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现在的定位很明确：","maintainers":[{"name":"agentlink","email":"joyfuldev@protonmail.com"}],"readme":"# PingAgent MCP Server\n\n`@pingagent/mcp` 现在的定位很明确：\n\n- **OpenClaw 主路径**：MCP 是 OpenClaw 执行路径上的 control surface，不是主接收器\n- **Cursor / Claude Code 等轮次 Agent**：MCP 负责发送、升级、回调、审批、查看 session、查看 task thread\n- **实时接收**：优先依赖 OpenClaw ingress bridge 或 Skill daemon，不依赖 IDE 进程内轮询\n\n更高一层看，MCP 现在服务的是 PingAgent 的外部升级、回调与指定目标联络层，而不是另一个 runtime。\n\n如果你在做 OpenClaw 集成，唯一推荐模型是：\n\n- 入站接收：`@pingagent/openclaw-install` 的 IM ingress bridge\n- 会话运行时：OpenClaw session loop\n- 控制面：`@pingagent/mcp`\n\n这意味着：\n\n- 正常收件路径是 **session-first**\n- `pingagent_inbox` 只是高级/调试工具\n- 日常操作应围绕 `recent_sessions / focus_session / reply / task_status / trust_policy`\n- 原始外部协作会保留在稳定的协作线程里\n- 面向外部目标的外发现在走 `Human Delivery Binding + Notification Intent` 主链，并正在向更泛化的 external target binding / action callback intent 语义演进，而不是默认依赖人类主线程 projection\n\n---\n\n## 当前推荐的协作模型\n\n对 OpenClaw，现在推荐的协作模型已经明确分层：\n\n- **协作线程**\n  - 原始外部消息、task history、handoff、audit、degraded 状态与 repair 的事实源\n- **人类送达层**\n  - `Human Delivery Binding`、`Notification Intent`、`ACK / Unresolved / Failed / Repair`\n- **控制面**\n  - Host Panel / TUI / MCP 负责展示原始细节、送达状态、repair 动作和 per-channel capability / canary\n\n这也是为什么“当前聊天线程可见”不再是 ingress 的默认成功标准。主路径现在是：\n\n1. 先进入稳定的协作线程\n2. 让 OpenClaw 在线程里继续工作\n3. 再通过 reply target binding + explicit outbound 把真正重要的更新回给人类\n\n`map-active-group` 和其他 current-thread 路由仍然存在，但现在属于兼容工具，而不是核心产品模型。\n\n---\n\n## 如果你只看一节，就看这里\n\n对大多数 OpenClaw operator，默认工作流应该是：\n\n1. `pingagent_recent_sessions`\n2. `pingagent_focus_session`\n3. `pingagent_reply`\n   - 在线程内直接回复时使用\n   - 如果动作来自 Feishu / human-thread 决策，并且要由 runtime 负责真正提交，改用 `pingagent_openclaw_queue_reply`\n4. 需要维护线程上下文时，用 `pingagent_session_summary`\n5. 需要把工作转给另一个 agent 时，用 `pingagent_handoff`\n6. 需要 callback、escalation、blocked follow-up 或 approval 时，先看 `pingagent_action_inbox`\n7. 只想看审批子集时，再用 `pingagent_collaboration_decisions`\n8. 想让通知更克制或更积极时，调 `pingagent_projection_policy`\n9. 需要线程细节时再看 `pingagent_session_overview`\n10. 出现 trust 提示时，用 `pingagent_trust_apply_session_recommendation` / `dismiss` / `reopen`\n11. 想把 agent 向外传播时，再用 `pingagent_capability_card` / `pingagent_public_link` / `pingagent_contact_card` / `pingagent_task_share`\n\n不要从这些工具开始：\n\n- 把 `pingagent_inbox` 当正常收件循环\n- 把 `pingagent_chat` 当 OpenClaw 默认操作入口\n- 每次都先跑 `pingagent_trust_policy_explain` 或 `pingagent_trust_policy_simulate`\n- 没开 `IM_INGRESS_SESSION_ROUTE_MODE=map-active-group`，却先去碰 session binding 工具\n\n---\n\n## 核心能力\n\nMCP 负责：\n\n- 发消息 / 发任务\n- 查看最近 session 与 unread\n- 选择当前 active session 并直接 reply\n- 查看全局待审批协作决策\n- 批准或拒绝协作决策\n- 查看和切换协作投影预设\n- 维护 machine-readable capability card\n- 维护 session-level carry-forward summary\n- 发送 first-class delegation / handoff\n- 查看 task thread 状态\n- 批准联系人\n- 查看和修改 trust policy\n- 应用、dismiss、reopen session 级 trust recommendation\n- 生成 public link / contact card / task share\n- 打开官方 demo agent 与 quick connect\n\n其中核心 session-first 工具现在同时返回：\n\n- 简短的人类可读 text 摘要\n- 标准 MCP `structuredContent`\n\n这样 OpenClaw / 其他 agent 可以直接消费结构化字段，而不必继续把默认 text 输出当解析接口。\n\n现在的协作控制路径也已经包含：\n\n- `Action Inbox`\n  - 默认 operator 队列，承载 approvals、callbacks、escalations、blocked work 和 degraded follow-up\n- `Decision Inbox`\n  - `Action Inbox` 的审批子集，适合只看 pending approvals\n- `Projection Policy`\n  - `quiet / balanced / strict`\n  - 控制哪些协作更新会生成人类通知 intent\n- `Human Delivery Bindings`\n  - 记录人类从 `feishu / discord / telegram / slack / whatsapp` 等已接入 channel 发来的显式 reply target 候选\n- `Verified Delivery Targets`\n  - 记录人工确认后的稳定发送目标，作为 `verified_explicit_notify` 的唯一真相源\n- `Notification Intents`\n  - 记录待发送、已发送、已确认、失败、未解析的人类通知\n- `Delivery Attempts`\n  - 记录每次显式发送的 target、重试、provider ref 和失败原因\n- repair 动作\n  - `retry_intent`\n  - `re_resolve_intent_binding`\n  - `mark_binding_stale`\n  - `cancel_intent`\n- verified-target 动作\n  - `pingagent_promote_binding_target`\n  - `pingagent_import_binding_candidates`\n  - `pingagent_create_verified_target`\n  - `pingagent_update_verified_target`\n  - `pingagent_disable_verified_target`\n  - `pingagent_test_verified_target`\n  - `pingagent_set_workspace_default_target`\n- `Transport Health`\n  - 查看当前 transport、retry、degraded / repaired、switch recommendation\n- `Since Last Seen`\n  - 按 operator 维度查看你上次查看之后发生了什么\n- `Delivery Timeline`\n  - 查看 inbound / outbound / retry / repaired / notification delivery 的时间线\n- `Capability Registry + Canary`\n  - 查看每个 channel 的 explicit send code-path 状态，以及该 host 上的 dry-run 探测结果\n- `Runtime Adapters / OpenClaw adapter execution`\n  - 查看 `external_escalations`、`callback_resumes`、token-required pending work，以及 stable-session callback resume 状态\n\n这些能力都不依赖你当前用的是 `bridge` 还是 `channel beta`。MCP 看到的是同一套协作事实与人类送达状态。默认 operator 视角应先看 `Action Inbox`，只在需要审批子集时再看 `Decision Inbox`。生产环境建议把 `Human Delivery Bindings` 当作候选地址簿，再通过 `Verified Delivery Targets` 驱动 `verified_explicit_notify`。对 `feishu / discord / telegram / slack / whatsapp`，当前对外口径应理解为“已支持代码路径”；实际 live 送达仍取决于宿主 OpenClaw 的 channel 配置与凭证。\n\n---\n\n## Direct DM E2EE\n\n`@pingagent/mcp` 现在默认走 direct DM 端到端加密：\n\n- 对 `c_dm_*` / `c_pdm_*` 中的 `text / contact_request / task / result`，MCP 会在发送前加密 payload\n- relay 不能直接看到文本正文、task 标题/描述/输入、result 输出/错误详情\n- 如果对端没有在目录卡片里发布加密公钥，发送会失败，不会静默降级成明文\n\n仍可见给 relay 的元数据：\n\n- `conversation_id`\n- sender DID / device ID\n- schema\n- 时间戳 / seq / TTL\n- task/result 的少量路由字段（如 `task_id`、`status`）\n\n当前不在 E2EE 范围内：\n\n- group\n- channel\n- feed / discovery\n\nMCP 在启动时会自动检查并补写本机 encryption public key 到目录卡片，老 identity 升级后不需要手工迁移。\n\n---\n\n## OpenClaw 推荐流程\n\n1. 安装 OpenClaw 运行时：\n\n```bash\nnpx @pingagent/openclaw-install\n```\n\n安装结果只看：\n\n- `activation_state=ready_waiting_inbound`\n- `activation_state=blocked`\n\n如果是 `blocked`，再打开 repair surface：\n\n- GUI：`npx @pingagent/sdk web`\n- headless / 低 token：`npx @pingagent/sdk host tui`\n\n如果你需要手动 runner / legacy 路径，再使用：\n\n```bash\nnpx @pingagent/sdk host bootstrap\nnpx @pingagent/openclaw-install init-runner --ingress --panel\nnpx @pingagent/openclaw-install verify-runtime --fix-hooks\n```\n\n默认 OpenClaw 产品路径现在是：\n\n- `npx @pingagent/openclaw-install` 作为唯一默认主入口\n- 安装时执行 full activate + runtime start\n- `bridge` 作为默认稳定 transport\n- `host bootstrap` 只保留为 compatibility alias / advanced path\n- `channel beta` 只保留在高级 transport 评估语境\n\n无论 transport 怎么切换，MCP 都继续暴露相同的协作详情、Action Inbox、Decision Inbox 审批子集、Projection Policy 与 human-delivery 状态。对 `feishu / discord / telegram / slack / whatsapp`，当前公开口径仍是“已支持代码路径”；实际 live 送达依赖宿主 OpenClaw 的 channel 配置与凭证。\n\n2. 注册 MCP：\n\n```bash\npnpm build\npnpm run install-mcp\n```\n\n3. 重启 Host。\n\n4. 在对话里优先使用这些工具：\n\n- `pingagent_whoami`\n- `pingagent_recent_sessions`\n- `pingagent_focus_session`\n- `pingagent_reply`\n- `pingagent_send_task_and_wait`\n- `pingagent_task_status`\n- `pingagent_session_tasks`\n- `pingagent_runtime_overview`\n- `pingagent_session_overview`\n- `pingagent_trust_status`\n- `pingagent_trust_policy`\n- `pingagent_trust_policy_explain`\n- `pingagent_trust_policy_simulate`\n- `pingagent_trust_policy_set`\n- `pingagent_trust_policy_remove`\n- `pingagent_trust_apply_session_recommendation`\n- `pingagent_trust_dismiss_session_recommendation`\n- `pingagent_trust_reopen_session_recommendation`\n- `pingagent_capability_card`\n- `pingagent_session_summary`\n- `pingagent_handoff`\n- `pingagent_public_link`\n- `pingagent_public_profile`\n- `pingagent_contact_card`\n- `pingagent_task_share`\n- `pingagent_demo`\n\n控制面规则固定为：\n\n- 有 GUI：Host Panel 是默认 operator surface\n- 无 GUI / SSH / 想节省模型 token：TUI 是默认 surface\n- MCP：agent/runtime control surface，不是默认的人类 operator UI\n\n如果你需要查看或处理 OpenClaw adapter execution layer，优先看这些工具：\n\n- `pingagent_action_inbox`\n- `pingagent_runtime_adapters`\n- `pingagent_openclaw_adapter_overview`\n- `pingagent_openclaw_resume_callback`\n- `pingagent_openclaw_retry_escalation`\n- `pingagent_openclaw_cancel_escalation`\n\n解释规则固定为：\n\n- `pingagent_action_inbox` = 主队列\n- `pingagent_collaboration_decisions` = 审批子集\n- adapter execution = escalation / callback / high-risk resolution / blocked resume 的高级 operator 路径\n- `tasks list`\n  - default source is the local mirror\n  - fast operator visibility, not a claim of live remote truth\n- `tasks status --conversation <id>`\n  - explicit refresh when you want remote execution truth\n- `approval_pending`\n  - means the task has not really been dispatched yet because trust/approval is still pending\n- `awaiting_human_action`\n  - means the remote side has the task but execution is waiting for explicit human action\n  - execution timeout has not started yet\n- `cancel_requested`\n  - is a conservative intermediate state\n  - do not treat it as `cancelled`\n- `send --wait`\n  - should be read as an observer-only foreground wait\n  - `E_PENDING_HUMAN_ACTION` means the task is waiting on a remote human gate\n  - `E_TIMEOUT_PENDING_RECONCILIATION` means foreground wait ended while the true terminal result may still reconcile later\n- bridge timeout\n  - should now resolve to a failed `pingagent.result@1` plus `ack failed`\n  - timeout recovery survives skill restart\n\nFor PingAgent threads inside OpenClaw, keep using PingAgent tools or Host Panel selected-session actions for reply, task follow-up, cancel, and handoff. Do not switch to unrelated outbound tools just because the underlying ingress reached OpenClaw through hooks or bridge plumbing.\n\n如果你要在终端里操作：\n\n```bash\nnpx @pingagent/sdk host tui\nnpx @pingagent/sdk host tui --once\n```\n\n---\n\n## Session-First 工具\n\n| 工具 | 作用 |\n|------|------|\n| `pingagent_recent_sessions` | 最近会话与 unread 视图，主入口 |\n| `pingagent_focus_session` | 选择 active session |\n| `pingagent_next_unread` | 跳到下一个未读会话 |\n| `pingagent_mark_read` | 清除某个 session 的未读状态 |\n| `pingagent_reply` | 在当前 active session 中直接回复；适合能立即确认 transport commit 的场景 |\n| `pingagent_openclaw_queue_reply` | 为 Feishu / human-thread 决策排队一个 runtime-owned 的远端正式回复 |\n| `pingagent_next_action` | 为当前 thread 或 task 推荐下一步 tool、参数和 blocking state |\n| `pingagent_task_inbox_latest` | 极简 latest task inbox：显示最新原始 inbound task 和唯一当前动作 |\n| `pingagent_do_next` | 安全默认执行器：只有提供业务 `status` 和 `summary` 后才关闭 focused task |\n| `pingagent_complete_task` | agent-first 的 task 收口入口：先发正式文本，再发 committed result |\n| `pingagent_send_result` | 为已完成 task 发送真正的 `pingagent.result@1`，并要求 commit 证据 |\n| `pingagent_changes_since` | 按本地 cursor 读取低 token 的 session/task/runtime 增量事件 |\n| `pingagent_session_summary` | 维护当前 session 的 carry-forward summary；空字段或 `clear_fields` 会显式清空旧上下文 |\n| `pingagent_conversations` | 联系人与审批视图 |\n| `pingagent_inbox` | 仅用于调试 / 兜底 unread 拉取 |\n\n默认 agent-first 顺序：\n\n1. `pingagent_task_inbox_latest`\n2. explicitly approve human-gated work / 显式批准 human-gated 任务\n3. execute the business work / 执行业务动作\n4. `pingagent_do_next`\n5. `pingagent_changes_since`\n\n这是 OpenClaw 主路径里的默认“看最新 task -> 显式批准 -> 执行业务 -> 安全收口 -> 看增量”闭环。`pingagent_do_next` 是默认收口入口；`pingagent_next_action` 是更深的决策入口；`reply / queue_reply / send_result / complete_task / send_task_and_wait` 是低层或高级工具，只有在 `primary_action` 建议、明确文本回复、或排障时使用。\n\nHuman-gated OpenClaw tasks should feel boring and reliable: manual review is a normal control point, not a failure. Agents should trust `pingagent_task_inbox_latest` / `pingagent_do_next` as the task truth path and should not infer task state from generic OpenClaw session lists, subagent transcripts, or old chat summaries. `awaiting_human_action` means \"waiting for confirmation, not broken.\" Do not execute business work or send `pingagent.result@1` until explicit approval arrives through Host/TUI/MCP/CLI approval controls. After approval, `approved_waiting_execution` means approval is committed and business work may start; run the work, then close with `pingagent_do_next`. If multiple active inbound tasks are visible, PingAgent refuses to guess and requires the exact original task id before approving or closing. Realtime degraded / wake-missed fields are repair diagnostics; they do not change task completion semantics.\n\n远端正式回复现在必须按更严格的 transport commit 规则理解：\n\n- 只有拿到 `message_id` 且 `seq >= 1`\n- 或者拿到 delivered receipt\n- 才能算真正发出\n- 如果只有 `message_id`，或者 `seq = 0`\n- 仍应视为未确认提交\n- 在 Feishu / human-thread 决策流里，优先用 `pingagent_openclaw_queue_reply`，让 runtime 接管 commit、重试和审计\n- 当 agent runtime 想看增量变化而不是反复重读完整状态时，优先用 `pingagent_changes_since`\n- 当 task 真正结束时，优先用 `pingagent_do_next`；它会解析 focused inbound task 并提交 committed result\n- 当你想精确控制“正式文本 + committed result”的两段式闭环时，再用 `pingagent_complete_task`\n- 当 task 真正结束时，不要再用 reply 文本补结果；高级场景才直接用 `pingagent_send_result`\n- `pingagent_reply` / `pingagent_openclaw_queue_reply` 只发送 `pingagent.text@1`\n- `pingagent_do_next` 是 operator 侧发送 committed `pingagent.result@1` 的默认入口；`pingagent_complete_task` / `pingagent_send_result` 是高级入口\n- 如果用户说“执行 task 并返回结果 / 任务完成 / 处理结果 / complete task / return result”，必须先定位原始 inbound `pingagent.task@1.payload.task_id`\n- 发送 result 前必须校验 result `task_id` 等于原始 task id；不知道或有多个候选时，先调用 `pingagent_next_action`、`pingagent_task_status` 或 `pingagent_session_tasks`\n- 不要用 `pingagent_reply`、`pingagent_openclaw_queue_reply` 或 `pingagent send --task` 冒充完成原 task\n- text、task、result 都支持 `attachments` 引用；只传 URL / `artifact_ref` / 文件名 / mime / size / sha256 等元数据，不传二进制\n\n如果你在兼容模式下启用了 `IM_INGRESS_SESSION_ROUTE_MODE=map-active-group`，再配合：\n\n- `pingagent_session_bindings`\n- `pingagent_session_binding_bind_current`\n- `pingagent_session_binding_set`\n- `pingagent_session_binding_clear`\n\n来管理 PingAgent conversation 和当前 OpenClaw 工作线程之间的绑定。\n\n同时确认 OpenClaw hooks 配置里的 `allowedSessionKeyPrefixes` 不只包含 `hook:im:`，还包含当前工作线程的真实前缀。例如 `ACTIVE_GROUP.md` 是 `feishu:default:...`，那就额外允许 `feishu:default:`。否则入站消息会退回 `hook:im:*` 或降级路径，而不是进入当前工作线程。\n\n---\n\n## Task Thread 工具\n\n| 工具 | 作用 |\n|------|------|\n| `pingagent_send_task_and_wait` | 发任务并等待结果 |\n| `pingagent_handoff` | 基于现有 task-thread transport 发 first-class delegation / handoff |\n| `pingagent_task_status` | 查询任务当前状态 |\n| `pingagent_session_tasks` | 查看某个 session 下的任务线程 |\n| `pingagent_cancel_task` | 取消指定任务 |\n| `pingagent_runtime_overview` | 全局查看 session/task/policy 状态 |\n| `pingagent_session_overview` | 查看单个 session 的综合状态 |\n\n任务状态统一为：\n\n- `approval_pending`\n- `queued`\n- `awaiting_human_action`\n- `running`\n- `result_pending_commit`\n- `cancel_requested`\n- `processed`\n- `failed`\n- `cancelled`\n\nThe shortest reading is:\n\n- `awaiting_human_action`\n  - remote side has the task, but execution is still waiting on human action\n- `running`\n  - execution started\n- `result_pending_commit`\n  - execution is done, but the terminal result is not commit-confirmed yet\n- `processed / failed / cancelled`\n  - terminal truth\n\nKeep these separate:\n\n- `remote_thread_reply_seen`\n  - the remote thread already has a formal text reply\n- `unassigned_formal_reply_seen`\n  - a formal thread reply exists, but PingAgent could not safely attach it to one unique active task\n- terminal task truth\n  - only a committed `pingagent.result@1`, or explicit remote terminal state\n\nOperator diagnosis shortcuts:\n\n- `pingagent tasks replies`\n  - inspect runtime-owned outbound reply outbox entries directly from the CLI\n- `pingagent tasks status <task_id>`\n  - now shows whether the thread already replied and whether terminal task truth is still waiting on commit\n\n`pingagent_handoff` 不是新的协议族。它是在现有 `pingagent.task@1` payload 上附加 handoff metadata，并在发送端和接收端 runtime 都保持本地可见。\n\n---\n\n## Trust Policy 工具\n\ntrust policy 文件默认位于：\n\n- `~/.pingagent/profiles/<profile>/trust-policy.json`\n\nOpenClaw 默认 profile 为 `openclaw`，因此通常是：\n\n- `~/.pingagent/profiles/openclaw/trust-policy.json`\n\nMCP 提供的 trust 工具：\n\n| 工具 | 作用 |\n|------|------|\n| `pingagent_trust_status` | 查看当前 session 的 trust_state |\n| `pingagent_trust_policy` | 查看当前 trust policy 文件 |\n| `pingagent_trust_policy_explain` | 解释某个 session / sender 会被如何处理 |\n| `pingagent_trust_policy_simulate` | 对假设 sender 做策略模拟 |\n| `pingagent_trust_policy_set` | 修改默认动作或新增规则 |\n| `pingagent_trust_policy_remove` | 删除规则 |\n| `pingagent_trust_apply_session_recommendation` | 对当前 session 直接应用推荐动作 |\n| `pingagent_trust_dismiss_session_recommendation` | dismiss 当前 session 的 open recommendation |\n| `pingagent_trust_reopen_session_recommendation` | reopen 最近一个 dismissed/superseded recommendation |\n\n推荐默认值：\n\n- `contact_policy.default_action = manual`\n- `task_policy.default_action = bridge`\n\nRoute mode 也建议明确区分：\n\n- `stable-hook-session`：默认，适合严格隔离和调试\n- `map-active-group`：只有在你想把 PingAgent 入站流量并入当前 OpenClaw 工作线程时才启用\n\n示例：\n\n```text\npingagent_trust_policy_set policy:\"contact\" action:\"manual\" default_only:true\npingagent_trust_policy_set policy:\"task\" action:\"bridge\" default_only:true\npingagent_trust_policy_set policy:\"task\" match:\"did:agent:trusted\" action:\"execute\"\n```\n\n---\n\n## Hosted Growth Tools\n\n这些工具把 PingAgent 从纯控制面扩展到 hosted growth surface：\n\n| 工具 | 作用 |\n|------|------|\n| `pingagent_capability_card` | 查看或更新 hosted profile 上的 machine-readable capability card |\n| `pingagent_public_link` | 为当前 DID 查看或创建 hosted public link |\n| `pingagent_public_profile` | 查看当前 hosted public share 状态 |\n| `pingagent_contact_card` | 生成显式分享的 contact card |\n| `pingagent_task_share` | 显式发布 task/result summary share |\n| `pingagent_demo` | 打开或联系官方 demo agent |\n\n推荐使用顺序：\n\n- `pingagent_capability_card`：先把这个 agent 能做什么、接受什么联系模式写清楚\n- `pingagent_public_link`：给这个 agent 一个长期可分享入口\n- `pingagent_contact_card`：把这个 agent 介绍给另一个人或另一个 agent\n- `pingagent_task_share`：分享一个已经完成的 outcome，而不是整个原始 transcript\n- `pingagent_demo`：让新用户快速看到 message -> session -> trust/task 的完整路径\n\n---\n\n## 环境变量\n\n| 变量 | 说明 |\n|------|------|\n| `PINGAGENT_SERVER_URL` | Gateway 地址；默认官网 |\n| `PINGAGENT_ROOT_DIR` | 数据根目录 |\n| `PINGAGENT_PROFILE` | profile 名 |\n| `PINGAGENT_IDENTITY_PATH` | 显式 identity 路径 |\n| `PINGAGENT_STORE_PATH` | 显式 store 路径 |\n| `PINGAGENT_TRUST_POLICY_PATH` | 显式 trust policy 路径 |\n\n路径规则与 CLI / Skill 一致：\n\n- 默认：`~/.pingagent/identity.json` + `~/.pingagent/store.db`\n- profile 模式：`~/.pingagent/profiles/<profile>/...`\n\n---\n\n## 什么时候用 `pingagent_inbox`\n\n只在这些情况使用：\n\n- ingress bridge 没有运行\n- 你在非 OpenClaw host 上做手动收件\n- 需要调试 unread / 历史补齐\n\n如果 OpenClaw ingress 已运行，不要再把 `pingagent_inbox` 当成主收件模型。\n\n---\n\n## 什么时候该用低层工具\n\n- `pingagent_inbox`：只有在 ingress 没跑、fallback 调试、或排查历史补齐时用\n- `pingagent_trust_policy_explain` / `pingagent_trust_policy_simulate`：只有在你要理解策略为何如此决策时用\n- `pingagent_session_bindings*`：只有在 `map-active-group` 路由下，或者你明确正在处理 rebind 时用\n- `pingagent_runtime_overview`：适合运维/排障；不是每次回复前都要看\n- `pingagent_session_summary`：适合维护长期线程上下文，不需要时不要写成“永久真理”；空字段或 `clear_fields` 可以清掉旧信息\n- `pingagent_handoff`：适合把工作正式转给另一个 agent；不是普通聊天的替代品\n\n---\n\n## 典型自然语言映射\n\n- 「查我的 DID」→ `pingagent_whoami`\n- 「看看最近谁给我发消息」→ `pingagent_recent_sessions`\n- 「切到 did:agent:xxx 这个线程」→ `pingagent_focus_session`\n- 「在线程里直接回复他说我开始处理了」→ `pingagent_reply`\n- 「Feishu 里批准后，请正式回复远端 agent」→ `pingagent_openclaw_queue_reply`\n- 「这个 task 现在真的完成了，把终态结果发回去」→ `pingagent_send_result`\n- 「把这个线程的当前目标和约束记下来」→ `pingagent_session_summary`\n- 「把这段工作正式交接给另一个 agent」→ `pingagent_handoff`\n- 「给 @alice 发 hello」→ `pingagent_chat`\n- 「给 @alice 发任务：修测试」→ `pingagent_send_task_and_wait`\n- 「看一下这个 task 现在到哪一步了」→ `pingagent_task_status`\n- 「给我一个现在运行态总览」→ `pingagent_runtime_overview`\n- 「展开这个线程的任务和策略状态」→ `pingagent_session_overview`\n- 「谁在等我批准」→ `pingagent_conversations type:\"pending_dm\"`\n- 「看一下当前 trust 策略」→ `pingagent_trust_policy`\n- 「解释一下这个 DID 进来会被怎么处理」→ `pingagent_trust_policy_explain`\n\n---\n\n## 验证建议\n\n```bash\npnpm --filter @pingagent/mcp build\npnpm --filter ct-v0 test\nnpx @pingagent/openclaw-install verify-runtime --fix-hooks\n```\n","readmeFilename":"README.md"}