diff --git a/builtin-skills.json b/builtin-skills.json
index d39fbc7..e6e46eb 100644
--- a/builtin-skills.json
+++ b/builtin-skills.json
@@ -17,10 +17,12 @@
     "pdf",
     "pptx",
     "python-runtime",
+    "registering-services",
     "s3-storage-operations",
     "skill-creator",
     "tech-diagram",
     "update-agent",
+    "using-services",
     "web-access",
     "workflow",
     "xiaomi-tts",
diff --git a/manifest.json b/manifest.json
index d90f6ad..996cd27 100644
--- a/manifest.json
+++ b/manifest.json
@@ -27,8 +27,8 @@
   },
   "stats": {
     "totalAgents": 1,
-    "totalSkills": 22,
-    "lastUpdated": "2026-05-30"
+    "totalSkills": 24,
+    "lastUpdated": "2026-05-31"
   },
   "features": [
     "verified-only",
diff --git a/skills/registering-services/SKILL.md b/skills/registering-services/SKILL.md
new file mode 100644
index 0000000..6355643
--- /dev/null
+++ b/skills/registering-services/SKILL.md
@@ -0,0 +1,198 @@
+---
+name: registering-services
+description: >-
+  Register an external HTTP/MCP service to the global Application & Service
+  Catalog so that other Agents (and the human user) can discover and call it.
+  Use when the user mentions adding a new service, registering an API, or
+  publishing a backend you control to the team's catalog. 新增服务、注册 API、把后端发布到团队目录时使用。
+version: 1.0.0
+type: meta
+risk_level: medium
+status: enabled
+disable-model-invocation: true
+tags:
+  - service
+  - registration
+  - catalog
+  - meta
+metadata:
+  author: desirecore
+  updated_at: '2026-05-28'
+  i18n:
+    default_locale: en-US
+    source_locale: zh-CN
+    locales:
+      - zh-CN
+      - en-US
+    zh-CN:
+      name: 注册服务
+      short_desc: 把外部 HTTP/MCP 服务登记到全局应用与服务目录
+      description: >-
+        把外部 HTTP/MCP 服务登记到全局应用与服务目录，让其他 Agent 与人类用户都能发现并调用。
+        Use when 用户提到要新增服务、注册 API 或把你掌握的后端发布到团队目录。
+      body: ./SKILL.zh-CN.md
+      translated_by: human
+    en-US:
+      name: Register Services
+      short_desc: Register external HTTP/MCP services into the global catalog
+      description: >-
+        Register an external HTTP/MCP service to the global Application & Service Catalog so that other Agents (and the human user) can discover and call it. Use when the user mentions adding a new service, registering an API, or publishing a backend you control to the team's catalog.
+      body: ./SKILL.md
+      translated_by: human
+market:
+  category: productivity
+  maintainer:
+    name: DesireCore Official
+    verified: true
+  channel: latest
+---
+
+# registering-services Skill
+
+## L0: One-line Summary
+
+Tell the Agent how to register an external HTTP/MCP service into the global
+catalog with human governance.
+
+## L1: Overview
+
+This meta-skill teaches you (the Agent) **how** to add a new service to the
+shared "Apps & Services" catalog. It does **not** invoke external services
+itself — once registered, use the per-service Skill at `~/.desirecore/skills/svc-<id>/`
+or the `using-services` meta-skill to actually call them.
+
+### When to use this skill
+
+- The user asks to register an API or service (e.g. "add the Acme search
+  endpoint to our catalog")
+- You just deployed a backend you want other Agents to be able to reach
+- You discover a useful public API and want to make it shareable
+
+### When NOT to use it
+
+- One-off HTTP calls that nobody else needs to repeat — just call `HttpRequest`
+  directly
+- Adding an MCP server to **your own** agent only — POST to
+  `/api/agents/<your-id>/mcp-servers` instead, no catalog entry needed
+- Modifying an existing catalog entry — the user must promote/reject through
+  the Store UI
+
+## L2: How to register a service
+
+### Step 1 — Gather the required fields
+
+Before calling the API, collect:
+
+| Field | Required | Notes |
+|------|----------|-------|
+| `id` | yes | kebab-case, globally unique (e.g. `acme-search-api`) |
+| `name` | yes | Human-readable display name |
+| `description` | yes | One sentence — what it does |
+| `protocol` | yes | `'http'` or `'mcp'` |
+| `tags` | yes | Searchable list, e.g. `['search', 'web']` |
+| `registeredBy` | yes | **Your own agent id** |
+| `endpoint` | **required when `protocol='http'`** | Base URL of the API |
+| `riskLevel` | recommended | `low` / `medium` / `high` / `critical` |
+| `auth` | when API requires auth | `{ type, secretRef }` — see below |
+| `operations` | recommended | Operations list for the per-service Skill |
+| `capabilities` | optional | What this service can do |
+
+### Step 2 — Choose `riskLevel` honestly
+
+`riskLevel` decides whether **future calls** to this service trigger an
+approval gate:
+
+- `low` — read-only data that's safe to invoke without prompting (e.g. public weather API)
+- `medium` — default for most APIs; first invoke per session may prompt
+- `high` — services that move money, send emails, mutate user data
+- `critical` — services that can cause irreversible harm; **every** call requires human approval
+
+**Bias toward higher risk if uncertain.** Under-classifying is worse than over-classifying.
+
+### Step 3 — Reference credentials with `secretRef`, never inline
+
+**Do not put API keys/tokens into the catalog entry.** The catalog is global,
+visible in the Store UI, and may be inspected by future people. Instead:
+
+```jsonc
+{
+  "auth": {
+    "type": "bearer",
+    "secretRef": "secrets/api-keys/acme"  // pointer, not the actual key
+  }
+}
+```
+
+`HttpRequest` resolves `secretRef` at call time. If the secret doesn't exist
+yet, ask the user to provide it through their own secrets manager — not
+through the chat.
+
+### Step 4 — Call the registration API
+
+Use the `HttpRequest` tool to POST to the local Agent Service:
+
+```yaml
+tool: HttpRequest
+parameters:
+  url: http://127.0.0.1:<agent-service-port>/api/registry/agent-services
+  method: POST
+  body:
+    id: acme-search-api
+    name: "Acme Search API"
+    description: "Full-text search across Acme's product catalog"
+    protocol: http
+    endpoint: https://api.acme.example/search
+    tags: ["search", "products"]
+    registeredBy: "<your-agent-id>"
+    riskLevel: medium
+    auth:
+      type: bearer
+      secretRef: secrets/api-keys/acme
+    operations:
+      - name: search
+        method: GET
+        path: /v1/items
+        description: "Search products by query string"
+      - name: getDetail
+        method: GET
+        path: /v1/items/{id}
+        description: "Get a single product by id"
+```
+
+(The Agent Service port is available via the runtime; ask `request-help`
+skill if you're unsure how to discover it.)
+
+### Step 5 — Wait for human approval
+
+The endpoint triggers a **service-approval** request to the human user. The
+HTTP call will block until they approve or reject through the Store UI.
+
+- **Approved** → entry is written to
+  `~/.desirecore/config/registry-agent-services.json` with
+  `reviewStatus: 'pending'`. While `pending`, **only you** (the registering
+  Agent) can call it.
+- **Rejected** → the API returns 403; do not retry, ask the user how to
+  proceed.
+
+After approval, the human can later **promote** the entry from `pending` to
+`approved` in the Store UI. Promotion makes the service callable by all
+Agents and triggers `service-skill-generator` to write
+`~/.desirecore/skills/svc-<id>/SKILL.md` with concrete examples derived
+from the `operations` you provided.
+
+### Step 6 — Don't re-register
+
+If `POST /api/registry/agent-services` returns `409 Conflict`, the service
+already exists. Do not try alternative ids unless the user explicitly asks
+you to register a separate variant — silently shadowing an existing service
+is a governance failure.
+
+## Failure modes
+
+- **Endpoint blocked by SSRF guard**: the registration API rejects private
+  network addresses (10.x / 172.16-31.x / 192.168.x / 169.254.x) except
+  localhost. Public IPs and DNS names are allowed.
+- **Missing `registeredBy`**: the API returns 400. Always include your own
+  agent id — there is no anonymous registration.
+- **Approval timeout**: the broker times out after the user is idle long
+  enough; treat this as `rejected`.
diff --git a/skills/registering-services/SKILL.zh-CN.md b/skills/registering-services/SKILL.zh-CN.md
new file mode 100644
index 0000000..403e8b1
--- /dev/null
+++ b/skills/registering-services/SKILL.zh-CN.md
@@ -0,0 +1,135 @@
+<!-- locale: zh-CN -->
+
+# 注册服务（registering-services）
+
+## L0：一句话总结
+
+教会 Agent 如何把一个外部 HTTP/MCP 服务安全地登记进全局"应用与服务目录"，
+并经人类用户审批。
+
+## L1：概述
+
+这是一个 **元技能**，告诉你（Agent）**怎么** 把新服务添加进共享的"应用与服务目录"。
+本技能 **不负责** 调用外部服务 —— 注册成功且 approved 后，请用
+`~/.desirecore/skills/svc-<id>/` 下的专属 Skill 或者 `using-services`
+元技能来真正发起调用。
+
+### 何时使用
+
+- 用户让你"把 X API 注册到目录里"
+- 你刚部署了某个后端，希望别的 Agent 能用到
+- 你发现一个有用的公共 API，想让团队共享
+
+### 何时不要用
+
+- 一次性 HTTP 调用，别人不需要重复用 —— 直接 `HttpRequest` 即可
+- 只给 **自己这个 Agent** 加 MCP 服务 —— 直接 POST `/api/agents/<your-id>/mcp-servers`，无需目录条目
+- 修改已有目录条目 —— 必须由用户在 Store UI 提升 / 拒绝
+
+## L2：如何注册一个服务
+
+### Step 1 — 收集必填字段
+
+调用 API 前，先准备好：
+
+| 字段 | 必填 | 说明 |
+|------|------|------|
+| `id` | 是 | kebab-case，全局唯一（如 `acme-search-api`） |
+| `name` | 是 | 显示名 |
+| `description` | 是 | 一句话功能描述 |
+| `protocol` | 是 | `'http'` 或 `'mcp'` |
+| `tags` | 是 | 搜索标签数组，如 `['search', 'web']` |
+| `registeredBy` | 是 | **你自己的 agent id** |
+| `endpoint` | `protocol='http'` 时必填 | API 基础 URL |
+| `riskLevel` | 推荐 | `low` / `medium` / `high` / `critical` |
+| `auth` | 服务需要鉴权时 | `{ type, secretRef }` — 见下文 |
+| `operations` | 推荐 | 操作清单，会被 per-service Skill 渲染成示例 |
+| `capabilities` | 可选 | 能力标签 |
+
+### Step 2 — 诚实地选择 `riskLevel`
+
+`riskLevel` 决定 **未来调用** 该服务时是否触发审批闸门：
+
+- `low` — 只读数据，调用无副作用（如公开天气 API）
+- `medium` — 大多数 API 的默认值；同一会话首次调用可能提示
+- `high` — 涉及金钱、发邮件、修改用户数据等的服务
+- `critical` — 可能造成不可逆后果；**每次** 调用都要人类审批
+
+**不确定时倾向于更高风险等级。** 低估比高估更糟。
+
+### Step 3 — 用 `secretRef` 引用凭据，**不要** 内联明文
+
+**不要把 API key/token 写进目录条目。** 目录是全局可见的，Store UI 任何人都能查看，
+未来还可能被审计。正确做法：
+
+```jsonc
+{
+  "auth": {
+    "type": "bearer",
+    "secretRef": "secrets/api-keys/acme"  // 指针，不是真正的 key
+  }
+}
+```
+
+`HttpRequest` 在调用时解引用 `secretRef`。如果对应 secret 还不存在，请通过
+用户自己的凭据管理流程让他/她填好 —— 不要在聊天里收明文。
+
+### Step 4 — 调用注册 API
+
+用 `HttpRequest` 工具 POST 到本机 Agent Service：
+
+```yaml
+tool: HttpRequest
+parameters:
+  url: http://127.0.0.1:<agent-service-port>/api/registry/agent-services
+  method: POST
+  body:
+    id: acme-search-api
+    name: "Acme 搜索 API"
+    description: "对 Acme 产品库做全文搜索"
+    protocol: http
+    endpoint: https://api.acme.example/search
+    tags: ["search", "products"]
+    registeredBy: "<your-agent-id>"
+    riskLevel: medium
+    auth:
+      type: bearer
+      secretRef: secrets/api-keys/acme
+    operations:
+      - name: search
+        method: GET
+        path: /v1/items
+        description: "按 query 搜索商品"
+      - name: getDetail
+        method: GET
+        path: /v1/items/{id}
+        description: "按 id 获取单个商品"
+```
+
+（Agent Service 端口由运行时提供；不确定如何获取时用 `request-help` 技能问。）
+
+### Step 5 — 等待人类批准
+
+该端点会触发 **service-approval** 请求，HTTP 调用会一直阻塞，直到用户在
+Store UI 批准或拒绝。
+
+- **批准** → 条目写入 `~/.desirecore/config/registry-agent-services.json`，
+  状态为 `reviewStatus: 'pending'`。pending 期间 **只有你**（注册者）能调用。
+- **拒绝** → API 返回 403；不要重试，问用户下一步怎么办。
+
+人类后续可以在 Store UI 把条目从 `pending` **提升（promote）** 为 `approved`。
+提升后该服务对所有 Agent 可调，且会触发 `service-skill-generator` 生成
+`~/.desirecore/skills/svc-<id>/SKILL.md`，里头有基于 `operations` 的示例。
+
+### Step 6 — 不要重复注册
+
+如果 `POST /api/registry/agent-services` 返回 `409 Conflict`，说明该服务已存在。
+除非用户明确要求注册一个独立变种，否则不要换个 id 静默注册 —— 偷偷影子覆盖
+已有服务是治理失败。
+
+## 常见失败模式
+
+- **SSRF 拦截**：注册 API 拒绝私网地址（10.x / 172.16-31.x / 192.168.x / 169.254.x），
+  本机环回除外。公网 IP 与 DNS 域名允许。
+- **缺 `registeredBy`**：API 返回 400。必须带上你自己的 agent id —— 不允许匿名注册。
+- **审批超时**：broker 等待用户太久会超时，按 `rejected` 处理。
diff --git a/skills/using-services/SKILL.md b/skills/using-services/SKILL.md
new file mode 100644
index 0000000..ef2952b
--- /dev/null
+++ b/skills/using-services/SKILL.md
@@ -0,0 +1,184 @@
+---
+name: using-services
+description: >-
+  Discover and invoke HTTP/MCP services already registered in the global
+  catalog. Use when the user asks the Agent to call an API, search for an
+  existing service, or query a backend that was registered via the
+  registering-services skill. 调用某个 API、查找已有服务、访问已注册的后端服务时使用。
+version: 1.0.0
+type: meta
+risk_level: low
+status: enabled
+disable-model-invocation: true
+tags:
+  - service
+  - catalog
+  - http
+  - mcp
+  - meta
+metadata:
+  author: desirecore
+  updated_at: '2026-05-28'
+  i18n:
+    default_locale: en-US
+    source_locale: zh-CN
+    locales:
+      - zh-CN
+      - en-US
+    zh-CN:
+      name: 使用服务
+      short_desc: 发现并调用全局目录中已注册的服务
+      description: >-
+        发现并调用全局应用与服务目录中已经注册过的 HTTP/MCP 服务。Use when 用户让 Agent 调用某个 API、查找已有服务，或访问通过 registering-services 注册的后端。
+      body: ./SKILL.zh-CN.md
+      translated_by: human
+    en-US:
+      name: Using Services
+      short_desc: Discover and invoke registered services from the catalog
+      description: >-
+        Discover and invoke HTTP/MCP services already registered in the global catalog. Use when the user asks the Agent to call an API, search for an existing service, or query a backend that was registered via the registering-services skill.
+      body: ./SKILL.md
+      translated_by: human
+market:
+  category: productivity
+  maintainer:
+    name: DesireCore Official
+    verified: true
+  channel: latest
+---
+
+# using-services Skill
+
+## L0: One-line Summary
+
+Teach the Agent how to look up and call services from the global
+"Apps & Services" catalog.
+
+## L1: Overview
+
+The "Apps & Services" catalog stores all registered HTTP/MCP services. This
+meta-skill is your manual for **finding** the right service and **invoking**
+it correctly. Each non-trivial registered service also has its own
+`svc-<id>` Skill auto-generated from its operations — prefer that when it
+exists; this meta-skill is the fallback for ad-hoc discovery.
+
+### When to use
+
+- The user asks you to do something that might already have a registered service
+  (e.g. "search the product database", "send a notification")
+- You see `svc-<id>` Skill in your available skills list — activate it directly
+- You need to call an HTTP API and want to check if it's been registered (to
+  benefit from governance, credential injection, and audit)
+
+### When NOT to use
+
+- The user gives you a one-off URL to fetch — use `HttpRequest` directly
+- You already have the per-service `svc-<id>` Skill activated — follow it
+  instead, it's more specific
+
+## L2: How to discover and call
+
+### Step 1 — List the catalog
+
+Fetch the registry:
+
+```yaml
+tool: HttpRequest
+parameters:
+  url: http://127.0.0.1:<agent-service-port>/api/registry/services
+  method: GET
+```
+
+Response shape (excerpt):
+
+```json
+{
+  "data": {
+    "services": [
+      {
+        "id": "acme-search-api",
+        "name": "Acme Search API",
+        "protocol": "http",
+        "endpoint": "https://api.acme.example/search",
+        "tags": ["search", "products"],
+        "status": "online",
+        "origin": "agent",
+        "reviewStatus": "approved",
+        "riskLevel": "medium",
+        "operations": [...]
+      }
+    ],
+    "total": 1,
+    "source": "official"
+  }
+}
+```
+
+### Step 2 — Pick a candidate
+
+Filter by `tags`, `protocol`, `name`. Important checks **before** invoking:
+
+- `status === 'online'` → safe to call
+- `status === 'offline'` / `'error'` → tell the user the service is down,
+  **don't** retry blindly
+- `status === 'degraded'` → degrade gracefully, mention it to the user
+- `reviewStatus === 'pending'` (only `origin='agent'`) → you can only call it
+  if `registeredBy` is you; otherwise ask the user to promote it
+- `riskLevel === 'critical'` → expect a human approval prompt on every call
+
+### Step 3 — Build the request (HTTP services)
+
+If the service has `operations`, prefer them — they define stable contract
+points. Build the URL as `<endpoint><operation.path>`.
+
+```yaml
+tool: HttpRequest
+parameters:
+  url: https://api.acme.example/search/v1/items?q=widget
+  method: GET
+  headers:
+    Authorization: "Bearer ${secrets/api-keys/acme}"  # resolved at call time
+```
+
+If the service declares `auth.secretRef`, **do not** prompt the user for the
+secret value during chat. The `HttpRequest` tool resolves it automatically.
+
+### Step 4 — Build the request (MCP services)
+
+MCP services aren't called via `HttpRequest` — they are tools exposed through
+the Agent's `mcp_servers` config:
+
+1. If you haven't added the MCP service to your Agent yet, POST to
+   `http://127.0.0.1:<agent-service-port>/api/agents/<your-id>/mcp-servers` with `{ serverId: '<service.id>', config: <connection> }`
+2. Next query, MCP discovery will auto-expose tools from the server
+3. Call the tools by their MCP-declared names directly
+
+### Step 5 — Handle the response
+
+- 2xx → parse and use
+- 4xx → likely a client error (bad params, missing auth); fix the request,
+  then retry once; if it still fails, report to the user
+- 5xx → server-side problem, report `status` of the service back so the user
+  knows
+- **Service-approval rejected** → response will contain `"decision":"rejected"`;
+  do not retry, ask the user how to proceed
+
+### Step 6 — Don't fall through to raw URL fetching
+
+If the catalog has a service for what you need, **use it**. Don't bypass
+governance by calling an undeclared URL directly — `HttpRequest` will still
+work, but you lose:
+
+- Approval gating for high-risk operations
+- Credential injection (you'd need to ask the user for keys yourself)
+- Audit trail and `lastUsed` tracking
+- Other Agents being able to reuse your call patterns
+
+## Failure modes
+
+- **Catalog read fails**: just fall back to direct `HttpRequest` and warn the
+  user that governance is bypassed.
+- **No matching service**: ask the user if they want to **register** a new
+  one — activate `registering-services` skill.
+- **`status === 'offline'`**: report the situation, suggest checking the
+  underlying service, **don't** call anyway.
diff --git a/skills/using-services/SKILL.zh-CN.md b/skills/using-services/SKILL.zh-CN.md
new file mode 100644
index 0000000..eae4f91
--- /dev/null
+++ b/skills/using-services/SKILL.zh-CN.md
@@ -0,0 +1,122 @@
+<!-- locale: zh-CN -->
+
+# 使用服务（using-services）
+
+## L0：一句话总结
+
+教会 Agent 如何从全局"应用与服务目录"里查找并正确调用服务。
+
+## L1：概述
+
+"应用与服务目录"存放所有已注册的 HTTP/MCP 服务。本元技能是你的 **使用手册**：
+帮你 **找到** 合适的服务、**正确** 调用它。每个非平凡的注册服务还会自动生成
+专属 `svc-<id>` Skill —— 优先用专属技能；本元技能是临时发现的兜底。
+
+### 何时使用
+
+- 用户让你做某件事，目录里可能有现成服务（如"搜产品库"、"发通知"）
+- 你看到可用技能里有 `svc-<id>` —— 直接激活它
+- 你打算调用一个 HTTP API，想先查目录，借力治理、凭据注入和审计
+
+### 何时不要用
+
+- 用户给了一次性 URL —— 直接 `HttpRequest` 即可
+- 你已激活了 `svc-<id>` 专属 Skill —— 跟着它走，更具体
+
+## L2：如何发现并调用
+
+### Step 1 — 列目录
+
+拉取注册表：
+
+```yaml
+tool: HttpRequest
+parameters:
+  url: http://127.0.0.1:<agent-service-port>/api/registry/services
+  method: GET
+```
+
+响应（节选）：
+
+```json
+{
+  "data": {
+    "services": [
+      {
+        "id": "acme-search-api",
+        "name": "Acme 搜索 API",
+        "protocol": "http",
+        "endpoint": "https://api.acme.example/search",
+        "tags": ["search", "products"],
+        "status": "online",
+        "origin": "agent",
+        "reviewStatus": "approved",
+        "riskLevel": "medium",
+        "operations": [...]
+      }
+    ],
+    "total": 1,
+    "source": "official"
+  }
+}
+```
+
+### Step 2 — 选候选
+
+按 `tags`、`protocol`、`name` 过滤。调用 **前** 必须检查：
+
+- `status === 'online'` → 可以调
+- `status === 'offline'` / `'error'` → 告诉用户服务下线，**别** 盲目重试
+- `status === 'degraded'` → 降级使用，告诉用户
+- `reviewStatus === 'pending'`（仅 `origin='agent'`）→ 只有当 `registeredBy`
+  就是你自己时才能调；否则请用户在 Store UI 提升后再用
+- `riskLevel === 'critical'` → 每次调用都会触发人类审批
+
+### Step 3 — 构造请求（HTTP 服务）
+
+如果服务声明了 `operations`，优先用 —— 它们是稳定契约点。URL 拼成
+`<endpoint><operation.path>`。
+
+```yaml
+tool: HttpRequest
+parameters:
+  url: https://api.acme.example/search/v1/items?q=widget
+  method: GET
+  headers:
+    Authorization: "Bearer ${secrets/api-keys/acme}"   # 调用时解引用
+```
+
+如果服务带 `auth.secretRef`，**不要** 在聊天里向用户索要明文凭据。
+`HttpRequest` 工具会自动解引用。
+
+### Step 4 — 构造请求（MCP 服务）
+
+MCP 服务不走 `HttpRequest`，它通过 Agent 的 `mcp_servers` 配置暴露成工具：
+
+1. 若你的 Agent 还没接入该 MCP，POST `http://127.0.0.1:<agent-service-port>/api/agents/<your-id>/mcp-servers`
+   传 `{ serverId: '<service.id>', config: <connection> }`
+2. 下轮 query 时 MCP discovery 会自动暴露该服务器的工具
+3. 直接用 MCP 工具名调用即可
+
+### Step 5 — 处理响应
+
+- 2xx → 解析使用
+- 4xx → 多半是客户端错（参数错、缺鉴权）；修好后可重试一次，仍失败就告诉用户
+- 5xx → 服务端问题，把目录里的 `status` 一并告诉用户
+- **service-approval 拒绝** → 响应里会有 `"decision":"rejected"`；不要重试，问用户怎么办
+
+### Step 6 — 不要绕开目录
+
+如果目录里有该服务，**就用目录**。直接调未声明的 URL 虽然 `HttpRequest`
+也能成功，但你会失去：
+
+- 高风险操作的审批闸门
+- 凭据注入（你得自己问用户要 key）
+- 审计追踪与 `lastUsed` 统计
+- 其他 Agent 复用你的调用模式
+
+## 常见失败模式
+
+- **目录读取失败**：降级直接 `HttpRequest`，并告诉用户已绕开治理。
+- **没匹配上**：问用户要不要 **注册** 一个新的 —— 激活 `registering-services`。
+- **`status === 'offline'`**：汇报情况，建议检查底层服务，**不要** 强行调用。