{"id":116361,"date":"2026-10-21T08:17:30","date_gmt":"2026-10-21T00:17:30","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/116361.html"},"modified":"2026-10-21T08:17:30","modified_gmt":"2026-10-21T00:17:30","slug":"leanrea%e8%bf%98%e6%98%afrea%ef%bc%9fmcp%e9%80%86%e5%90%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b8%8e8kb%e6%8a%80%e8%83%bd%e6%96%87%e4%bb%b6%e7%9a%84%e7%bb%88%e6%9e%81%e5%af%b9%e6%af%94%e4%b8%8e%e9%80%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/116361.html","title":{"rendered":"leanrea\u8fd8\u662fREA\uff1fMCP\u9006\u5411\u670d\u52a1\u5668\u4e0e8KB\u6280\u80fd\u6587\u4ef6\u7684\u7ec8\u6781\u5bf9\u6bd4\u4e0e\u9009\u578b\u6307\u5357"},"content":{"rendered":"<h3 class=\"gcb-project-title\">\u3010\u514d\u8d39\u4e0b\u8f7d\u94fe\u63a5\u3011leanrea<\/h3>\n<p class=\"gcb-project-desc\">One 8 KB skill that replaces REA (Reverse Engineer Anything): plain CLI tools, no MCP. Benchmarked: 38% faster, 35% cheaper.<\/p>\n<p>    <span class=\"gcb-project-addr-label\">\u9879\u76ee\u5730\u5740&#xff1a;<\/span><br \/>\n    <span class=\"gcb-project-addr-link\">https:\/\/gitcode.com\/gh_mirrors\/le\/leanrea<\/span> <\/p>\n<p>  <span class=\"gcb-project-btn\"> <span class=\"gcb-project-btn-main\">\u70b9\u51fb\u67e5\u770b<\/span> <span class=\"gcb-project-btn-sub\">\u514d\u8d39\u4e0b\u8f7d<\/span> <\/span> <\/p>\n<p>leanrea \u662f\u4e00\u4e2a 8 KB \u7684\u6280\u80fd\u6587\u4ef6&#xff0c;\u8ba9 AI Agent \u4ec5\u51ed\u7eaf\u547d\u4ee4\u884c\u5de5\u5177&#xff08;asar\u3001otool\u3001nm\u3001jadx\u3001sqlite3 \u7b49&#xff09;\u5c31\u80fd\u5b8c\u6210\u8f6f\u4ef6\u9006\u5411\u5de5\u7a0b\u2014\u2014\u4e0d\u88c5 25 MB \u7684 npm \u5305&#xff0c;\u4e0d\u6ce8\u518c 207 \u4e2a MCP \u5de5\u5177&#xff0c;\u96f6\u670d\u52a1\u5668\u3002\u800c REA&#xff08;Reverse Engineer Anything&#xff09;\u8d70\u7684\u662f\u53e6\u4e00\u6761\u8def\u7ebf&#xff1a;\u5728 Agent \u4e0e\u5de5\u5177\u4e4b\u95f4\u67b6\u8d77\u4e00\u5c42 MCP \u9006\u5411\u670d\u52a1\u5668\u3002\u5b9e\u6d4b\u6570\u636e\u663e\u793a&#xff0c;leanrea \u6bd4 REA \u5feb 38%\u3001\u4fbf\u5b9c 35%&#xff0c;\u51c6\u786e\u7387\u6301\u5e73\u3002\u672c\u6587\u7528\u771f\u5b9e\u57fa\u51c6\u6570\u636e&#xff0c;\u5e2e\u4f60\u4e00\u6b21\u8bb2\u6e05\u4e24\u8005\u5dee\u5f02\u5e76\u7ed9\u51fa\u9009\u578b\u5efa\u8bae\u3002<\/p>\n<h3>&#x1f4cc; \u80cc\u666f&#xff1a;MCP \u9006\u5411\u670d\u52a1\u5668 vs \u4e00\u4e2a\u6280\u80fd\u6587\u4ef6<\/h3>\n<p>\u5148\u7406\u89e3\u4e24\u79cd\u65b9\u6848\u7684\u672c\u8d28\u533a\u522b&#xff1a;<\/p>\n<table>\n<tr>\u7ef4\u5ea6REA 6.5.0&#xff08;MCP \u65b9\u6848&#xff09;leanrea&#xff08;\u6280\u80fd\u6587\u4ef6\u65b9\u6848&#xff09;<\/tr>\n<tbody>\n<tr>\n<td>\u5b89\u88c5\u5185\u5bb9<\/td>\n<td>25 MB npm \u5305 &#043; MCP \u670d\u52a1\u5668<\/td>\n<td>\u4e00\u4efd SKILL.md<\/td>\n<\/tr>\n<tr>\n<td>\u8bf4\u660e\u6587\u5b57<\/td>\n<td>23.5 KB skill &#043; 48.8 KB references<\/td>\n<td>8 KB<\/td>\n<\/tr>\n<tr>\n<td>\u6ce8\u5165 Agent \u7684\u5de5\u5177<\/td>\n<td>207 \u4e2a&#xff08;3.35 MB \u5b9a\u4e49&#xff09;<\/td>\n<td>0 \u4e2a&#xff08;\u76f4\u63a5\u7528 Bash&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>&#034;Reply OK&#034; \u5168\u91cf\u52a0\u8f7d\u4e0a\u4e0b\u6587<\/td>\n<td>400.7k tokens&#xff0c;$1.60<\/td>\n<td>34.5k tokens&#xff0c;$0.09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e00\u53e5\u8bdd\u6982\u62ec&#xff1a;REA \u5728 Agent \u548c\u5b83\u672c\u6765\u5c31\u4f1a\u7528\u7684 CLI \u5de5\u5177\u4e4b\u95f4\u591a\u63d2\u4e86\u4e00\u5c42 MCP&#xff1b;leanrea \u5219\u628a\u8fd9\u4e00\u5c42\u62ff\u6389&#xff0c;\u53ea\u544a\u8bc9 Agent&#034;\u6bcf\u7c7b\u76ee\u6807\u8be5\u7528\u54ea\u6761\u6700\u5feb\u7684\u547d\u4ee4\u3001\u6709\u54ea\u4e9b\u5751&#034;&#xff0c;\u7136\u540e\u8ba9 Agent \u76f4\u63a5\u8dd1\u771f\u5b9e\u5de5\u5177\u3002<\/p>\n<p>&#x1f4d6; \u9879\u76ee\u8bf4\u660e\u4e0e\u5b8c\u6574\u5bf9\u6bd4\u8868\u89c1 README.md<\/p>\n<h3>&#x1f4ca; \u5b9e\u6d4b\u6570\u636e&#xff1a;\u5feb 38%\u3001\u7701 35%&#xff0c;\u51c6\u786e\u7387\u6301\u5e73<\/h3>\n<p>\u57fa\u51c6\u6d4b\u8bd5\u73af\u5883&#xff1a;Claude Code headless&#xff08;claude -p&#xff09;&#043; Sonnet 5.5 &#043; macOS arm64\u30024 \u4e2a\u9006\u5411\u4efb\u52a1 \u00d7 3 \u6b21\u91cd\u590d \u00d7 3 \u7ec4\u5bf9\u7167\u7ec4\u5e76\u884c\u6267\u884c&#xff0c;\u7b54\u6848\u6309\u4eba\u5de5\u7f16\u5199\u7684\u6807\u51c6\u7b54\u6848\u6253\u5206\u3002<\/p>\n<p>\u56db\u4e2a\u4efb\u52a1\u8986\u76d6\u5178\u578b\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>electron&#xff1a;\u5728\u771f\u5b9e Electron \u5e94\u7528\u7684 app.asar \u4e2d\u8ffd\u8e2a\u67d0\u529f\u80fd\u7684\u5b8c\u6574\u94fe\u8def&#xff08;\u539f\u751f\u51fd\u6570 \u2192 \u4e3b\u8fdb\u7a0b\u7c7b \u2192 IPC \u901a\u9053&#xff09;<\/li>\n<li>native&#xff1a;\u6e05\u70b9 macOS \u539f\u751f\u63d2\u4ef6&#xff08;.node&#xff09;\u7684\u5bfc\u51fa\u3001TCC \u6743\u9650\u68c0\u67e5\u548c\u5355\u5b9e\u4f8b\u9501<\/li>\n<li>go&#xff1a;\u4ece\u5265\u79bb\u4e86\u7b26\u53f7\u7684 gh \u4e8c\u8fdb\u5236\u4e2d\u63d0\u53d6\u5de5\u5177\u94fe\u4e0e\u4f9d\u8d56\u7248\u672c<\/li>\n<li>deep&#xff1a;\u4ec5\u9760\u53cd\u6c47\u7f16\u8fd8\u539f\u9501\u7684 socket \u8def\u5f84\u683c\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u548c\u914d\u5bf9\u7aef\u8ba4\u8bc1\u65b9\u5f0f<\/li>\n<\/ul>\n<p>\u603b\u5206&#xff08;12 \u6b21\u8fd0\u884c\u6c47\u603b&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u7ec4\u522b\u603b\u8017\u65f6\u6210\u672c\u8f6e\u6b21Token\u5f97\u5206<\/tr>\n<tbody>\n<tr>\n<td>leanrea<\/td>\n<td>388 s<\/td>\n<td>$2.17<\/td>\n<td>55<\/td>\n<td>2.40 M<\/td>\n<td>74\/75<\/td>\n<\/tr>\n<tr>\n<td>\u65e0\u6280\u80fd&#xff08;\u88f8\u6a21\u578b&#xff09;<\/td>\n<td>479 s<\/td>\n<td>$2.21<\/td>\n<td>81<\/td>\n<td>3.11 M<\/td>\n<td>67\/75&#xff08;\u542b\u4e00\u6b21\u62d2\u7b54&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>REA&#xff08;MCP &#043; \u6280\u80fd&#xff09;<\/td>\n<td>627 s<\/td>\n<td>$3.36<\/td>\n<td>124<\/td>\n<td>5.93 M<\/td>\n<td>75\/75<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5bf9\u6bd4 REA&#xff0c;leanrea&#xff1a;\u5899\u949f\u65f6\u95f4\u5c11 38%\u3001\u6210\u672c\u4f4e 35%\u3001\u8f6e\u6b21\u5c11 56%\u3001Token \u5c11 60%&#xff0c;\u51c6\u786e\u7387\u57fa\u672c\u76f8\u540c&#xff08;\u552f\u4e00\u4e00\u6b21\u5c0f\u504f\u5dee\u662f\u628a v1 IPC \u901a\u9053\u8bf4\u6210\u4e86 v2&#xff0c;\u4e24\u4e2a\u901a\u9053\u5b9e\u9645\u90fd\u5b58\u5728&#xff09;\u3002<\/p>\n<p>\u66f4\u76f4\u89c2\u7684&#034;\u540c\u4e00\u64cd\u4f5c&#034;\u5fae\u57fa\u51c6&#xff08;\u6765\u81ea bench\/BENCHMARK.md&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u64cd\u4f5cREA\u539f\u59cb\u547d\u4ee4<\/tr>\n<tbody>\n<tr>\n<td>Go \u6784\u5efa\u4fe1\u606f<\/td>\n<td>0.56 s<\/td>\n<td>go version -m&#xff1a;0.06 s<\/td>\n<\/tr>\n<tr>\n<td>Mach-O \u6982\u89c8<\/td>\n<td>3.32 s<\/td>\n<td>otool &#043; dyld_info &#043; nm&#xff1a;0.04 s<\/td>\n<\/tr>\n<tr>\n<td>Electron \u5e94\u7528\u5206\u6790<\/td>\n<td>\u9700\u52a0\u53c2\u6570\u624d\u4e0d\u62a5\u5b8c\u6574\u6027\u9519\u8bef&#xff0c;\u7136\u540e 47.9 s &#043; 140 MB JSON<\/td>\n<td>asar \u89e3\u5305 &#043; rg -uu&#xff1a;4.8 s &#043; 24 KB<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#x1f50d; \u4efb\u52a1\u5b9a\u4e49\u4e0e\u6807\u51c6\u7b54\u6848\u89c1 bench\/tasks.json&#xff0c;\u6bcf\u6b21\u8fd0\u884c\u7684\u539f\u59cb\u6307\u6807\u5728 bench\/results\/final.jsonl\u3002<\/p>\n<h3>&#x1f9e0; 8 KB \u6280\u80fd\u6587\u4ef6\u91cc\u5230\u5e95\u5199\u4e86\u4ec0\u4e48<\/h3>\n<p>\u6253\u5f00 leanrea\/SKILL.md&#xff0c;\u5185\u5bb9\u5168\u90e8\u662f&#034;\u5feb\u8def\u5f84&#034;\u77e5\u8bc6&#xff0c;\u5171\u56db\u5757&#xff1a;<\/p>\n<li>\u89c4\u5219&#xff08;Rules&#xff09;&#xff1a;\u5728\u526f\u672c\u4e0a\u64cd\u4f5c&#xff1b;\u5148\u7528 file \u548c\u9b54\u6570\u8def\u7531\u5224\u65ad\u7c7b\u578b&#xff1b;\u538b\u7f29\u6587\u4ef6\u5207\u7247\u8bfb\u3001\u4e0d\u6574\u8bfb&#xff1b;\u628a\u63a2\u9488\u6279\u91cf\u585e\u8fdb\u4e00\u6b21 shell \u8c03\u7528&#xff1b;\u6bcf\u6761\u7ed3\u8bba\u6807\u6ce8 seen \/ inferred \/ unknown\u3002<\/li>\n<li>\u8def\u7531\u8868&#xff08;Router&#xff09;&#xff1a;\u6bcf\u7c7b\u76ee\u6807\u7c7b\u578b\u5bf9\u5e94\u6700\u5feb\u547d\u4ee4\u2014\u2014Electron\/asar&#xff08;IPC\u3001preload\u3001fuses&#xff09;\u3001\u538b\u7f29 JS \u4e0e source map\u3001Mach-O\u3001ELF\/PE\u3001Go buildinfo\u3001Rust\u3001.NET\u3001Android APK\u3001Flutter \u5feb\u7167\u3001WASM\u3001SQLite\u3001pcap\u3001\u56fa\u4ef6\u3001\u7f51\u7ad9\u4e0e\u8fd0\u884c\u65f6\u8ffd\u8e2a\u3002<\/li>\n<li>\u9996\u6b65\u547d\u4ee4&#xff08;First moves&#xff09;&#xff1a;\u539f\u751f\u4e8c\u8fdb\u5236\u548c Electron \u5e94\u7528\u5404\u4e00\u6761&#034;\u7c98\u8d34\u5373\u8dd1&#034;\u7684\u6e05\u70b9\u547d\u4ee4&#xff0c;\u4e00\u6b21\u5de5\u5177\u8c03\u7528\u62ff\u5230\u5168\u91cf\u6e05\u5355\u3002<\/li>\n<li>\u63d0\u901f\u6a21\u5f0f&#xff08;Speed patterns&#xff09;&#xff1a;\u5148\u770b\u5b57\u7b26\u4e32\u548c\u5bfc\u5165\u8868&#xff1b;\u901a\u8fc7 otool \u7684\u5b57\u9762\u91cf\u6c60\u6ce8\u91ca\u5b9a\u4f4d\u5b57\u7b26\u4e32\u6240\u5c5e\u51fd\u6570&#xff1b;\u8bfb\u8c03\u7528\u5e8f\u5217\u800c\u975e\u9010\u6761\u6307\u4ee4&#xff1b;\u5bf9\u6bd4\u7248\u672c\u5148 diff \u6e05\u5355\u518d diff \u4ee3\u7801\u3002<\/li>\n<p>\u8fd9\u5957&#034;\u77ed\u63d0\u793a\u8bcd &#043; \u771f\u5de5\u5177&#034;\u7684\u601d\u8def&#xff0c;\u6b63\u662f\u5b83\u6562\u548c 207 \u4e2a\u5de5\u5177\u7684 MCP \u670d\u52a1\u5668\u786c\u78b0\u786c\u7684\u539f\u56e0\u3002<\/p>\n<h3>&#x1f6e0;\ufe0f \u4e00\u952e\u5b89\u88c5\u6b65\u9aa4&#xff1a;3 \u79cd\u65b9\u5f0f\u88c5\u597d leanrea<\/h3>\n<p>\u65b9\u5f0f\u4e00&#xff1a;skills CLI \u4e00\u952e\u5b89\u88c5&#xff08;\u63a8\u8350&#xff09;<\/p>\n<p>npx skills add aicodeking\/leanrea<\/p>\n<p>\u5b83\u4f1a\u627e\u5230 leanrea \u6280\u80fd\u5e76\u8be2\u95ee\u8981\u88c5\u5230\u54ea\u4e9b Agent&#xff1a;Claude Code\u3001Codex\u3001Cursor\u3001Gemini CLI\u3001OpenCode \u7b49\u3002\u5e38\u7528\u53d8\u4f53&#xff1a;<\/p>\n<p>npx skills add aicodeking\/leanrea -g                 # \u7528\u6237\u7ea7&#xff0c;\u6240\u6709\u9879\u76ee\u53ef\u7528<br \/>\nnpx skills add aicodeking\/leanrea -a claude-code -y  # \u4ec5 Claude Code<br \/>\nnpx skills update leanrea                            # \u540e\u7eed\u66f4\u65b0<\/p>\n<p>\u65b9\u5f0f\u4e8c&#xff1a;\u624b\u52a8\u514b\u9686\u5b89\u88c5<\/p>\n<p>git clone https:\/\/gitcode.com\/gh_mirrors\/le\/leanrea<br \/>\nmkdir -p ~\/.claude\/skills &amp;&amp; cp -R leanrea\/leanrea ~\/.claude\/skills\/<\/p>\n<p>\u65b9\u5f0f\u4e09&#xff1a;\u65e0\u6280\u80fd\u652f\u6301\u7684 Agent<\/p>\n<p>\u76f4\u63a5\u628a leanrea\/SKILL.md \u7eaf\u6587\u672c\u7c98\u8d34\u8fdb rules \u6216 system prompt \u5373\u53ef\u3002<\/p>\n<p>\u88c5\u597d\u540e\u8fd9\u6837\u4f7f\u7528&#xff1a;<\/p>\n<p>\/leanrea How does the search feature in Foo.app work? Show the evidence.<\/p>\n<h3>&#x1f9ed; \u9009\u578b\u6307\u5357&#xff1a;\u4ec0\u4e48\u65f6\u5019\u9009 leanrea&#xff0c;\u4ec0\u4e48\u65f6\u5019\u9009 REA<\/h3>\n<table>\n<tr>\u4f60\u7684\u573a\u666f\u5efa\u8bae\u9009\u62e9\u7406\u7531<\/tr>\n<tbody>\n<tr>\n<td>\u5728\u610f\u54cd\u5e94\u901f\u5ea6\u548c Token \u6210\u672c<\/td>\n<td>leanrea<\/td>\n<td>\u5feb 38%\u3001\u7701 35%&#xff0c;\u5168\u91cf\u4e0a\u4e0b\u6587\u4ec5 34.5k tokens<\/td>\n<\/tr>\n<tr>\n<td>Agent \u6bcf\u6b21\u5168\u91cf\u52a0\u8f7d MCP \u5de5\u5177<\/td>\n<td>leanrea<\/td>\n<td>REA \u5168\u91cf\u52a0\u8f7d\u9700 400.7k tokens&#xff08;\u7ea6 $1.60\/\u6b21&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u4f9d\u8d56 Ghidra \/ jadx \u7b49\u91cd\u5de5\u5177\u751f\u6001<\/td>\n<td>REA<\/td>\n<td>\u5185\u7f6e\u5b8c\u6574\u5de5\u5177\u94fe\u4e0e\u5c01\u88c5&#xff0c;\u5f00\u7bb1\u5373\u7528<\/td>\n<\/tr>\n<tr>\n<td>Agent \u4e0d\u652f\u6301 skills \u673a\u5236<\/td>\n<td>\u4e24\u8005\u7686\u53ef<\/td>\n<td>leanrea \u53ef\u7eaf\u6587\u672c\u6ce8\u5165&#xff0c;REA \u9700 MCP \u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>\u60f3\u9a8c\u8bc1&#034;\u77ed\u63d0\u793a &#043; \u539f\u751f\u5de5\u5177&#034;\u80fd\u5426\u80dc\u4efb<\/td>\n<td>leanrea<\/td>\n<td>\u53ef\u76f4\u63a5\u590d\u73b0\u57fa\u51c6&#xff0c;\u6570\u636e\u5168\u90e8\u516c\u5f00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u2696\ufe0f \u4e5f\u8bf7\u7559\u610f\u5b98\u65b9\u7ed9\u51fa\u7684\u8bda\u5b9e\u6ce8\u811a&#xff1a;\u6bcf\u7ec4\u4ec5 3 \u6b21\u91cd\u590d\u3001\u5355\u4e00\u6a21\u578b\u3001\u5355\u4e00\u673a\u5668&#xff1b;REA \u662f\u5728\u5176\u6700\u597d\u60c5\u51b5\u4e0b&#xff08;Claude Code \u5ef6\u8fdf\u5de5\u5177\u641c\u7d22\u6309\u9700\u52a0\u8f7d&#xff09;\u6d4b\u8bd5\u7684&#xff1b;\u4e14\u88f8\u6a21\u578b\u672c\u8eab\u5df2\u7ecf\u5f88\u5f3a\u2014\u2014leanrea \u76f8\u5bf9\u65e0\u6280\u80fd\u7684\u63d0\u5347&#xff08;\u7ea6 19% \u63d0\u901f&#xff09;\u5c0f\u4e8e\u5b83\u76f8\u5bf9 REA \u7684\u63d0\u5347\u3002<\/p>\n<h3>&#x1f52c; \u81ea\u5df1\u52a8\u624b&#xff1a;\u5982\u4f55\u590d\u73b0\u8fd9\u4efd\u57fa\u51c6\u6d4b\u8bd5<\/h3>\n<p>\u6240\u6709\u6d4b\u8bd5\u811a\u672c\u90fd\u653e\u5728 bench\/ \u76ee\u5f55&#xff0c;\u9700\u8981 macOS&#xff08;\u542b\u76ee\u6807 Electron \u5e94\u7528&#xff0c;\u89c1 bench\/setup.sh&#xff09;\u3001Homebrew \u7684 gh\u3001Node \u548c\u5df2\u767b\u5f55\u7684 Claude Code&#xff1a;<\/p>\n<p>cd bench<br \/>\n.\/setup.sh     # \u5b89\u88c5 rea-agents&#064;6.5.0&#xff0c;\u590d\u5236\u76ee\u6807\u6587\u4ef6\u5230 bench\/work<br \/>\n.\/run_all.sh   # 36 \u6b21\u8fd0\u884c&#xff0c;Sonnet \u4e0a\u7ea6 $8<br \/>\n.\/ctx.sh       # \u4e0a\u4e0b\u6587\u5f00\u9500\u63a2\u6d4b<br \/>\npython3 mcp_list.py &#8230; &#8211;mcp   # \u7edf\u8ba1 REA \u5de5\u5177\u6570\u91cf\u4e0e\u4f53\u79ef<\/p>\n<p>\u5355\u683c\u8fd0\u884c\u53ef\u7528 bench\/run.py&#xff08;python3 -I run.py &lt;none|leanrea|rea&gt; &lt;task&gt; &lt;rep&gt;&#xff09;\u3002<\/p>\n<h3>\u2705 \u5c0f\u7ed3<\/h3>\n<ul>\n<li>leanrea&#xff1a;8 KB \u6280\u80fd\u6587\u4ef6 &#043; \u7eaf CLI \u5de5\u5177&#xff0c;\u5feb 38%\u3001\u7701 35%\u3001\u8f6e\u6b21\u5c11 56%&#xff0c;\u9002\u5408\u8ffd\u6c42\u901f\u5ea6\u548c\u6210\u672c\u7684\u9006\u5411\u573a\u666f\u3002<\/li>\n<li>REA&#xff1a;\u529f\u80fd\u9f50\u5168\u7684 MCP \u9006\u5411\u670d\u52a1\u5668&#xff08;207 \u4e2a\u5de5\u5177&#xff09;&#xff0c;\u9002\u5408\u4f9d\u8d56\u5176\u91cd\u5de5\u5177\u751f\u6001\u7684\u573a\u666f\u3002<\/li>\n<li>\u4e24\u8005\u7406\u5ff5\u4e0d\u540c\u3001\u6570\u636e\u900f\u660e&#xff0c;\u5927\u591a\u6570\u65e5\u5e38\u9006\u5411\u4efb\u52a1\u9009 leanrea \u66f4\u5212\u7b97&#xff1b;\u9700\u8981\u91cd\u6b66\u5668\u5de5\u5177\u94fe\u65f6 REA \u4ecd\u6709\u4ef7\u503c\u3002<\/li>\n<li>\u5b8c\u6574\u6570\u636e\u89c1 bench\/BENCHMARK.md \u4e0e bench\/ctx.sh&#xff0c;\u9879\u76ee\u91c7\u7528 MIT \u8bb8\u53ef&#xff08;LICENSE&#xff09;\u3002<\/li>\n<\/ul>\n<p>  <img loading=\"lazy\" decoding=\"async\" class=\"gcb-icon-like\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261021001729-6ad804990a620.svg\" alt=\"\" width=\"16\" height=\"16\" \/> <span class=\"gcb-like-text\">\u8d5e<\/span>  <\/p>\n<p>   <span class=\"gcb-share-text\">\u5206\u4eab<\/span>  <\/p>\n<h3 class=\"gcb-project-title\">\u3010\u514d\u8d39\u4e0b\u8f7d\u94fe\u63a5\u3011leanrea<\/h3>\n<p class=\"gcb-project-desc\">One 8 KB skill that replaces REA (Reverse Engineer Anything): plain CLI tools, no MCP. Benchmarked: 38% faster, 35% cheaper.<\/p>\n<p>    <span class=\"gcb-project-addr-label\">\u9879\u76ee\u5730\u5740&#xff1a;<\/span><br \/>\n    <span class=\"gcb-project-addr-link\">https:\/\/gitcode.com\/gh_mirrors\/le\/leanrea<\/span> <\/p>\n<p>  <span class=\"gcb-project-btn\"> <span class=\"gcb-project-btn-main\">\u70b9\u51fb\u67e5\u770b<\/span> <span class=\"gcb-project-btn-sub\">\u514d\u8d39\u4e0b\u8f7d<\/span> <\/span> <\/p>\n<h4 class=\"gcb-related-title\">\u76f8\u5173\u63a8\u8350<\/h4>\n<ul class=\"gcb-related-list\">\n<li class=\"gcb-related-item\">\n<h5 class=\"gcb-related-item-title\"> \u81ea\u5efantfy\u670d\u52a1\u5668\u8fd8\u662f\u7528\u4e91\u670d\u52a1&#xff1f;2025\u5e74\u6210\u672c\u5bf9\u6bd4\u4e0e\u51b3\u7b56\u6307\u5357<\/h5>\n<p class=\"gcb-related-item-desc\">\u81ea\u5efantfy\u670d\u52a1\u5668\u8fd8\u662f\u7528\u4e91\u670d\u52a1&#xff1f;2025\u5e74\u6210\u672c\u5bf9\u6bd4\u4e0e\u51b3\u7b56\u6307\u5357 \u4f60\u8fd8\u5728\u4e3a\u901a\u77e5\u670d\u52a1\u7684\u6210\u672c\u98d9\u5347\u800c\u5934\u75bc\u5417&#xff1f;\u5f53\u56e2\u961f\u89c4\u6a21\u6269\u5927\u523050\u4eba\u3001\u6bcf\u65e5\u53d1\u900110\u4e07\u6761\u901a\u77e5\u65f6&#xff0c;\u4e91\u670d\u52a1\u8d26\u5355\u53ef\u80fd<\/p>\n<p>     <span class=\"gcb-tag\">\u540e\u7aef<\/span><br \/>\n     <span class=\"gcb-tag\">\u6d88\u606f\u8def\u7531<\/span><br \/>\n     <span class=\"gcb-tag\">WebSocket<\/span>\n      <\/li>\n<li class=\"gcb-related-item\">\n<h5 class=\"gcb-related-item-title\"> Blazor\u4e0eBlazor Server\u7ec8\u6781\u5bf9\u6bd4&#xff1a;WebAssembly\u4e0e\u670d\u52a1\u5668\u6e32\u67d3\u7684\u5b8c\u6574\u6280\u672f\u9009\u578b\u6307\u5357<\/h5>\n<p class=\"gcb-related-item-desc\">Blazor\u4e0eBlazor Server\u7ec8\u6781\u5bf9\u6bd4&#xff1a;WebAssembly\u4e0e\u670d\u52a1\u5668\u6e32\u67d3\u7684\u5b8c\u6574\u6280\u672f\u9009\u578b\u6307\u5357 \u5728\u5f53\u4ecaWeb\u5f00\u53d1\u9886\u57df&#xff0c;Blazor\u6280\u672f\u4ee5\u5176\u9769\u547d\u6027\u7684.NE<\/p>\n<p>     <span class=\"gcb-tag\">\u524d\u7aef<\/span><br \/>\n     <span class=\"gcb-tag\">Web\u6846\u67b6<\/span>\n      <\/li>\n<li class=\"gcb-related-item\">\n<h5 class=\"gcb-related-item-title\">vLLM\u3001SGLang \u8fd8\u662f TensorRT-LLM&#xff1a;Nemotron-3-Super-120B-A12B-BF16-MTPv2 \u591a\u8fd0\u884c\u65f6\u670d\u52a1\u5bf9\u6bd4\u4e0e\u9009\u578b<\/h5>\n<p class=\"gcb-related-item-desc\">vLLM\u3001SGLang \u8fd8\u662f TensorRT LLM&#xff1a;Nemotron 3 Super 120B A12B BF16 MTPv2 \u591a\u8fd0\u884c\u65f6\u670d\u52a1\u5bf9\u6bd4\u4e0e\u9009\u578b Ne<\/p>\n<\/li>\n<\/ul>\n<p>  <span class=\"gcb-prev-next-label\">\u4e0a\u4e00\u7bc7&#xff1a;<\/span><br \/>\n  \u6296\u97f3\u76f4\u64ad\u6570\u636e\u91c7\u96c6\u7ec8\u6781\u6307\u5357&#xff1a;\u96f6\u4ee3\u7801\u83b7\u53d6\u5b9e\u65f6\u5f39\u5e55\u4e0e\u793c\u7269\u6570\u636e <\/p>\n<p>  <span class=\"gcb-prev-next-label\">\u4e0b\u4e00\u7bc7&#xff1a;<\/span><br \/>\n  \u6296\u97f3\u76f4\u64ad\u6570\u636e\u6293\u53d6\u5de5\u5177&#xff1a;DouyinLiveWebFetcher\u5b8c\u6574\u4f7f\u7528\u6307\u5357 <\/p>\n<p>\u521b\u4f5c\u58f0\u660e\uff1a\u672c\u6587\u90e8\u5206\u5185\u5bb9\u7531AI\u8f85\u52a9\u751f\u6210\uff08AIGC\uff09\uff0c\u4ec5\u4f9b\u53c2\u8003<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u514d\u8d39\u4e0b\u8f7d\u94fe\u63a5\u3011leanrea One 8 KB skill that replaces REA (Reverse Engineer Anything): plain CLI tools, no MCP. Benchmarked: 38% faster, 35% cheaper. \u9879\u76ee\u5730\u5740&#xff1a; https:\/\/gitcode.com\/gh_mirrors\/le\/leanrea \u70b9\u51fb\u67e5\u770b \u514d\u8d39\u4e0b\u8f7d  leanrea \u662f\u4e00\u4e2a 8 KB \u7684\u6280\u80fd\u6587\u4ef6&#xff0c;\u8ba9 A<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-116361","post","type-post","status-publish","format-standard","hentry","category-server"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>leanrea\u8fd8\u662fREA\uff1fMCP\u9006\u5411\u670d\u52a1\u5668\u4e0e8KB\u6280\u80fd\u6587\u4ef6\u7684\u7ec8\u6781\u5bf9\u6bd4\u4e0e\u9009\u578b\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/116361.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"leanrea\u8fd8\u662fREA\uff1fMCP\u9006\u5411\u670d\u52a1\u5668\u4e0e8KB\u6280\u80fd\u6587\u4ef6\u7684\u7ec8\u6781\u5bf9\u6bd4\u4e0e\u9009\u578b\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u3010\u514d\u8d39\u4e0b\u8f7d\u94fe\u63a5\u3011leanrea One 8 KB skill that replaces REA (Reverse Engineer Anything): plain CLI tools, no MCP. 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