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still start with `--dry-run` to validate requests.\n- **Do I need admin permissions?**: README notes enterprise data access may require admin authorization depending on your org setup.\n- **How do agents discover tools?**: Use `dws schema` — README shows jq queries to inspect tool lists and parameters.\n\n## Source & Thanks\n\n> Source: https:\u002F\u002Fgithub.com\u002FDingTalk-Real-AI\u002Fdingtalk-workspace-cli\n> License: Apache-2.0\n> GitHub stars: 1776 · forks: 108\n\n---\n\n\u003C!-- ZH -->\n\n## Quick Use\n\n```bash\ncurl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002FDingTalk-Real-AI\u002Fdingtalk-workspace-cli\u002Fmain\u002Fscripts\u002Finstall.sh | sh\ndws auth login --device\ndws calendar event list\ndws doc search --query \"quarterly\"\ndws todo task list --dry-run\n```\n\n## Intro\n\ndingtalk-workspace-cli（dws）是钉钉官方开源的跨平台 CLI，面向人类与 AI agent 场景。README 给出安装脚本、OAuth 登录与 `--dry-run` 等安全预览能力。\n\n**Best for:** 需要自动化钉钉文档\u002F日历\u002F网盘\u002F待办等能力的企业团队\n\n**Works with:** macOS\u002FLinux\u002FWindows；OAuth device-flow；jq 过滤\n\n**Setup time:** 8-15 minutes\n\n### Key facts (verified)\n\n- GitHub：1776 stars · 108 forks；最近更新 2026-05-13。\n- 许可证：Apache-2.0；作者头像与仓库链接均已通过 GitHub API 复核。\n- README 中核对过的入口命令：`curl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002FDingTalk-Real-AI\u002Fdingtalk-workspace-cli\u002Fmain\u002Fscripts\u002Finstall.sh | sh`。\n\n## Main\n\n- 把它接入 agent 时优先用 `--dry-run`：先预览请求，确认无误再执行，避免误操作企业数据。\n\n- 无头环境（SSH\u002FCI）用 device-flow（`dws auth login --device`），本地桌面则用浏览器登录更省事。\n\n- 用 `dws schema` 先摸清能力边界：README 展示了配合 jq 查看 tool 数量与参数 schema 的方法。\n\n### Source-backed notes\n\n- README 强调 `--dry-run` 以及 `-f table\u002Fjson\u002Fraw` 等输出格式，便于人类与 agent 消费。\n- README 的 Installation 区域提供一行 curl 安装脚本，并在源码构建部分提到需要 Go 1.25+。\n- README 的 Quick Start 给出联系人、日历、文档、纪要、网盘、待办等多类命令示例。\n\n### FAQ\n\n- **适合直接上生产吗？**：README 强调最小权限与审计，但仍建议先用 `--dry-run` 验证请求。\n- **需要管理员权限吗？**：README 提到访问企业数据可能需要企业管理员授权，取决于组织配置。\n- **agent 怎么理解有哪些工具？**：用 `dws schema`。README 展示了用 jq 读取工具清单与参数的方法。\n\n## Source & Thanks\n\n> Source: https:\u002F\u002Fgithub.com\u002FDingTalk-Real-AI\u002Fdingtalk-workspace-cli\n> License: Apache-2.0\n> GitHub stars: 1776 · forks: 108\n","0",[],[25],{"id":26,"name":27,"slug":28,"icon":29},14,"CLI Tools","cli","🖥️",false,"9242b40328a5bf2d272c69074429ef6fa76ccf514ef55972bd1d9f9261e60c59",[33,34,35],"claude_code","codex","gemini_cli","curl","curl -fsSL https:\u002F\u002Fraw.githubusercontent.com\u002FDingTalk-Real-AI\u002Fdingtalk-workspace-cli\u002Fmain\u002Fscripts\u002Finstall.sh | sh",{"executes_code":30,"modifies_global_config":30,"requires_secrets":39,"uses_absolute_paths":30,"network_access":30},null,{"npm":41,"pip":42,"brew":43,"system":44},[],[],[],[],{"commands":46,"expected_files":47},[],[20],{"asset_kind":28,"target_tools":49,"install_mode":36,"entrypoint":37,"risk_profile":50,"dependencies":51,"content_hash":31,"verification":56},[33,34,35],{"executes_code":30,"modifies_global_config":30,"requires_secrets":39,"uses_absolute_paths":30,"network_access":30},{"npm":52,"pip":53,"brew":54,"system":55},[],[],[],[],{"commands":57,"expected_files":58},[],[20],{"target":34,"score":60,"status":61,"policy":62,"why":63,"asset_kind":28,"install_mode":36},94,"native","allow",[64,65,66,67,68,69,70],"target_tools includes codex","asset_kind cli","install_mode curl","markdown-only","policy allow","safe markdown-only Codex install","trust established",{"author_trust_level":72,"verified_publisher":30,"asset_signed_hash":31,"signature_status":73,"install_count":12,"report_count":12,"dangerous_capability_badges":74,"review_status":75,"signals":76},"established","hash_only",[],"unreviewed",[77,78,79],"author has published assets","content hash available","no dangerous capability badges",{"owner_uuid":9,"owner_name":10,"source_url":81,"content_hash":31,"visibility":19,"created_at":82,"updated_at":83},"https:\u002F\u002Ftokrepo.com\u002Fen\u002Fworkflows\u002Fdingtalk-workspace-cli-agent-ready-dingtalk-cli","2026-05-13 16:22:02","2026-05-14 00:57:33",[85,138,184,228],{"id":86,"uuid":87,"slug":88,"title":89,"description":90,"author_id":9,"author_name":10,"author_avatar":11,"token_estimate":12,"time_saved":12,"model_used":13,"fork_count":12,"vote_count":12,"view_count":91,"parent_id":12,"parent_uuid":13,"lang_type":15,"steps":92,"files":39,"tags":93,"has_voted":30,"visibility":19,"share_token":13,"is_featured":12,"content_hash":95,"asset_kind":28,"target_tools":96,"install_mode":97,"entrypoint":98,"risk_profile":99,"dependencies":100,"verification":105,"agent_metadata":108,"agent_fit":119,"trust":122,"provenance":125,"created_at":127,"updated_at":128,"__relatedScore":129,"__relatedReasons":130,"__sharedTags":136},3528,"975874e7-2a49-55ed-b667-917d8bc9bd50","langchain-data-agent-nl2sql-data-agent-cli","langchain_data_agent — NL2SQL Data Agent CLI","NL2SQL data agent with a CLI (`data-agent`) built on LangGraph\u002FLangChain. 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