docs: clarify adaptive thinking and openai websocket docs

docs/providers/anthropic.md

@@ -35,6 +35,15 @@ openclaw onboard --anthropic-api-key "$ANTHROPIC_API_KEY"
 }
 ```
 
+## Thinking defaults (Claude 4.6)
+
+- Anthropic Claude 4.6 models default to `adaptive` thinking in OpenClaw when no explicit thinking level is set.
+- You can override per-message (`/think:<level>`) or in model params:
+  `agents.defaults.models["anthropic/<model>"].params.thinking`.
+- Related Anthropic docs:
+  - https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking
+  - https://platform.claude.com/docs/en/build-with-claude/extended-thinking
+
 ## Prompt caching (Anthropic API)
 
 OpenClaw supports Anthropic's prompt caching feature. This is **API-only**; subscription auth does not honor cache settings.

docs/providers/openai.md

@@ -29,7 +29,7 @@ openclaw onboard --openai-api-key "$OPENAI_API_KEY"
 ```json5
 {
   env: { OPENAI_API_KEY: "sk-..." },
-  agents: { defaults: { model: { primary: "openai/gpt-5.1-codex" } } },
+  agents: { defaults: { model: { primary: "openai/gpt-5.2" } } },
 }
 ```
 
@@ -71,6 +71,11 @@ You can set `agents.defaults.models.<provider/model>.params.transport`:
 For `openai/*` (Responses API), OpenClaw also enables WebSocket warm-up by
 default (`openaiWsWarmup: true`) when WebSocket transport is used.
 
+Related OpenAI docs:
+
+- Realtime API with WebSocket: https://platform.openai.com/docs/guides/realtime-websocket
+- Streaming API responses (SSE): https://platform.openai.com/docs/guides/streaming-responses
+
 ```json5
 {
   agents: {
@@ -100,7 +105,7 @@ OpenAI docs describe warm-up as optional. OpenClaw enables it by default for
   agents: {
     defaults: {
       models: {
-        "openai/gpt-5": {
+        "openai/gpt-5.2": {
           params: {
             openaiWsWarmup: false,
           },
@@ -118,7 +123,7 @@ OpenAI docs describe warm-up as optional. OpenClaw enables it by default for
   agents: {
     defaults: {
       models: {
-        "openai/gpt-5": {
+        "openai/gpt-5.2": {
           params: {
             openaiWsWarmup: true,
           },
@@ -151,7 +156,7 @@ Responses models (for example Azure OpenAI Responses):
   agents: {
     defaults: {
       models: {
-        "azure-openai-responses/gpt-4o": {
+        "azure-openai-responses/gpt-5.2": {
           params: {
             responsesServerCompaction: true,
           },
@@ -169,7 +174,7 @@ Responses models (for example Azure OpenAI Responses):
   agents: {
     defaults: {
       models: {
-        "openai/gpt-5": {
+        "openai/gpt-5.2": {
           params: {
             responsesServerCompaction: true,
             responsesCompactThreshold: 120000,
@@ -188,7 +193,7 @@ Responses models (for example Azure OpenAI Responses):
   agents: {
     defaults: {
       models: {
-        "openai/gpt-5": {
+        "openai/gpt-5.2": {
           params: {
             responsesServerCompaction: false,
           },