fix: align Ollama onboarding docs before landing (#43473) (thanks @BruceMacD)

(cherry picked from commit 19fa274343a102ca85c7679ec28c5a3503a99f55)

docs/cli/onboard.md

@@ -43,6 +43,18 @@ openclaw onboard --non-interactive \
 
 `--custom-api-key` is optional in non-interactive mode. If omitted, onboarding checks `CUSTOM_API_KEY`.
 
+Non-interactive Ollama:
+
+```bash
+openclaw onboard --non-interactive \
+  --auth-choice ollama \
+  --custom-base-url "http://ollama-host:11434" \
+  --custom-model-id "qwen3.5:27b" \
+  --accept-risk
+```
+
+`--custom-base-url` defaults to `http://127.0.0.1:11434`. `--custom-model-id` is optional; if omitted, onboarding uses Ollama's suggested defaults. Cloud model IDs such as `kimi-k2.5:cloud` also work here.
+
 Store provider keys as refs instead of plaintext:
 
 ```bash

docs/reference/wizard.md

@@ -39,6 +39,8 @@ For a high-level overview, see [Onboarding Wizard](/start/wizard).
     - **OpenAI API key**: uses `OPENAI_API_KEY` if present or prompts for a key, then stores it in auth profiles.
     - **xAI (Grok) API key**: prompts for `XAI_API_KEY` and configures xAI as a model provider.
     - **OpenCode**: prompts for `OPENCODE_API_KEY` (or `OPENCODE_ZEN_API_KEY`, get it at https://opencode.ai/auth) and lets you pick the Zen or Go catalog.
+    - **Ollama**: prompts for the Ollama base URL, offers **Cloud + Local** or **Local** mode, discovers available models, and auto-pulls the selected local model when needed.
+    - More detail: [Ollama](/providers/ollama)
     - **API key**: stores the key for you.
     - **Vercel AI Gateway (multi-model proxy)**: prompts for `AI_GATEWAY_API_KEY`.
     - More detail: [Vercel AI Gateway](/providers/vercel-ai-gateway)
@@ -239,6 +241,18 @@ openclaw onboard --non-interactive \
     ```
     Swap to `--auth-choice opencode-go --opencode-go-api-key "$OPENCODE_API_KEY"` for the Go catalog.
   </Accordion>
+  <Accordion title="Ollama example">
+    ```bash
+    openclaw onboard --non-interactive \
+      --mode local \
+      --auth-choice ollama \
+      --custom-model-id "qwen3.5:27b" \
+      --accept-risk \
+      --gateway-port 18789 \
+      --gateway-bind loopback
+    ```
+    Add `--custom-base-url "http://ollama-host:11434"` to target a remote Ollama instance.
+  </Accordion>
 </AccordionGroup>
 
 ### Add agent (non-interactive)

docs/start/wizard.md

@@ -111,8 +111,10 @@ Notes:
 
 ## Full reference
 
-For detailed step-by-step breakdowns, non-interactive scripting, Signal setup,
-RPC API, and a full list of config fields the wizard writes, see the
+For detailed step-by-step breakdowns and config outputs, see
+[CLI Onboarding Reference](/start/wizard-cli-reference).
+For non-interactive examples, see [CLI Automation](/start/wizard-cli-automation).
+For the deeper technical reference, including RPC details, see
 [Wizard Reference](/reference/wizard).
 
 ## Related docs