diff --git a/.openclaw-sync/source.json b/.openclaw-sync/source.json
index 35bcb8624..b1e2ef049 100644
--- a/.openclaw-sync/source.json
+++ b/.openclaw-sync/source.json
@@ -1,15 +1,15 @@
 {
   "repository": "openclaw/openclaw",
-  "sha": "e259751ec9c9ed10b292ce3e0b987c4b18b19a0c",
+  "sha": "9e1e59717ffd04609a5165edf9af0c789dcc2621",
   "sources": {
     "openclaw": {
       "repository": "openclaw/openclaw",
-      "sha": "e259751ec9c9ed10b292ce3e0b987c4b18b19a0c"
+      "sha": "9e1e59717ffd04609a5165edf9af0c789dcc2621"
     },
     "clawhub": {
       "repository": "openclaw/clawhub",
       "sha": "4d3b7dedba7086345165e78869886c5d9af928c5"
     }
   },
-  "syncedAt": "2026-05-08T02:21:40.362Z"
+  "syncedAt": "2026-05-08T02:29:11.790Z"
 }
diff --git a/docs/.generated/config-baseline.sha256 b/docs/.generated/config-baseline.sha256
index f661e2131..5f7a7019a 100644
--- a/docs/.generated/config-baseline.sha256
+++ b/docs/.generated/config-baseline.sha256
@@ -1,4 +1,4 @@
-0a77e8265b3bf5d75e06c2e5aad7f0b7c60667de2ec57c9676e2b18305b0cc08  config-baseline.json
-b2ed92dd6a269d54f263728a2a761d8f6e60f849ec0562dfad17c959bfe90dfa  config-baseline.core.json
+885a734aa93cf04f6c14f8d83c1e96a66a5b96705327ea2de7b2aa7314238976  config-baseline.json
+074eb9a1480ff40836d98090ccb9be3465345ac4b46e0d273b7995504bbb8008  config-baseline.core.json
 ed15b24c1ccf0234e6b3435149a6f1c1e709579d1259f1d09402688799b149bd  config-baseline.channel.json
-dfc16c21bdd6d727c920de871bf7fe86b771c80df86335c6376b436c0c4898ee  config-baseline.plugin.json
+c4e8d8898eebc4d40f35b167c987870e426e6c82121696dc055ff929f6a24046  config-baseline.plugin.json
diff --git a/docs/.generated/plugin-sdk-api-baseline.sha256 b/docs/.generated/plugin-sdk-api-baseline.sha256
index 88f072a17..d8b9d1b47 100644
--- a/docs/.generated/plugin-sdk-api-baseline.sha256
+++ b/docs/.generated/plugin-sdk-api-baseline.sha256
@@ -1,2 +1,2 @@
-887d2fee5f77f1de984bfb6ec0f001c0484c0367dbc8b5f42b62027df352c2e1  plugin-sdk-api-baseline.json
-8e2b4e64a801b47c4d45d5d4a2073180abcc1ecf7e677fae035799c6a68f7c82  plugin-sdk-api-baseline.jsonl
+fecac0023b0a8de6334740483ef03500c72f3235e5b636e089bf581b00e8734a  plugin-sdk-api-baseline.json
+b427b2c8bddefb6c0ab4f411065adeec230d1e126a792ed30e6d0a45053dd4e3  plugin-sdk-api-baseline.jsonl
diff --git a/docs/gateway/configuration-reference.md b/docs/gateway/configuration-reference.md
index ea05b97fe..b2c722d8c 100644
--- a/docs/gateway/configuration-reference.md
+++ b/docs/gateway/configuration-reference.md
@@ -198,6 +198,9 @@ See [MCP](/cli/mcp#openclaw-as-an-mcp-client-registry) and
 - `plugins.entries.<id>.hooks.allowConversationAccess`: when `true`, trusted non-bundled plugins may read raw conversation content from typed hooks such as `llm_input`, `llm_output`, `before_model_resolve`, `before_agent_reply`, `before_agent_run`, `before_agent_finalize`, and `agent_end`.
 - `plugins.entries.<id>.subagent.allowModelOverride`: explicitly trust this plugin to request per-run `provider` and `model` overrides for background subagent runs.
 - `plugins.entries.<id>.subagent.allowedModels`: optional allowlist of canonical `provider/model` targets for trusted subagent overrides. Use `"*"` only when you intentionally want to allow any model.
+- `plugins.entries.<id>.llm.allowModelOverride`: explicitly trust this plugin to request model overrides for `api.runtime.llm.complete`.
+- `plugins.entries.<id>.llm.allowedModels`: optional allowlist of canonical `provider/model` targets for trusted plugin LLM completion overrides. Use `"*"` only when you intentionally want to allow any model.
+- `plugins.entries.<id>.llm.allowAgentIdOverride`: explicitly trust this plugin to run `api.runtime.llm.complete` against a non-default agent id.
 - `plugins.entries.<id>.config`: plugin-defined config object (validated by native OpenClaw plugin schema when available).
 - Channel plugin account/runtime settings live under `channels.<id>` and should be described by the owning plugin's manifest `channelConfigs` metadata, not by a central OpenClaw option registry.
 
diff --git a/docs/plugins/sdk-runtime.md b/docs/plugins/sdk-runtime.md
index 775e5dbba..7d00c7c0b 100644
--- a/docs/plugins/sdk-runtime.md
+++ b/docs/plugins/sdk-runtime.md
@@ -133,6 +133,32 @@ Provider and channel execution paths must use the active runtime config snapshot
     const provider = api.runtime.agent.defaults.provider; // e.g. "anthropic"
     ```
 
+  </Accordion>
+
+  <Accordion title="api.runtime.llm">
+    Run a host-owned text completion without importing provider internals or
+    duplicating OpenClaw model/auth/base URL preparation.
+
+    ```typescript
+    const result = await api.runtime.llm.complete({
+      messages: [{ role: "user", content: "Summarize this transcript." }],
+      purpose: "my-plugin.summary",
+      maxTokens: 512,
+      temperature: 0.2,
+    });
+    ```
+
+    The helper uses the same simple-completion preparation path as OpenClaw's
+    built-in runtime and the host-owned runtime config snapshot. Context engines
+    receive a session-bound `llm.complete` capability, so model calls use the
+    active session's agent and do not silently fall back to the default agent. The
+    result includes provider/model/agent attribution plus normalized token,
+    cache, and estimated cost usage when available.
+
+    <Warning>
+    Model overrides require operator opt-in via `plugins.entries.<id>.llm.allowModelOverride: true` in config. Use `plugins.entries.<id>.llm.allowedModels` to restrict trusted plugins to specific canonical `provider/model` targets. Cross-agent completions require `plugins.entries.<id>.llm.allowAgentIdOverride: true`.
+    </Warning>
+
   </Accordion>
   <Accordion title="api.runtime.subagent">
     Launch and manage background subagent runs.