\u5f53 API \u63d0\u4f9b\u5546\u5b95\u673a\u3001\u88ab\u9650\u6d41\u6216\u6682\u65f6\u5f02\u5e38\u65f6\uff0cOpenClaw \u53ef\u4ee5\u8fd0\u884c\u672c\u5730 AI CLI<\/strong> \u4f5c\u4e3a\u7eaf\u6587\u672c\u56de\u9000<\/strong>\u3002\u8fd9\u662f\u6709\u610f\u4fdd\u5b88\u7684\u8bbe\u8ba1\uff1a<\/p>\n \u8fd9\u88ab\u8bbe\u8ba1\u4e3a\u5b89\u5168\u7f51<\/strong>\u800c\u975e\u4e3b\u8981\u8def\u5f84\u3002\u5f53\u4f60\u60f3\u8981”\u59cb\u7ec8\u6709\u6548”\u7684\u6587\u672c\u54cd\u5e94\u800c\u4e0d\u4f9d\u8d56\u5916\u90e8 API \u65f6\u4f7f\u7528\u5b83\u3002<\/p>\n \u4f60\u53ef\u4ee5\u65e0\u9700\u4efb\u4f55\u914d\u7f6e<\/strong>\u4f7f\u7528 Claude Code CLI\uff08OpenClaw \u81ea\u5e26\u5185\u7f6e\u9ed8\u8ba4\u503c\uff09\uff1a<\/p>\n “`bash theme={“theme”:{“light”:”min-light”,”dark”:”min-dark”}} \u5982\u679c\u4f60\u7684 Gateway \u7f51\u5173 \u7f51\u5173\u5728 launchd\/systemd \u4e0b\u8fd0\u884c\u4e14 PATH \u5f88\u7cbe\u7b80\uff0c\u53ea\u9700\u6dfb\u52a0\u547d\u4ee4\u8def\u5f84\uff1a<\/p>\n “`json5 theme={“theme”:{“light”:”min-light”,”dark”:”min-dark”}} \u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n \u6240\u6709 CLI \u540e\u7aef\u4f4d\u4e8e\uff1a<\/p>\n \u6bcf\u4e2a\u6761\u76ee\u4ee5\u63d0\u4f9b\u5546 ID<\/strong>\uff08\u4f8b\u5982 “`json5 theme={“theme”:{“light”:”min-light”,”dark”:”min-dark”}} OpenClaw \u4f1a\u5c06 base64 \u56fe\u50cf\u5199\u5165\u4e34\u65f6\u6587\u4ef6\u3002\u5982\u679c\u8bbe\u7f6e\u4e86 \u8f93\u5165\u6a21\u5f0f\uff1a<\/p>\n OpenClaw \u81ea\u5e26 OpenClaw \u4e5f\u81ea\u5e26 \u4ec5\u5728\u9700\u8981\u65f6\u8986\u76d6\uff08\u5e38\u89c1\uff1a\u7edd\u5bf9 CLI \u540e\u7aef CLI \u540e\u7aef\uff08\u56de\u9000\u8fd0\u884c\u65f6\uff09 \u5f53 API \u63d0\u4f9b\u5546\u5b95\u673a\u3001\u88ab\u9650\u6d41\u6216\u6682\u65f6\u5f02\u5e38\u65f6\uff0cOpenClaw \u53ef\u4ee5\u8fd0 […]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-119","post","type-post","status-publish","format-standard","hentry","category-docs"],"_links":{"self":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/119","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/comments?post=119"}],"version-history":[{"count":2,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/119\/revisions"}],"predecessor-version":[{"id":832,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/posts\/119\/revisions\/832"}],"wp:attachment":[{"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/media?parent=119"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/categories?post=119"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pa.yingzhi8.cn\/index.php\/wp-json\/wp\/v2\/tags?post=119"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n
\u65b0\u624b\u53cb\u597d\u5feb\u901f\u5f00\u59cb<\/h2>\n
\nopenclaw agent –message “hi” –model claude-cli\/opus-4.5<\/p>\n\nCodex CLI \u4e5f\u53ef\u4ee5\u5f00\u7bb1\u5373\u7528\uff1a\n\n```bash theme={"theme":{"light":"min-light","dark":"min-dark"}}\nopenclaw agent --message "hi" --model codex-cli\/gpt-5.2-codex\n<\/code><\/pre>\n
\n{
\n agents: {
\n defaults: {
\n cliBackends: {
\n “claude-cli”: {
\n command: “\/opt\/homebrew\/bin\/claude”,
\n },
\n },
\n },
\n },
\n}<\/p>\n\n\u5c31\u8fd9\u6837\u3002\u9664\u4e86 CLI \u672c\u8eab\u5916\uff0c\u4e0d\u9700\u8981\u5bc6\u94a5\uff0c\u4e0d\u9700\u8981\u989d\u5916\u7684\u8ba4\u8bc1\u914d\u7f6e\u3002\n\n## \u4f5c\u4e3a\u56de\u9000\u4f7f\u7528\n\n\u5c06 CLI \u540e\u7aef\u6dfb\u52a0\u5230\u4f60\u7684\u56de\u9000\u5217\u8868\u4e2d\uff0c\u8fd9\u6837\u5b83\u53ea\u5728\u4e3b\u8981\u6a21\u578b\u5931\u8d25\u65f6\u8fd0\u884c\uff1a\n\n```json5 theme={"theme":{"light":"min-light","dark":"min-dark"}}\n{\n agents: {\n defaults: {\n model: {\n primary: "anthropic\/claude-opus-4-5",\n fallbacks: ["claude-cli\/opus-4.5"],\n },\n models: {\n "anthropic\/claude-opus-4-5": { alias: "Opus" },\n "claude-cli\/opus-4.5": {},\n },\n },\n },\n}\n<\/code><\/pre>\n\n
agents.defaults.models<\/code>\uff08\u5141\u8bb8\u5217\u8868\uff09\uff0c\u5fc5\u987b\u5305\u542b claude-cli\/...<\/code>\u3002<\/li>\n\u914d\u7f6e\u6982\u89c8<\/h2>\n
agents.defaults.cliBackends\n<\/code><\/pre>\nclaude-cli<\/code>\u3001my-cli<\/code>\uff09\u4e3a\u952e\u3002\u63d0\u4f9b\u5546 ID \u6210\u4e3a\u4f60\u7684\u6a21\u578b\u5f15\u7528\u7684\u5de6\u4fa7\u90e8\u5206\uff1a<\/p>\n<provider>\/<model>\n<\/code><\/pre>\n\u914d\u7f6e\u793a\u4f8b<\/h3>\n
\n{
\n agents: {
\n defaults: {
\n cliBackends: {
\n “claude-cli”: {
\n command: “\/opt\/homebrew\/bin\/claude”,
\n },
\n “my-cli”: {
\n command: “my-cli”,
\n args: [“–json”],
\n output: “json”,
\n input: “arg”,
\n modelArg: “–model”,
\n modelAliases: {
\n “claude-opus-4-5”: “opus”,
\n “claude-sonnet-4-5”: “sonnet”,
\n },
\n sessionArg: “–session”,
\n sessionMode: “existing”,
\n sessionIdFields: [“session_id”, “conversation_id”],
\n systemPromptArg: “–system”,
\n systemPromptWhen: “first”,
\n imageArg: “–image”,
\n imageMode: “repeat”,
\n serialize: true,
\n },
\n },
\n },
\n },
\n}<\/p>\n\n## \u5de5\u4f5c\u539f\u7406\n\n1. **\u9009\u62e9\u540e\u7aef**\u57fa\u4e8e\u63d0\u4f9b\u5546\u524d\u7f00\uff08`claude-cli\/...`\uff09\u3002\n2. **\u6784\u5efa\u7cfb\u7edf\u63d0\u793a**\u4f7f\u7528\u76f8\u540c\u7684 OpenClaw \u63d0\u793a + \u5de5\u4f5c\u533a\u4e0a\u4e0b\u6587\u3002\n3. **\u6267\u884c CLI**\u5e76\u5e26\u6709\u4f1a\u8bdd ID\uff08\u5982\u679c\u652f\u6301\uff09\uff0c\u4f7f\u5386\u53f2\u8bb0\u5f55\u4fdd\u6301\u4e00\u81f4\u3002\n4. **\u89e3\u6790\u8f93\u51fa**\uff08JSON \u6216\u7eaf\u6587\u672c\uff09\u5e76\u8fd4\u56de\u6700\u7ec8\u6587\u672c\u3002\n5. **\u6301\u4e45\u5316\u4f1a\u8bdd ID**\u6309\u540e\u7aef\uff0c\u4f7f\u540e\u7eed\u8bf7\u6c42\u590d\u7528\u76f8\u540c\u7684 CLI \u4f1a\u8bdd\u3002\n\n## \u4f1a\u8bdd\n\n* \u5982\u679c CLI \u652f\u6301\u4f1a\u8bdd\uff0c\u8bbe\u7f6e `sessionArg`\uff08\u4f8b\u5982 `--session-id`\uff09\u6216 `sessionArgs`\uff08\u5360\u4f4d\u7b26 `{sessionId}`\uff09\u5f53 ID \u9700\u8981\u63d2\u5165\u5230\u591a\u4e2a\u6807\u5fd7\u4e2d\u65f6\u3002\n* \u5982\u679c CLI \u4f7f\u7528\u5e26\u6709\u4e0d\u540c\u6807\u5fd7\u7684**\u6062\u590d\u5b50\u547d\u4ee4**\uff0c\u8bbe\u7f6e `resumeArgs`\uff08\u6062\u590d\u65f6\u66ff\u6362 `args`\uff09\u4ee5\u53ca\u53ef\u9009\u7684 `resumeOutput`\uff08\u7528\u4e8e\u975e JSON \u6062\u590d\uff09\u3002\n* `sessionMode`\uff1a\n * `always`\uff1a\u59cb\u7ec8\u53d1\u9001\u4f1a\u8bdd ID\uff08\u5982\u679c\u6ca1\u6709\u5b58\u50a8\u5219\u4f7f\u7528\u65b0 UUID\uff09\u3002\n * `existing`\uff1a\u4ec5\u5728\u4e4b\u524d\u5b58\u50a8\u4e86\u4f1a\u8bdd ID \u65f6\u624d\u53d1\u9001\u3002\n * `none`\uff1a\u4ece\u4e0d\u53d1\u9001\u4f1a\u8bdd ID\u3002\n\n## \u56fe\u50cf\uff08\u4f20\u9012\uff09\n\n\u5982\u679c\u4f60\u7684 CLI \u63a5\u53d7\u56fe\u50cf\u8def\u5f84\uff0c\u8bbe\u7f6e `imageArg`\uff1a\n\n```json5 theme={"theme":{"light":"min-light","dark":"min-dark"}}\nimageArg: "--image",\nimageMode: "repeat"\n<\/code><\/pre>\nimageArg<\/code>\uff0c\u8fd9\u4e9b\u8def\u5f84\u4f5c\u4e3a CLI \u53c2\u6570\u4f20\u9012\u3002\u5982\u679c\u7f3a\u5c11 imageArg<\/code>\uff0cOpenClaw \u4f1a\u5c06\u6587\u4ef6\u8def\u5f84\u9644\u52a0\u5230\u63d0\u793a\u4e2d\uff08\u8def\u5f84\u6ce8\u5165\uff09\uff0c\u8fd9\u5bf9\u4e8e\u4ece\u7eaf\u8def\u5f84\u81ea\u52a8\u52a0\u8f7d\u672c\u5730\u6587\u4ef6\u7684 CLI \u6765\u8bf4\u5df2\u7ecf\u8db3\u591f\uff08Claude Code CLI \u884c\u4e3a\uff09\u3002<\/p>\n\u8f93\u5165 \/ \u8f93\u51fa<\/h2>\n
\n
output: \"json\"<\/code>\uff08\u9ed8\u8ba4\uff09\u5c1d\u8bd5\u89e3\u6790 JSON \u5e76\u63d0\u53d6\u6587\u672c + \u4f1a\u8bdd ID\u3002<\/li>\noutput: \"jsonl\"<\/code> \u89e3\u6790 JSONL \u6d41\uff08Codex CLI --json<\/code>\uff09\u5e76\u63d0\u53d6\u6700\u540e\u4e00\u6761\u667a\u80fd\u4f53\u6d88\u606f\u4ee5\u53ca\u5b58\u5728\u65f6\u7684 thread_id<\/code>\u3002<\/li>\noutput: \"text\"<\/code> \u5c06 stdout \u89c6\u4e3a\u6700\u7ec8\u54cd\u5e94\u3002<\/li>\n<\/ul>\n\n
input: \"arg\"<\/code>\uff08\u9ed8\u8ba4\uff09\u5c06\u63d0\u793a\u4f5c\u4e3a\u6700\u540e\u4e00\u4e2a CLI \u53c2\u6570\u4f20\u9012\u3002<\/li>\ninput: \"stdin\"<\/code> \u901a\u8fc7 stdin \u53d1\u9001\u63d0\u793a\u3002<\/li>\nmaxPromptArgChars<\/code>\uff0c\u5219\u4f7f\u7528 stdin\u3002<\/li>\n<\/ul>\n\u9ed8\u8ba4\u503c\uff08\u5185\u7f6e\uff09<\/h2>\n
claude-cli<\/code> \u7684\u9ed8\u8ba4\u503c\uff1a<\/p>\n\n
command: \"claude\"<\/code><\/li>\nargs: [\"-p\", \"--output-format\", \"json\", \"--dangerously-skip-permissions\"]<\/code><\/li>\nresumeArgs: [\"-p\", \"--output-format\", \"json\", \"--dangerously-skip-permissions\", \"--resume\", \"{sessionId}\"]<\/code><\/li>\nmodelArg: \"--model\"<\/code><\/li>\nsystemPromptArg: \"--append-system-prompt\"<\/code><\/li>\nsessionArg: \"--session-id\"<\/code><\/li>\nsystemPromptWhen: \"first\"<\/code><\/li>\nsessionMode: \"always\"<\/code><\/li>\n<\/ul>\ncodex-cli<\/code> \u7684\u9ed8\u8ba4\u503c\uff1a<\/p>\n\n
command: \"codex\"<\/code><\/li>\nargs: [\"exec\",\"--json\",\"--color\",\"never\",\"--sandbox\",\"read-only\",\"--skip-git-repo-check\"]<\/code><\/li>\nresumeArgs: [\"exec\",\"resume\",\"{sessionId}\",\"--color\",\"never\",\"--sandbox\",\"read-only\",\"--skip-git-repo-check\"]<\/code><\/li>\noutput: \"jsonl\"<\/code><\/li>\nresumeOutput: \"text\"<\/code><\/li>\nmodelArg: \"--model\"<\/code><\/li>\nimageArg: \"--image\"<\/code><\/li>\nsessionMode: \"existing\"<\/code><\/li>\n<\/ul>\ncommand<\/code> \u8def\u5f84\uff09\u3002<\/p>\n\u9650\u5236<\/h2>\n
\n
--json<\/code> \u8fd0\u884c\u7ed3\u6784\u5316\u7a0b\u5ea6\u4f4e\u3002OpenClaw \u4f1a\u8bdd\u4ecd\u7136\u6b63\u5e38\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n\u6545\u969c\u6392\u9664<\/h2>\n
\n
command<\/code> \u8bbe\u7f6e\u4e3a\u5b8c\u6574\u8def\u5f84\u3002<\/li>\nmodelAliases<\/code> \u5c06 provider\/model<\/code> \u6620\u5c04\u5230 CLI \u6a21\u578b\u3002<\/li>\nsessionArg<\/code> \u4e14 sessionMode<\/code> \u4e0d\u662f none<\/code>\uff08Codex CLI \u76ee\u524d\u65e0\u6cd5\u4f7f\u7528 JSON \u8f93\u51fa\u6062\u590d\uff09\u3002<\/li>\nimageArg<\/code>\uff08\u5e76\u9a8c\u8bc1 CLI \u652f\u6301\u6587\u4ef6\u8def\u5f84\uff09\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"