{"slug":"larksuite-lark-apps","name":"lark-apps","description":"妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。","long_description":"---\nname: lark-apps\nversion: 1.0.0\ndescription: \"妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。\"\nmetadata:\n  requires:\n    bins: [\"lark-cli\"]\n  cliHelp: \"lark-cli apps --help; lark-cli apps +<cmd> --help\"\n---\n\n# apps (v1)\n\n妙搭应用属于用户资产。默认用 `--as user`；认证、scope、exit-10、高风险确认、`_notice` 等通用处理只读 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md)，不要在本 skill 里复制。妙搭应用有两条开发路径：**本地开发**（拉源码本地写）/ **云端会话**（妙搭 AI 生成）。\n\n## 身份与授权\n\n妙搭应用是用户的个人资产，统一 `--as user`（见开头）。已有用户身份可用时直接执行业务命令，**不要为了预防权限问题主动重新登录**，否则可能中断原任务并触发不必要的设备授权。仅当 CLI 明确返回未登录或缺少本域 scope 时，一次性执行：\n\n```bash\nlark-cli auth login --domain apps\n```\n\n因缺权限失败（`error.subtype == \"missing_scope\"`）时的通用处理见 [`../lark-shared/SKILL.md`](../lark-shared/SKILL.md)，同样按 `--domain apps` 授权；授权成功后只恢复原业务操作，不扩展任务范围。\n\n## 意图路由\n\n按具体操作查命令（开发路径先用下方「选择开发路径」判定表定好再进来取命令）：\n\n| 用户意图 | 先用 | 按需读取 |\n|---|---|---|\n| 创建**新**应用资产、拿 app_id | `+create` | [`lark-apps-create.md`](references/lark-apps-create.md) |\n| 找已有 app_id、按名字过滤应用 | `+list --keyword <name>` | [`lark-apps-list.md`](references/lark-apps-list.md) |\n| 查单个应用详情（类型、名称、发布状态等） | `+get --app-id <app_id>` | [`lark-apps-get.md`](references/lark-apps-get.md) |\n| 改应用名或描述 | `+update` | [`lark-apps-update.md`](references/lark-apps-update.md) |\n| HTML 应用 / 创意模式 — 写 HTML 页面/网站、静态页、PPT/deck、落地页、仪表盘、UI mockup、原型、线框图、视觉探索 | 加载 [`creative-design/creative-design.md`](creative-design/creative-design.md)（含完整开发与发布流程） | [`creative-design/creative-design.md`](creative-design/creative-design.md) |\n| 旧版存量 HTML 应用（无 Git 管理）继续上传已有静态产物 | `+html-publish`（仅兼容旧链路；新建 html / 创意模式 / creative-design 产物不得使用） | [`lark-apps-html-publish.md`](references/lark-apps-html-publish.md) |\n| 开发已有应用 / 初始化本地仓库（开发方式已定为本地后；先解析 app_id，勿 `+create` 新建） | `+init`（或手动 `+git-credential-init` + 原生 git）。**执行前必读** [`lark-apps-local-dev.md`](references/lark-apps-local-dev.md)，含端到端流程和领域规则 | [`lark-apps-init.md`](references/lark-apps-init.md), [`lark-apps-git-credential.md`](references/lark-apps-git-credential.md) |\n| 本地开发时 `.env.local` 损坏/丢失，重新拉取启动期环境变量 | `+env-pull` | [`lark-apps-env-pull.md`](references/lark-apps-env-pull.md) |\n| 管理应用环境变量（查看/设置/删除） | `+env-list`, `+env-set`, `+env-delete` | [`lark-apps-env.md`](references/lark-apps-env.md) |\n| 查线上日志、Trace、请求数、错误率、延迟、CPU、memory、PV/UV/访问量 | `+log-list`, `+log-get`, `+trace-list`, `+trace-get`, `+metric-list`, `+analytics-list` | [`lark-apps-observability.md`](references/lark-apps-observability.md) |\n| 看表 / 看结构 / 初始化多环境 / 导入导出数据 / 变更追溯 / 行级审计 / dev→online 发布 / 时间点恢复 / 查 DB 用量 | `+db-table-list`、`+db-table-get`、`+db-env-create`、`+db-data-export`/`+db-data-import`、`+db-changelog-list`、`+db-audit-status`/`+db-audit-enable`/`+db-audit-disable`/`+db-audit-list`、`+db-env-diff`/`+db-env-migrate`、`+db-recovery-diff`/`+db-recovery-apply`、`+db-quota-get` | [`lark-apps-db.md`](references/lark-apps-db.md) |\n| 逐条执行 SQL（SELECT / DML / DDL）；建表 / 改表 / 写 SQL 的平台规范 | `+db-execute` | [`lark-apps-db-execute.md`](references/lark-apps-db-execute.md)（含「平台 SQL 规范」：审计列 / RLS / `user_profile` / 禁用 SQL / PG 陷阱） |\n| 管理应用文件存储：上传/下载本地文件、列出/查看/删除已存文件、生成临时分享链接、查存储用量 | `+file-upload`/`+file-download`/`+file-list`/`+file-get`/`+file-sign`/`+file-delete`/`+file-quota-get` | [`lark-apps-file.md`](references/lark-apps-file.md) |\n| 调试应用运行时缓存：查看/删除单个业务 key、清空指定环境缓存 | `+cache-get`/`+cache-delete`/`+cache-clear` | [`lark-apps-cache.md`](references/lark-apps-cache.md) |\n| **部署/上线应用**（\"部署\"\"上线\"\"推上去并部署\"\"发布到云端\"）；查发布状态/历史 | 本地开发链路先按 [`lark-apps-local-dev.md`](references/lark-apps-local-dev.md) 确认本次改动已 git commit + git push，再用 `+release-create` / `+release-get`；查历史用 `+release-list` | [`lark-apps-local-dev.md`](references/lark-apps-local-dev.md), [`lark-apps-release-create.md`](references/lark-apps-release-create.md), [`lark-apps-release-get.md`](references/lark-apps-release-get.md), [`lark-apps-release-list.md`](references/lark-apps-release-list.md) |\n| 设置或查看运行时可见范围 | `+access-scope-set`, `+access-scope-get` | 对应 access-scope reference |\n| 管理应用协作者（列出/添加/改权限/移除）或协作权限设置 | `+member-list`, `+member-add`, `+member-update`, `+member-remove`, `+member-settings-get`, `+member-settings-set` | 本文「应用协作者与协作权限设置」 |\n| 创意模式（html）应用的评论相关操作 | 创意模式应用评论走 lark-drive 文档评论体系，读取 [`../lark-drive/SKILL.md`](../lark-drive/SKILL.md) 了解评论能力 | [`../lark-drive/SKILL.md`](../lark-drive/SKILL.md) |\n| 管理 `app_...` 应用内角色、角色成员，或查询用户匹配角色 | `+role-list/get/create/update/delete`, `+role-member-list/add/remove`, `+role-match-list` | [`lark-apps-role.md`](references/lark-apps-role.md) |\n| 云端 Agent 生成/迭代应用（开发方式已定为云端后） | `+session-create` -> `+chat` -> `+session-get` | [`lark-apps-cloud-dev.md`](references/lark-apps-cloud-dev.md) |\n| 管理妙搭应用开放 API Key（创建/查看/启停/重置/删除凭证；密钥仅 create/reset 一次性返回） | `+openapi-key-list/get/create/update/enable/disable/delete/reset` | [`lark-apps-openapi-key.md`](references/lark-apps-openapi-key.md) |\n| 管理妙搭应用自动化触发器（定时/记录变更/Webhook/飞书审批四类触发器的查询/创建/更新/启停；Webhook URL·Token 一次性回显、不落盘） | `+automation-list/get/create/update/enable/disable` | [`lark-apps-automation.md`](references/lark-apps-automation.md) |\n| 查看某次会话某一轮（turn）的回复消息（含仍在生成中的本轮）/ 导出上一轮模型回复（\"这一轮回复了什么\"\"上一轮的回复\"\"导出某轮消息\"） | 先 `+session-get`（取 `latest_turn.turn_id`）-> `+session-messages-list --turn-id <id>`（仅 user 身份；分页用 `--page-token`） | [`lark-apps-session-messages-list.md`](references/lark-apps-session-messages-list.md) |\n| 外部能力(AI模型能力和飞书平台能力)集成/插件/Plugin/Capability | `+plugin-install`, `+plugin-list`, `+plugin-uninstall` | [`lark-apps-plugin-install.md`](references/lark-apps-plugin-install.md), [`lark-apps-plugin-uninstall.md`](references/lark-apps-plugin-uninstall.md), [`lark-apps-plugin-list.md`](references/lark-apps-plugin-list.md) |\n| 把一批 ID 在妙搭 user_id ↔ 飞书 open_id / union_id / 飞书 user_id 之间互转（例如拿到 open_id 但下游要 user_id） | `+user-id-convert --convert-type <方向> --ids <id1,id2,...>` | [`lark-apps-user-id-convert.md`](references/lark-apps-user-id-convert.md) |\n\n## 高频路径\n\n- **Base 到应用数据库同步**：用户说“Base 同步到数据库 / 整库同步 / 多张表同步 / 批量任务重新启用 / operation-not-allowed”时，先读 [`lark-apps-db.md`](references/lark-apps-db.md) 的 Base 数据同步段落，再查 app_id 或处理授权。先形成计划再动手：`+db-sync-create` 一次只处理一张 Base 表，整库/多表必须拆成多份单表配置和多次 preview/create；batch/import 任务是一次性任务，不能重新 enable，遇 operation-not-allowed 先解释生命周期边界，再用 `+db-sync-get` 查状态/结果，持续同步要新建 streaming 任务。\n- **性能/监控/观测指标**：用户问“接口请求量、错误量、错误率、接口慢、延迟、CPU、内存、最近一小时/七天趋势”时，不要去当前工作区搜索监控文件，也不要询问“监控数据在哪”。先按「app_id 获取」解析应用：`lark-cli apps +list --keyword \"<应用名>\" --as user`；拿到 `app_id` 后读 [`lark-apps-observability.md`](references/lark-apps-observability.md)，用 `+metric-list`。\n- **请求量 + 错误量 + 延迟**：请求量/错误量用 `lark-cli apps +metric-list --app-id <app_id> --metric requests --since <range> --as user`（不传 `--series` 会同时返回 total/error）；延迟用 `--metric latency`（不传 `--series` 会返回 p50/p99）。如果用户给了具体接口，再加 `--api <path-or-name>`；不要臆造 group-by 参数。\n- **PV/UV/访问量/活跃用户**：先解析 `app_id`，再用 `+analytics-list`，不要误用 `+metric-list`。\n- **设置环境变量**：如果用户只给应用名，仍先 `+list --keyword` 解析 app_id；设置 online 环境且用户已经明确说“确认/直接执行”时，调用 `+env-set --environment online ... --yes`，不要再次要求确认。回复和日志摘要里只提 key / env / app，不回显真实 value；需要传复杂值时优先用 `@file` 或 stdin。\n- **删除环境变量**：`+env-delete` 是破坏性操作。除非用户在同一轮已经明确确认删除这个 app/env/key，否则先向用户确认应用、环境、key 和删除后果；确认后再加 `--yes`。不要因为认证失败/重登完成就自动继续删除，必须保留确认门槛。\n\n## 应用协作者与协作权限设置\n\n这组命令管理妙搭应用的开发协作者和协作策略，不等同于 `+access-scope-*` 的运行时访问范围，也不等同于 `+role-*` 的应用内业务角色。所有命令使用 `app_...` 应用 ID 和 `--as user`。不要读取或判断 `app_type` 来预判支持范围，直接调用对应的协作者命令。\n\n- `+member-list`、`+member-settings-get` 是只读命令，需要 `spark:app:read`。\n- `+member-add`、`+member-update`、`+member-remove`、`+member-settings-set` 是高风险写命令，需要 `spark:app:write`。先用 `--dry-run` 核对目标、URL 和请求体；dry-run 不需要 `--yes`。用户已确认具体应用、成员/设置及影响，或已按下方「高影响动作：确认与预授权」对整条流程明确预授权时，真实执行加 `--yes`；否则在 dry-run 后停下请求确认。批量移除成员仍执行「禁止预授权判定底线」，不能从泛化的“直接做”推导出 `--yes`。\n- 添加、更新、移除成员时必须显式提供匹配的外部 ID 类型，禁止传内部数字 ID、猜测类型或做隐式转换：用户 `--member-type openid --member-id ou_...`；群组 `--member-type openchat --member-id oc_...`；部门 `--member-type opendepartmentid --member-id od-...`。\n- `+member-list --member-type` 的筛选枚举是响应对象类型 `user` / `department` / `chat`，与写命令的 ID 类型枚举不同。可再用 `--role view|edit|full_access` 筛选。\n- `+member-list` 一次返回应用的全部直接协作者，不提供分页参数；可用 `--member-type` 和 `--role` 缩小结果范围。\n- 成员响应不包含应用详情。需要名称、类型或发布状态时单独调用 `+get --app-id <app_id>`，不要期待成员分页重复返回 `app`。\n- 收到 subtype `feature_not_available`（OpenAPI code `3340005`；直连服务可能为 `40005`）时，立即停止 CLI 自动化，不切换 `app_type`，也不尝试用 access scope、应用角色或其它成员命令绕过。向用户说明该应用暂不支持通过 lark-cli 设置协作者，并引导其在妙搭后台的权限设置中操作。\n- `external_invite` 只在 `+member-settings-get` 的响应中读取，不能独立设置；它会跟随 `external_access`。CLI 不注册 `--external-invite`，需要改变外部协作能力时只设置 `--external-access`。\n- `copy_download_by` 也只在 `+member-settings-get` 的响应中读取。CCM 当前明确不支持为妙搭对象写入复制、打印和下载权限，因此 CLI 不注册 `--copy-download-by`。保留读取结果，不要尝试写入，也不要改用其它权限字段模拟。\n\n```bash\n# 读取协作者和当前协作策略\nlark-cli apps +member-list --app-id <app_id> --as user\nlark-cli apps +member-settings-get --app-id <app_id> --as user\n\n# 写操作先预览精确的 typed-ID 字段；确认后把 --dry-run 换成 --yes\nlark-cli apps +member-add --app-id <app_id> --member-type openid --member-id ou_xxx --perm view --dry-run --as user\nlark-cli apps +member-update --app-id <app_id> --member-type openchat --member-id oc_xxx --perm edit --dry-run --as user\nlark-cli apps +member-remove --app-id <app_id> --member-type opendepartmentid --member-id od-xxx --dry-run --as user\nlark-cli apps +member-settings-set --app-id <app_id> --external-access disabled --comment-by viewer --dry-run --as user\n```\n\n## 选择开发路径（进意图路由前先判这步）\n\n新建必先定 **app_type** 和**开发方式**两件正交的事；修改已有先按「app_id 获取」指认到 app，指认不到就问用户，不擅自 `+create`。开发方式（本地 vs 云端）只看用户对\"谁来写代码\"的偏好，与应用复杂度、要不要数据库无关。\n\n**app_type 三类边界**（先判\"要不要把数据存到服务端\"，再判\"纯展示还是有交互\"）：\n\n| 信号 | 判定 |\n|---|---|\n| 含数据库 / 后端持久化：登录 / 增删改查 / 报名·投票·站会存记录 / 多人协作 / 泛称\"系统·工具\"且明确要存数据 | `app_type=full_stack` |\n| 纯静态展示（给人\"看\"的物料，无 JS 交互）：PPT/deck / demo / 落地页 / 海报 / UI mockup / 线框图 / 静态仪表盘 / 视觉探索 | `app_type=html`，加载 [`creative-design/creative-design.md`](creative-design/creative-design.md)（含完整开发与发布流程） |\n| 有 JS 交互但无数据库（给人\"用\"的前端应用）：可交互原型 / SPA / 表单校验 / 动态计算 / 调用外部 API / 泛称\"工具·系统\"但未明确要存数据 | `app_type=frontend`（**默认倾向**：用户未明确提出数据库需求时默认引导 frontend，不默认 full_stack） |\n| 类型模糊（尤其\"要不要存数据\"不清） | **追问**，话术偏向 frontend，例：\"看起来是个前端应用，需要保存数据吗？\"；确认要存数据再转 full_stack，确认纯展示再转 html |\n| 用户要自己写 / 本地 IDE·code agent / 拉源码到本地 / 交研发 | 本地开发，读 [`lark-apps-local-dev.md`](references/lark-apps-local-dev.md) |\n| 让妙搭 AI 云端生成 / 对话式 / 自己不碰代码 | 云端会话，读 [`lark-apps-cloud-dev.md`](references/lark-apps-cloud-dev.md) |\n| 未表达\"谁来写\"偏好 | **必须先问**（本地代码开发 vs 云端 AI 生成）；选定前不擅自选边、不暗示默认，不得以\"需求不模糊\"为由跳过提问直接 `+init` / `git clone` / `+session-create` / 首轮 `+chat` |\n| 修改已有 + 当前目录是 `.spark/meta.json` 项目 | 直接继续本地按意图路由，不必问也不必判云端 |\n| 修改已有 + 有云端偏好 | 云端会话；未表达偏好且非本地项目 → 默认本地；判不准先问 |\n\n**类型升级**：`frontend` 应用后续需要数据库/后端能力时，本地 CLI 不提供类型升级；引导用户到云端会话（打开 `https://miaoda.feishu.cn/app/{app_id}`），用自然语言描述后端需求（如\"给这个应用加登录和数据存储\"）即可触发升级，无需特殊指令。\n\n## 发布态护栏\n\n- **发布意图判定**：用户要\"可访问 / 线上 / 分享 / 新链接 / 上线\" = 发布意图，先走发布链路、确认完成再给链接。\n- 完成 ≠ 发布：云端会话完成 / `+list is_published=true` 都不代表最新内容已部署。\n- 开发态链接 `https://miaoda.feishu.cn/app/{app_id}`（full_stack / frontend 应用）：进应用编辑/开发态、管理与继续开发应用的入口，也是 frontend 升级为 full_stack 的入口（云端会话）。创意模式（html）应用开发态和发布态是同一个链接，无需额外提供开发态链接。\n- 发布态链接来源：`+release-get` 轮询 `finished` 给 `online_url` / `failed` 给 `error_logs`（html / frontend / full_stack 统一走 `+release-get`）。\n- html 应用的主链路是创意模式开发方式：按 [`lark-apps-local-dev.md`](references/lark-apps-local-dev.md) 初始化仓库、在仓库内产出 HTML 及关联文件，并通过 git commit / git push / `+release-create` / `+release-get` 发布部署。任何 git 操作（clone / pull / push）报错时，先执行 `lark-cli apps +git-credential-init --app-id <app_id> --as user` 刷新本地 Git 凭证，再重试原 git 命令。如果刷新凭证也失败，**停止并向用户报告**：原始 git 错误、凭证刷新失败原因，以及是否可能是当前环","tagline":"妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HT","category":"design-creative","tags":["agent-skill"],"author":"larksuite","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"larksuite/cli","creatorName":"larksuite","creatorUrl":"https://github.com/larksuite","sourceUrl":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/larksuite-lark-apps#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":16669,"forks":1333,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":52.8},"quality":{"score":89,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"17K","tone":"positive"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":71,"base_score":79,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"fail","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add larksuite/cli --skill lark-apps"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/larksuite/cli/tree/main/skills/lark-apps"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data 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larksuite/cli --skill lark-apps","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add larksuite/cli --skill lark-apps","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["design-creative","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":41,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access","41/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access","41/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":75,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: secrets or environment access, shell or command execution","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate lark-apps before installing it in an agent workflow","design-creative","GitHub automation workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add larksuite/cli --skill lark-apps"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add larksuite/cli --skill lark-apps"]},{"id":"trust_score","label":"Trust score","status":"warn","score":79,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","17K GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":85,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":41,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":18,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/larksuite-lark-apps/evals","api":"/api/agent/evals?slug=larksuite-lark-apps","text":"/api/agent/evals?slug=larksuite-lark-apps&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"larksuite-lark-apps","name":"lark-apps","description":"妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。","category":"design-creative","url":"https://www.openagentskill.com/skills/larksuite-lark-apps","repository":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","github_repo":"larksuite/cli"},"suited_tasks":["GitHub automation workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add larksuite/cli --skill lark-apps","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install larksuite-lark-apps"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"lark-apps\" agent skill from https://github.com/larksuite/cli/tree/main/skills/lark-apps. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"lark-apps\" as a Claude Code skill from https://github.com/larksuite/cli/tree/main/skills/lark-apps. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"lark-apps\" from https://github.com/larksuite/cli/tree/main/skills/lark-apps into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/larksuite-lark-apps/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/larksuite-lark-apps"},"trust":{"score":79,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"17K GitHub stars","repoActivity":"17K stars, 1.3K forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","install":"npx skills add larksuite/cli --skill lark-apps","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["design-creative","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":85,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":89,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use lark-apps in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 79/100 Strong shortlist","Audit: 85/100 Needs review","Safety: 41/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"larksuite-lark-apps (lark-apps)","install_command":"npx skills add larksuite/cli --skill lark-apps","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"larksuite-lark-apps","task":"Use lark-apps in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/larksuite-lark-apps","api":"https://www.openagentskill.com/api/agent/skills/larksuite-lark-apps","audit":"https://www.openagentskill.com/skills/larksuite-lark-apps/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=larksuite-lark-apps&task=Use%20lark-apps%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20lark-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20lark-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/larksuite-lark-apps/install","manifest":"https://www.openagentskill.com/api/registry/manifest/larksuite-lark-apps"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"larksuite-lark-apps","name":"lark-apps","description":"妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。","category":"design-creative","url":"https://www.openagentskill.com/skills/larksuite-lark-apps","repository":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","github_repo":"larksuite/cli"},"suited_tasks":["GitHub automation workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Navigate local resources","Run repeatable desktop actions"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add larksuite/cli --skill lark-apps","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install larksuite-lark-apps"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"lark-apps\" agent skill from https://github.com/larksuite/cli/tree/main/skills/lark-apps. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"lark-apps\" as a Claude Code skill from https://github.com/larksuite/cli/tree/main/skills/lark-apps. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"lark-apps\" from https://github.com/larksuite/cli/tree/main/skills/lark-apps into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/larksuite-lark-apps/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/larksuite-lark-apps"},"trust":{"score":79,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"17K GitHub stars","repoActivity":"17K stars, 1.3K forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","install":"npx skills add larksuite/cli --skill lark-apps","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["design-creative","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":85,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":89,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use lark-apps in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 79/100 Strong shortlist","Audit: 85/100 Needs review","Safety: 41/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"larksuite-lark-apps (lark-apps)","install_command":"npx skills add larksuite/cli --skill lark-apps","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"larksuite-lark-apps","task":"Use lark-apps in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/larksuite-lark-apps","api":"https://www.openagentskill.com/api/agent/skills/larksuite-lark-apps","audit":"https://www.openagentskill.com/skills/larksuite-lark-apps/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=larksuite-lark-apps&task=Use%20lark-apps%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20lark-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20lark-apps%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/larksuite-lark-apps/install","manifest":"https://www.openagentskill.com/api/registry/manifest/larksuite-lark-apps"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"github-automation","title":"GitHub automation"},{"slug":"local-desktop","title":"Local desktop"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add larksuite/cli --skill lark-apps","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":16669,"starsLabel":"17K","forks":1333,"license":"MIT","qualityScore":89,"trustScore":79,"auditScore":85},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-23T13:20:08+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access"]},"coverageTags":["Coding","GitHub automation","design-creative","agent-skill"]},"audit":{"audit_score":85,"risk_level":"needs_review","risk_label":"Needs review","quality_score":89,"trust_score":79,"maintenance_score":100,"security_score":75,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":29.55,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"presentation-generation","title":"Presentation generation","url":"https://www.openagentskill.com/use-cases/presentation-generation"}],"stacks":[{"slug":"frontend-product-ui","title":"Frontend and UI","url":"https://www.openagentskill.com/collections/frontend-product-ui"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"}],"install":"npx skills add larksuite/cli --skill lark-apps","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install larksuite-lark-apps","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"lark-apps\" agent skill from https://github.com/larksuite/cli/tree/main/skills/lark-apps. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"lark-apps\" as a Claude Code skill from https://github.com/larksuite/cli/tree/main/skills/lark-apps. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"lark-apps\" from https://github.com/larksuite/cli/tree/main/skills/lark-apps into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用协作者与协作权限设置、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用协作者/开发权限、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"larksuite-lark-apps\",\"task\":\"Install lark-apps\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","github_repo":"larksuite/cli","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/larksuite-lark-apps","repository":"https://github.com/larksuite/cli/tree/main/skills/lark-apps","api":"/api/agent/skills/larksuite-lark-apps","install_api":"/api/skills/larksuite-lark-apps/install"},"meta":{"created_at":"2026-08-23T13:24:22.895753+00:00","updated_at":"2026-08-23T13:24:22.895753+00:00","agent_friendly":true}}