/p>\n<p>\u538b\u7f29\u7ea7\u522b<\/p>\n<p>\u968f\u65f6\u7528 \/caveman &lt;level&gt; \u5207\u6362\u3002\u7ea7\u522b\u4f1a\u4fdd\u6301\uff0c\u76f4\u5230\u4f60\u4fee\u6539\u6216\u4f1a\u8bdd\u7ed3\u675f\u3002<\/p>\n<p>\u7ea7\u522b<br \/>\u540c\u6837\u4e00\u53e5\u8bdd\u7684\u538b\u7f29\u6548\u679c<\/p>\n<p>normal agent<br \/>\u4f60\u5e94\u8be5\u628a\u5bf9\u8c61\u5305\u5728 useMemo \u91cc\uff0c\u56e0\u4e3a\u6bcf\u6b21\u6e32\u67d3\u90fd\u4f1a\u521b\u5efa\u65b0\u7684\u5f15\u7528\u3002<\/p>\n<p>lite<br \/>\u7528 useMemo \u5305\u88f9\u5bf9\u8c61\u3002\u6bcf\u6b21\u6e32\u67d3\u90fd\u4f1a\u521b\u5efa\u65b0\u5f15\u7528\u3002<\/p>\n<p>full (\u9ed8\u8ba4)<br \/>\u6bcf\u6b21\u6e32\u67d3\u90fd\u662f\u65b0\u5f15\u7528\u3002\u7528 useMemo \u5305\u88f9\u5bf9\u8c61\u3002<\/p>\n<p>ultra<br \/>\u6bcf\u6b21\u6e32\u67d3\/\u5f15\u7528\u3002 useMemo \u5b83\u3002<\/p>\n<p>wenyan<br \/>\u6bcf\u6b21\u6e32\u67d3\u90fd\u6709\u65b0\u5f15\u7528\uff0c\u6240\u4ee5\u7528 useMemo \u5305\u88f9\u2014\u2014\u7528\u6587\u8a00\u6587\u5448\u73b0\uff0c\u66f4\u77ed\u3002<\/p>\n<p>\u8bf4\u4f60\u7684\u8bed\u8a00\u3002 Caveman \u4f1a\u4fdd\u7559\u4f60\u7684\u8bed\u8a00\u3002\u5199\u8461\u8404\u7259\u8bed\uff0cCaveman \u5c31\u7528\u8461\u8404\u7259\u8bed\u56de\u5e94\uff1b\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u4e5f\u4e00\u6837\u3002\u5b83\u538b\u7f29\u7684\u662f\u98ce\u683c\uff0c\u4ece\u4e0d\u7ffb\u8bd1\u3002 wenyan \u6a21\u5f0f\u662f\u6709\u610f\u4e3a\u4e4b\u7684\u7279\u4f8b\uff1a\u6587\u8a00\u6587\u6bcf\u4e2a token \u80fd\u627f\u8f7d\u66f4\u591a\u542b\u4e49\u3002<\/p>\n<p>\u5f00\u542f \/ \u5173\u95ed<\/p>\n<p>\u5f00\u542f\uff1a\u8f93\u5165 \/caveman \u6216\u8bf4 \u201ctalk like caveman\u201d\u3002<\/p>\n<p>\u5173\u95ed\uff1a\u8bf4 \u201cnormal mode\u201d\u3002<\/p>\n<p>\u5728 Claude Code\u3001Codex \u548c Gemini \u4e0a\uff0c\u4ece\u7b2c\u4e00\u6761\u6d88\u606f\u8d77\u9ed8\u8ba4\u5f00\u542f\uff0c\u65e0\u9700\u547d\u4ee4\u3002<\/p>\n<p>\u517c\u5bb9\u6027\u4e0e\u9650\u5236<\/p>\n<p>\u53d7\u652f\u6301\u7684 Agent \u5305\u62ec Claude Code\u3001Codex\u3001Gemini\u3001Cursor\u3001Windsurf\u3001Cline\u3001Copilot \u4ee5\u53ca 30+ \u4e2a\u5176\u4ed6 Agent\u3002<\/p>\n<p>Caveman \u53ea\u538b\u7f29 \u8f93\u51fa token\u3002\u8f93\u5165\u548c\u63a8\u7406 token \u4e0d\u4f1a\u88ab\u8282\u7701\u3002<\/p>\n<p>Skill \u672c\u8eab\u6bcf\u56de\u5408\u4f1a\u589e\u52a0\u7ea6 1\u20131.5k \u8f93\u5165 token\uff0c\u56e0\u6b64\u6574\u4e2a\u4f1a\u8bdd\u7684\u5b9e\u9645\u8282\u7701\u5c0f\u4e8e\u5355\u6b21\u56de\u590d\u7684\u8f93\u51fa\u51cf\u5c11\u3002<\/p>\n<p>\u5728\u5df2\u7ecf\u5f88\u7b80\u6d01\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4e0a\uff0c\u8282\u7701\u53ef\u80fd\u53d8\u6210\u51c0\u4e8f\u635f\u3002<\/p>\n<p>Skill \u4fdd\u7559\u4f60\u7684\u8bed\u8a00\uff1b\u5b83\u538b\u7f29\u98ce\u683c\uff0c\u4e0d\u538b\u7f29\u5185\u5bb9\u3002 wenyan \u7ea7\u522b\u662f\u6709\u610f\u4e3a\u4e4b\u7684\u7279\u4f8b\u3002<\/p>\n<p>README \u8fd8\u63d0\u5230 caveman-shrink \u548c cavecrew-* \u4f5c\u4e3a MCP \u4e2d\u95f4\u4ef6\u548c\u5b50 Agent \u7684\u9644\u52a0\u5de5\u5177\u3002<\/p>\n<p>\u57fa\u51c6\u4e0e\u771f\u5b9e\u6570\u636e<\/p>\n<p>\u4ee5\u4e0b\u662f README \u63d0\u4f9b\u7684\u6765\u81ea Claude API \u7684\u771f\u5b9e token \u8ba1\u6570\u300210 \u4e2a\u63d0\u793a\u5e73\u5747\u8f93\u51fa\u51cf\u5c11 65% \uff08\u8303\u56f4 22\u201387%\uff09\uff0c\u5bf9\u6bd4\u9ed8\u8ba4\u5197\u957f\u56de\u590d\u3002\u4ec5\u8ba1\u7b97\u8f93\u51fa token\u3002<\/p>\n<p>\u4efb\u52a1<br \/>\u666e\u901a<br \/>Caveman<br \/>\u8282\u7701<\/p>\n<p>\u89e3\u91ca React \u91cd\u65b0\u6e32\u67d3 bug<br \/>1180<br \/>159<br \/>87%<\/p>\n<p>\u4fee\u590d\u8ba4\u8bc1\u4e2d\u95f4\u4ef6 token \u8fc7\u671f<br \/>704<br \/>121<br \/>83%<\/p>\n<p>\u914d\u7f6e PostgreSQL \u8fde\u63a5\u6c60<br \/>2347<br \/>380<br \/>84%<\/p>\n<p>\u89e3\u91ca git rebase \u4e0e merge<br \/>702<br \/>292<br \/>58%<\/p>\n<p>\u628a callback \u91cd\u6784\u4e3a async\/await<br \/>387<br \/>301<br \/>22%<\/p>\n<p>\u67b6\u6784\uff1a\u5fae\u670d\u52a1 vs \u5355\u4f53<br \/>446<br \/>310<br \/>30%<\/p>\n<p>\u5ba1\u67e5 PR \u7684\u5b89\u5168\u95ee\u9898<br \/>678<br \/>398<br \/>41%<\/p>\n<p>Docker \u591a\u9636\u6bb5\u6784\u5efa<br \/>1042<br \/>290<br \/>72%<\/p>\n<p>\u8c03\u8bd5 PostgreSQL \u7ade\u6001\u6761\u4ef6<br \/>1200<br \/>232<br \/>81%<\/p>\n<p>\u5b9e\u73b0 React error boundary<br \/>3454<br \/>456<br \/>87%<\/p>\n<p>\u5e73\u5747<br \/>1214<br \/>294<br \/>65%<\/p>\n<p>README \u8fd8\u5f15\u7528\u4e86\u4e00\u7bc7 2026 \u5e74 3 \u6708\u7684\u8bba\u6587\u300aBrevity Constraints Reverse Performance Hierarchies in Language Models\u300b\uff0c\u6d4b\u8bd5\u4e86 31 \u4e2a\u6a21\u578b\uff0c\u53d1\u73b0\u5728\u67d0\u4e9b\u57fa\u51c6\u4e0a\uff0c\u9650\u5236\u5927\u6a21\u578b\u7b80\u77ed\u56de\u7b54\u53ef\u4f7f\u51c6\u786e\u7387\u63d0\u9ad8\u7ea6 26 \u4e2a\u767e\u5206\u70b9\u3002<\/p>\n<p>\u8bda\u5b9e\u7684\u6570\u5b57\u63d0\u9192\u3002 Caveman \u53ea\u51cf\u5c11 \u8f93\u51fa token\u3002\u8f93\u5165\u548c\u63a8\u7406 token \u4e0d\u53d7\u5f71\u54cd\uff0c\u800c\u4e14 Skill \u672c\u8eab\u6bcf\u56de\u5408\u4f1a\u589e\u52a0\u7ea6 1\u20131.5k \u8f93\u5165 token\u3002\u56e0\u6b64\u6574\u4e2a\u4f1a\u8bdd\u7684\u8282\u7701\u4f1a\u5c0f\u4e8e\u8f93\u51fa\u6570\u5b57\uff1b\u5728\u5df2\u7ecf\u5f88\u7b80\u6d01\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4e0a\uff0c\u751a\u81f3\u53ef\u80fd\u53d8\u6210\u51c0\u4e8f\u635f\u3002\u771f\u6b63\u7684\u6536\u76ca\u662f \u53ef\u8bfb\u6027\u548c\u901f\u5ea6 \uff0c\u6210\u672c\u8282\u7701\u53ea\u662f\u989d\u5916\u597d\u5904\u3002\u60f3\u4e86\u89e3 Caveman \u4f55\u65f6\u5212\u7b97\u3001\u4f55\u65f6\u4e0d\u5212\u7b97\uff0c\u4ee5\u53ca\u5982\u4f55\u81ea\u5df1\u6d4b\u91cf\uff0c\u53ef\u67e5\u770b docs\/HONEST-NUMBERS.md \u3002<\/p>\n<p>caveman-compress \u5b9e\u4f8b<\/p>\n<p>\u771f\u5b9e\u8bb0\u5fc6\u6587\u4ef6\u538b\u7f29\u4e00\u6b21\uff0c\u4e4b\u540e\u6bcf\u6b21\u4f1a\u8bdd\u90fd\u4f1a\u66f4\u4fbf\u5b9c\uff1a<\/p>\n<p>\u6587\u4ef6<br \/>\u539f\u59cb<br \/>\u538b\u7f29\u540e<br \/>\u8282\u7701<\/p>\n<p>claude-md-preferences.md<br \/>706<br \/>285<br \/>59.6%<\/p>\n<p>project-notes.md<br \/>1145<br \/>535<br \/>53.3%<\/p>\n<p>claude-md-project.md<br \/>1122<br \/>636<br \/>43.3%<\/p>\n<p>todo-list.md<br \/>627<br \/>388<br \/>38.1%<\/p>\n<p>mixed-with-code.md<br \/>888<br \/>560<br \/>36.9%<\/p>\n<p>\u5e73\u5747<br \/>898<br \/>481<br \/>46%<\/p>\n<p>\u4e4b\u540e\u6bcf\u6b21\u4f1a\u8bdd\uff0c\u8be5\u6587\u4ef6\u52a0\u8f7d\u65f6\u7ea6\u51cf\u5c11 46% \u8f93\u5165 token\u3002\u8fd9\u4e0d\u662f\u53ea\u7701\u4e00\u6b21\u6027\u56de\u590d\uff0c\u800c\u662f\u957f\u4e45\u8282\u7701\u8f93\u5165 token\u3002<\/p>\n<p>\u5de5\u4f5c\u65b9\u5f0f<\/p>\n<p>Skill \u6587\u4ef6\u88ab\u914d\u7f6e\u5230\u4f60\u7684 Agent\u3002<\/p>\n<p>Skill \u544a\u8bc9 Agent\uff1a\u53bb\u6389\u5e9f\u8bdd\u3001\u4fdd\u7559\u5b9e\u8d28\u3001\u4f7f\u7528\u77ed\u8bed\u2014\u2014\u4f46\u7edd\u4e0d\u78b0\u4ee3\u7801\u3001\u547d\u4ee4\u6216\u9519\u8bef\u3002<\/p>\n<p>\u5728 Claude Code \u4e0a\uff0chook \u4f1a\u5728\u6bcf\u4e2a\u4f1a\u8bdd\u5199\u5165\u4e00\u4e2a\u5c0f\u6807\u8bb0\u6587\u4ef6\uff0c\u56e0\u6b64\u4ece\u7b2c\u4e00\u6761\u6d88\u606f\u8d77 Agent \u5c31\u7528\u201c\u7a74\u5c45\u4eba\u201d\u6a21\u5f0f\uff0c\u65e0\u9700 \/caveman \u3002<\/p>\n<p>\/caveman-stats \u8bfb\u53d6\u4f60\u7684\u4f1a\u8bdd\u65e5\u5fd7\uff0c\u7edf\u8ba1\u8282\u7701\u7684 token\uff0c\u628a\u6570\u5b57\u5199\u5165\u72b6\u6001\u680f\u3002<\/p>\n<p>\/caveman-compress \u91cd\u5199\u8bb0\u5fc6\u6587\u4ef6\uff08\u5982 CLAUDE.md \uff09\uff0c\u8ba9\u4e4b\u540e\u6bcf\u4e2a\u4f1a\u8bdd\u4ece\u66f4\u5c0f\u7684\u4e0a\u4e0b\u6587\u5f00\u59cb\u3002\u8282\u7701 token \u662f\u957f\u4e45\u7684\uff0c\u4e0d\u53ea\u662f\u8fd9\u4e00\u6b21\u3002<\/p>\n<p>\u9690\u79c1<\/p>\n<p>Caveman \u4e0d\u6253\u7535\u8bdd\u56de\u5bb6\u3002\u65e0\u9065\u6d4b\u3001\u65e0\u5206\u6790\u3001\u65e0\u8d26\u53f7\u3001\u65e0\u540e\u7aef\u3002\u914d\u7f6e\u5b8c\u6210\u540e\u96f6\u7f51\u7edc\u8c03\u7528\u2014\u2014Skill \u662f\u63d0\u793a\u8bcd\uff0chook \u662f\u672c\u5730\u811a\u672c\uff0c \/caveman-stats \u8bfb\u53d6\u7684\u662f\u672c\u5730\u5df2\u6709\u7684\u65e5\u5fd7\u3002\u5b89\u88c5\u65f6\u7684\u7f51\u7edc\u8bf7\u6c42\uff08GitHub \u548c Agent \u81ea\u5df1\u7684 registry\uff09\u5728 SECURITY.md \u4e2d\u6709\u8bf4\u660e\u3002<\/p>\n<h2>\u8bd5\u8bd5\u8fd9\u6837\u505a<\/h2>\n<ul>\n<li>\/caveman full<\/li>\n<li>\/caveman-stats<\/li>\n<li>\/caveman-commit<\/li>\n<\/ul>\n<hr \/>\n<p>\u4f5c\u8005\uff1aJuliusBrussee \u5f00\u53d1\u8005 \/ \u804c\u573a\u4eba \uff5c GitHub Stars 93K \uff5c \u6807\u7b7e\uff1a\u7f16\u7a0b\u5f00\u53d1 \u81ea\u52a8\u5316 \u5df2\u8ba4\u8bc1 \u5f00\u6e90\u8bb8\u53ef: MIT<\/p>\n<p>\u6765\u6e90\uff1a<a href=\"https:\/\/colaos.ai\/skills\/zh\/caveman\/\">colaos.ai<\/a> \uff5c Skill ID\uff1acaveman<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4fdd\u6301\u4ee3\u7801\u903b\u8f91 100% \u51c6\u786e\u7684\u524d\u63d0\u4e0b\uff0c\u5e73\u5747\u51cf\u5c11 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