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fix: map google adaptive thinking dynamically

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Peter Steinberger
2026-04-25 02:03:57 +01:00
parent f3330f5db6
commit cc0f3067a0
11 changed files with 213 additions and 9 deletions
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docs/tools/thinking.md
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@@ -14,7 +14,7 @@ title: "Thinking levels"
- medium → “think harder”
- high → “ultrathink” (max budget)
- xhigh → “ultrathink+” (GPT-5.2+ and Codex models, plus Anthropic Claude Opus 4.7 effort)
- adaptive → provider-managed adaptive thinking (supported for Claude 4.6 on Anthropic/Bedrock and Anthropic Claude Opus 4.7)
- adaptive → provider-managed adaptive thinking (supported for Claude 4.6 on Anthropic/Bedrock, Anthropic Claude Opus 4.7, and Google Gemini dynamic thinking)
- max → provider max reasoning (currently Anthropic Claude Opus 4.7)
- `x-high`, `x_high`, `extra-high`, `extra high`, and `extra_high` map to `xhigh`.
- `highest` maps to `high`.
@@ -27,6 +27,7 @@ title: "Thinking levels"
- Anthropic Claude Opus 4.7 maps `/think xhigh` to adaptive thinking plus `output_config.effort: "xhigh"`, because `/think` is a thinking directive and `xhigh` is the Opus 4.7 effort setting.
- Anthropic Claude Opus 4.7 also exposes `/think max`; it maps to the same provider-owned max effort path.
- OpenAI GPT models map `/think` through model-specific Responses API effort support. `/think off` sends `reasoning.effort: "none"` only when the target model supports it; otherwise OpenClaw omits the disabled reasoning payload instead of sending an unsupported value.
- Google Gemini maps `/think adaptive` to Gemini's provider-owned dynamic thinking. Gemini 3 requests omit a fixed `thinkingLevel`, while Gemini 2.5 requests send `thinkingBudget: -1`; fixed levels still map to the closest Gemini `thinkingLevel` or budget for that model family.
- MiniMax (`minimax/*`) on the Anthropic-compatible streaming path defaults to `thinking: { type: "disabled" }` unless you explicitly set thinking in model params or request params. This avoids leaked `reasoning_content` deltas from MiniMax's non-native Anthropic stream format.
- Z.AI (`zai/*`) only supports binary thinking (`on`/`off`). Any non-`off` level is treated as `on` (mapped to `low`).
- Moonshot (`moonshot/*`) maps `/think off` to `thinking: { type: "disabled" }` and any non-`off` level to `thinking: { type: "enabled" }`. When thinking is enabled, Moonshot only accepts `tool_choice` `auto|none`; OpenClaw normalizes incompatible values to `auto`.