* fix(thinking): apply Claude profile to anthropic-messages catalog rows
When a custom provider (e.g. `jdcloud-anthropic`) fronted Claude Opus over
the native anthropic-messages adapter, `--thinking xhigh` was silently
clamped to `off`. The thinking-profile dispatcher resolves bundled plugin
policy surfaces by exact provider id, so a renamed Anthropic-compatible
provider never reached the anthropic plugin's policy and `xhigh` was not
in the resulting profile.
`auto-reply/thinking.ts` already had a fallback keyed on
`context.api === "anthropic-messages"` that attached
`CLAUDE_FABLE_5_THINKING_PROFILE` for Fable models. Generalize it to use
`resolveClaudeThinkingProfile(modelId, params)` instead — the same
canonical helper the anthropic plugin uses — which still returns the Fable
profile for Fable models and now returns the correct Opus 4.7/4.8 profile
(with `xhigh`/`adaptive`/`max`) for Claude Opus regardless of provider id.
Non-Claude models on anthropic-messages routes still get the base
profile, and a Claude id on a non-Anthropic transport (e.g. an
openai-completions catalog row) is unaffected.
Fixes#91975
* fix(thinking): match native Anthropic includeNativeMax in fallback
Address ClawSweeper P2 review on #92053. The anthropic-messages fallback
in `resolveThinkingProfile` calls `resolveClaudeThinkingProfile` but
omits the `{ includeNativeMax: true }` option that the bundled anthropic
plugin uses (extensions/anthropic/provider-policy-api.ts:38,45).
For native-xhigh Claude families (Opus 4.7/4.8) this had no effect since
the native-xhigh branch already exposes `max`. But adaptive Claude
families that take the adaptive-default branch (e.g. claude-sonnet-4-6,
claude-opus-4-6) silently lost `max` parity on custom anthropic-messages
providers compared to native Anthropic policy.
Also add a regression test on `claude-sonnet-4-6` that verifies the
adaptive-branch path keeps `max` for custom providers.
* docs(thinking): document deliberate compat.xhigh bypass on anthropic-messages
Self-review surfaced a subtle behavior change worth documenting: when the
anthropic-messages fallback was generalized, non-Claude models on this
transport stop honoring catalog `compat.supportedReasoningEfforts: ["xhigh"]`
because they take the Claude base profile instead of falling through to the
later `catalogSupportsXHigh` upgrade path.
This is intentional — anthropic-messages does not carry a generic xhigh
contract; xhigh on this protocol is a Claude-family capability. Add an
inline comment at the resolver site and a regression test that locks the
suppression so the next reader (or a future patch) doesn't accidentally
restore the upgrade path.
* fix(thinking): extract Claude profile to leaf to break import cycle
The previous commits added a `resolveClaudeThinkingProfile` import from
`auto-reply/thinking.ts` to `plugin-sdk/provider-model-shared.ts`. The
shared barrel re-exports `provider-replay-helpers` and `plugins/types`,
which transitively reach back into `auto-reply` via the gateway server
methods chain — creating the madge cycle reported by
`check:madge-import-cycles`:
auto-reply/thinking.ts
-> ... -> plugin-sdk/provider-model-shared.ts
-> plugins/{config-schema, host-hooks, ...} -> plugins/types.ts
Move `BASE_CLAUDE_THINKING_LEVELS`, `isClaudeAdaptiveThinkingDefaultModelId`,
and `resolveClaudeThinkingProfile` to a new leaf module
`src/plugins/provider-claude-thinking.ts` whose only imports are
`@openclaw/llm-core` and the existing leaf `provider-thinking.types`.
`provider-model-shared.ts` continues to re-export both helpers so existing
consumers (`extensions/anthropic/*`, the public test surface) are
unaffected. `auto-reply/thinking.ts` now imports the leaf directly,
breaking the cycle.
* test(thinking): add live proof harness for #91975 anthropic-messages clamp
---------
Co-authored-by: wanglu241 <wanglu241@jd.com>
Lu Wang
43b4e27699