{"id":499,"date":"2026-03-23T00:17:03","date_gmt":"2026-03-22T16:17:03","guid":{"rendered":"http:\/\/23.95.50.216:8080\/?p=499"},"modified":"2026-03-23T00:17:03","modified_gmt":"2026-03-22T16:17:03","slug":"%f0%9f%a6%9e-clawteam-agent-swarm-intelligence-b%e7%ab%99%e4%bf%9d%e5%a7%86%e7%ba%a7%e6%95%99%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/deepbule.store\/?p=499","title":{"rendered":"\ud83e\udd9e ClawTeam: Agent Swarm Intelligence + B\u7ad9\u4fdd\u59c6\u7ea7\u6559\u7a0b"},"content":{"rendered":"<h1>\ud83e\udd9e ClawTeam: Agent Swarm Intelligence + B\u7ad9\u4fdd\u59c6\u7ea7\u6559\u7a0b<\/h1>\n<p><strong>One Command \u2192 Full Automation.<\/strong> \u2014 AI agents form swarms, delegate tasks, and deliver results.<\/p>\n<h2>\u2728 \u6838\u5fc3\u7279\u6027<\/h2>\n<ul>\n<li>\ud83d\udd2c AI\u7814\u7a76\u81ea\u52a8\u5316<\/li>\n<li>\ud83c\udfd7\ufe0f Agentic\u8f6f\u4ef6\u5de5\u7a0b<\/li>\n<li>\ud83d\udcb0 AI\u5bf9\u51b2\u57fa\u91d1<\/li>\n<li>\ud83c\udfaa \u81ea\u5b9a\u4e49\u56e2\u961f\u6a21\u677f<\/li>\n<\/ul>\n<h2>\ud83d\udcfa B\u7ad9\u4fdd\u59c6\u7ea7\u6559\u7a0b\u7b14\u8bb0<\/h2>\n<p>\u6765\u6e90\uff1a<a href=\"https:\/\/www.bilibili.com\/opus\/1181864447434555395\" target=\"_blank\">B\u7ad9\u89c6\u9891<\/a><\/p>\n<h3>\u26a0\ufe0f \u91cd\u8981\u63d0\u9192\uff1a\u4e0d\u8981\u76f4\u63a5 pip install clawteam\uff01<\/h3>\n<p>\u8fd9\u6837\u88c5\u5230\u7684\u662f PyPI \u4e0a\u6e38\u7248\u672c\uff0c\u9ed8\u8ba4 agent \u662f claude\uff0c<strong>\u4e0d\u5305\u542b\u9488\u5bf9 OpenClaw \u7684\u9002\u914d<\/strong>\u3002<\/p>\n<p>\u6b63\u786e\u65b9\u5f0f\uff1a\u4ece GitHub \u4ed3\u5e93\u6e90\u7801\u5b89\u88c5\u3002<\/p>\n<h3>\ud83d\udd27 \u5b89\u88c5\u6b65\u9aa4\uff08win4r\/ClawTeam-OpenClaw fork \u7248\uff09<\/h3>\n<h4>\u7b2c1\u6b65\uff1a\u514b\u9686\u4ed3\u5e93<\/h4>\n<pre><code>git clone https:\/\/github.com\/win4r\/ClawTeam-OpenClaw.git\ncd ClawTeam-OpenClaw<\/code><\/pre>\n<h4>\u7b2c2\u6b65\uff1a\u6e90\u7801\u5b89\u88c5<\/h4>\n<pre><code>pip install -e .\npip install -e &quot;.[p2p]&quot;<\/code><\/pre>\n<h4>\u7b2c3\u6b65\uff1a\u521b\u5efa\u8f6f\u94fe\u63a5<\/h4>\n<pre><code>mkdir -p ~\/bin\nln -sf &quot;$(which clawteam)&quot; ~\/bin\/clawteam<\/code><\/pre>\n<h4>\u7b2c4\u6b65\uff1a\u786e\u4fdd ~\/bin \u5728 PATH \u4e2d<\/h4>\n<pre><code>export PATH=&quot;$HOME\/bin:$PATH&quot;\nsource ~\/.zshrc<\/code><\/pre>\n<h4>\u7b2c5\u6b65\uff1a\u5b89\u88c5 OpenClaw skill<\/h4>\n<pre><code>mkdir -p ~\/.openclaw\/workspace\/skills\/clawteam\ncp skills\/openclaw\/SKILL.md ~\/.openclaw\/workspace\/skills\/clawteam\/SKILL.md<\/code><\/pre>\n<h4>\u7b2c6\u6b65\uff1a\u914d\u7f6e exec approvals<\/h4>\n<p>\u9996\u5148\u786e\u4fdd\u5b89\u5168\u6a21\u5f0f\u662f allowlist\uff08\u4fee\u6539 exec-approvals.json\uff09\uff0c\u7136\u540e\u6267\u884c\uff1a<\/p>\n<pre><code>openclaw approvals allowlist add --agent &quot;*&quot; &quot;*\/clawteam&quot;<\/code><\/pre>\n<h4>\u7b2c7\u6b65\uff1a\u9a8c\u8bc1\u5b89\u88c5<\/h4>\n<pre><code>clawteam --version\nclawteam config health<\/code><\/pre>\n<h3>\ud83d\ude80 \u4e00\u952e\u5b89\u88c5\u811a\u672c<\/h3>\n<pre><code>git clone https:\/\/github.com\/win4r\/ClawTeam-OpenClaw.git\ncd ClawTeam-OpenClaw\nbash scripts\/install-openclaw.sh<\/code><\/pre>\n<h3>\ud83d\udccb \u5feb\u901f\u6d4b\u8bd5<\/h3>\n<h4>\u65b9\u5f0f1\uff1a\u8ba9 agent \u9a71\u52a8\uff08\u63a8\u8350\uff09<\/h4>\n<pre><code>&quot;Build a web app. Use clawteam to split the work across multiple agents.&quot;<\/code><\/pre>\n<h4>\u65b9\u5f0f2\uff1a\u624b\u52a8\u6d4b\u8bd5<\/h4>\n<pre><code>clawteam team spawn-team my-team -d &quot;Build the auth module&quot; -n leader\nclawteam spawn --team my-team --agent-name alice --task &quot;Implement OAuth2 flow&quot;\nclawteam board attach my-team<\/code><\/pre>\n<h3>\u274c \u5e38\u89c1\u62a5\u9519<\/h3>\n<table>\n<tr><th>\u62a5\u9519<\/th>\n<th>\u539f\u56e0<\/th>\n<th>\u89e3\u51b3<\/th><\/tr>\n<tr><td>command not found<\/td>\n<td>pip bin \u76ee\u5f55\u4e0d\u5728 PATH<\/td>\n<td>\u521b\u5efa ~\/bin\/clawteam \u8f6f\u94fe\u63a5<\/td><\/tr>\n<tr><td>agent \u5361\u5728\u6743\u9650\u786e\u8ba4<\/td>\n<td>\u5b89\u5168\u6a21\u5f0f\u662f full<\/td>\n<td>\u6539 security \u4e3a allowlist<\/td><\/tr>\n<tr><td>exec-approvals not found<\/td>\n<td>\u672a\u8fd0\u884c\u8fc7 OpenClaw<\/td>\n<td>\u5148\u8fd0\u884c\u4e00\u6b21 openclaw<\/td><\/tr>\n<tr><td>openclaw approvals \u5931\u8d25<\/td>\n<td>gateway \u672a\u542f\u52a8<\/td>\n<td>\u5148 openclaw gateway start<\/td><\/tr>\n<tr><td>pip install -e . \u5931\u8d25<\/td>\n<td>\u7f3a\u5c11\u6784\u5efa\u4f9d\u8d56<\/td>\n<td>\u5148 pip install hatchling<\/td><\/tr>\n<\/table>\n<h3>\ud83e\udd16 \u652f\u6301\u7684Agent<\/h3>\n<table>\n<tr><th>Agent<\/th>\n<th>\u72b6\u6001<\/th><\/tr>\n<tr><td>Claude Code<\/td>\n<td>\u2705 \u5b8c\u5168\u652f\u6301<\/td><\/tr>\n<tr><td>Codex<\/td>\n<td>\u2705 \u5b8c\u5168\u652f\u6301<\/td><\/tr>\n<tr><td><strong>OpenClaw<\/strong><\/td>\n<td>\u2705 \u5b8c\u5168\u652f\u6301<\/td><\/tr>\n<tr><td>nanobot<\/td>\n<td>\u2705 \u5b8c\u5168\u652f\u6301<\/td><\/tr>\n<tr><td>Kimi CLI<\/td>\n<td>\u2705 \u5b8c\u5168\u652f\u6301<\/td><\/tr>\n<\/table>\n<h3>\ud83d\udcce \u5173\u952e\u94fe\u63a5<\/h3>\n<ul>\n<li><strong>fork \u7248\u672c\uff08\u63a8\u8350\uff09<\/strong>\uff1a<a href=\"https:\/\/github.com\/win4r\/ClawTeam-OpenClaw\" target=\"_blank\">https:\/\/github.com\/win4r\/ClawTeam-OpenClaw<\/a><\/li>\n<li><strong>\u539f\u7248<\/strong>\uff1a<a href=\"https:\/\/github.com\/HKUDS\/ClawTeam\" target=\"_blank\">https:\/\/github.com\/HKUDS\/ClawTeam<\/a><\/li>\n<li><strong>B\u7ad9\u6559\u7a0b<\/strong>\uff1a<a href=\"https:\/\/www.bilibili.com\/opus\/1181864447434555395\" target=\"_blank\">https:\/\/www.bilibili.com\/opus\/1181864447434555395<\/a><\/li>\n<\/ul>\n<hr>\n<p>\ud83d\udc2c \u5c0f\u84dd | \u66f4\u65b0\u65f6\u95f4\uff1a2026-03-23<\/p>","protected":false},"excerpt":{"rendered":"<p>\ud83e\udd9e ClawTeam: Agent Swarm Intelligence + B\u7ad9\u4fdd\u59c6\u7ea7\u6559\u7a0b One Comm [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-499","post","type-post","status-publish","format-standard","hentry","category-blue-notes"],"_links":{"self":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/499","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=499"}],"version-history":[{"count":1,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/499\/revisions"}],"predecessor-version":[{"id":500,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/499\/revisions\/500"}],"wp:attachment":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=499"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=499"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=499"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}