diff --git a/.gitignore b/.gitignore
index af46917ff..025a415c0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -23,4 +23,5 @@ __pycache__/
 agent.log
 plan/
 .tmp
+.tmp-*
 temp_reference/
diff --git a/src/integrations/vendors/atlas-cloud.ts b/src/integrations/vendors/atlas-cloud.ts
index 8109add7c..022e2f006 100644
--- a/src/integrations/vendors/atlas-cloud.ts
+++ b/src/integrations/vendors/atlas-cloud.ts
@@ -35,55 +35,58 @@ export default defineVendor({
     source: 'static',
     // Mirrors https://www.atlascloud.ai/models/list/llm
     models: [
-      { id: 'deepseek-ai/deepseek-v4-pro', apiName: 'deepseek-ai/deepseek-v4-pro', label: 'DeepSeek V4 Pro', contextWindow: 1_048_576 },
-      { id: 'deepseek-ai/deepseek-v4-flash', apiName: 'deepseek-ai/deepseek-v4-flash', label: 'DeepSeek V4 Flash', contextWindow: 1_048_576 },
-      { id: 'deepseek-ai/deepseek-v3.2', apiName: 'deepseek-ai/deepseek-v3.2', label: 'DeepSeek V3.2', contextWindow: 163_840 },
-      { id: 'deepseek-ai/DeepSeek-V3.2-Exp', apiName: 'deepseek-ai/DeepSeek-V3.2-Exp', label: 'DeepSeek V3.2 Exp', contextWindow: 163_840 },
-      { id: 'deepseek-ai/DeepSeek-V3.1', apiName: 'deepseek-ai/DeepSeek-V3.1', label: 'DeepSeek V3.1', contextWindow: 131_072 },
-      { id: 'deepseek-ai/DeepSeek-V3-0324', apiName: 'deepseek-ai/DeepSeek-V3-0324', label: 'DeepSeek V3 0324', contextWindow: 131_072 },
-      { id: 'deepseek-ai/deepseek-r1-0528', apiName: 'deepseek-ai/deepseek-r1-0528', label: 'DeepSeek R1 0528', contextWindow: 131_072 },
-      { id: 'anthropic/claude-opus-4.8', apiName: 'anthropic/claude-opus-4.8', label: 'Claude Opus 4.8', contextWindow: 1_000_000 },
-      { id: 'openai/gpt-5.5', apiName: 'openai/gpt-5.5', label: 'GPT 5.5', contextWindow: 1_050_000 },
-      { id: 'openai/gpt-5.4', apiName: 'openai/gpt-5.4', label: 'GPT 5.4', contextWindow: 400_000 },
-      { id: 'google/gemini-3.5-flash', apiName: 'google/gemini-3.5-flash', label: 'Gemini 3.5 Flash', contextWindow: 1_048_576 },
-      { id: 'google/gemini-3.1-pro-preview', apiName: 'google/gemini-3.1-pro-preview', label: 'Gemini 3.1 Pro Preview', contextWindow: 1_000_000 },
-      { id: 'google/gemini-3.1-flash-lite', apiName: 'google/gemini-3.1-flash-lite', label: 'Gemini 3.1 Flash Lite', contextWindow: 1_048_576 },
-      { id: 'xai/grok-4.3', apiName: 'xai/grok-4.3', label: 'Grok 4.3', contextWindow: 1_000_000 },
-      { id: 'xai/grok-build-0.1', apiName: 'xai/grok-build-0.1', label: 'Grok Build 0.1', contextWindow: 262_144 },
-      { id: 'moonshotai/kimi-k2.6', apiName: 'moonshotai/kimi-k2.6', label: 'Kimi K2.6', contextWindow: 262_144 },
-      { id: 'moonshotai/kimi-k2.5', apiName: 'moonshotai/kimi-k2.5', label: 'Kimi K2.5', contextWindow: 262_144 },
-      { id: 'moonshotai/Kimi-K2-Thinking', apiName: 'moonshotai/Kimi-K2-Thinking', label: 'Kimi K2 Thinking', contextWindow: 262_144 },
-      { id: 'moonshotai/Kimi-K2-Instruct-0905', apiName: 'moonshotai/Kimi-K2-Instruct-0905', label: 'Kimi K2 Instruct 0905', contextWindow: 262_144 },
-      { id: 'moonshotai/Kimi-K2-Instruct', apiName: 'moonshotai/Kimi-K2-Instruct', label: 'Kimi K2 Instruct', contextWindow: 131_072 },
-      { id: 'zai-org/glm-5.2', apiName: 'zai-org/glm-5.2', label: 'GLM 5.2', contextWindow: 202_752 },
-      { id: 'zai-org/glm-5.1', apiName: 'zai-org/glm-5.1', label: 'GLM 5.1', contextWindow: 202_752 },
-      { id: 'zai-org/glm-5', apiName: 'zai-org/glm-5', label: 'GLM 5', contextWindow: 202_752 },
-      { id: 'zai-org/glm-5-turbo', apiName: 'zai-org/glm-5-turbo', label: 'GLM 5 Turbo', contextWindow: 262_144 },
-      { id: 'zai-org/glm-5v-turbo', apiName: 'zai-org/glm-5v-turbo', label: 'GLM 5V Turbo', contextWindow: 202_752 },
-      { id: 'zai-org/glm-4.7', apiName: 'zai-org/glm-4.7', label: 'GLM 4.7', contextWindow: 202_752 },
-      { id: 'zai-org/GLM-4.6', apiName: 'zai-org/GLM-4.6', label: 'GLM 4.6', contextWindow: 202_752 },
-      { id: 'minimaxai/minimax-m3', apiName: 'minimaxai/minimax-m3', label: 'MiniMax M3', contextWindow: 524_288 },
-      { id: 'minimaxai/minimax-m2.7', apiName: 'minimaxai/minimax-m2.7', label: 'MiniMax M2.7', contextWindow: 196_608 },
-      { id: 'minimaxai/minimax-m2.5', apiName: 'minimaxai/minimax-m2.5', label: 'MiniMax M2.5', contextWindow: 196_608 },
-      { id: 'minimaxai/minimax-m2.1', apiName: 'minimaxai/minimax-m2.1', label: 'MiniMax M2.1', contextWindow: 196_608 },
-      { id: 'MiniMaxAI/MiniMax-M2', apiName: 'MiniMaxAI/MiniMax-M2', label: 'MiniMax M2', contextWindow: 196_608 },
-      { id: 'qwen/qwen3.6-plus', apiName: 'qwen/qwen3.6-plus', label: 'Qwen3.6 Plus', contextWindow: 1_000_000 },
-      { id: 'qwen/qwen3.6-35b-a3b', apiName: 'qwen/qwen3.6-35b-a3b', label: 'Qwen3.6 35B A3B', contextWindow: 262_144 },
-      { id: 'qwen/qwen3.5-397b-a17b', apiName: 'qwen/qwen3.5-397b-a17b', label: 'Qwen3.5 397B A17B', contextWindow: 262_144 },
-      { id: 'qwen/qwen3.5-122b-a10b', apiName: 'qwen/qwen3.5-122b-a10b', label: 'Qwen3.5 122B A10B', contextWindow: 262_144 },
-      { id: 'qwen/qwen3.5-35b-a3b', apiName: 'qwen/qwen3.5-35b-a3b', label: 'Qwen3.5 35B A3B', contextWindow: 262_144 },
-      { id: 'qwen/qwen3.5-27b', apiName: 'qwen/qwen3.5-27b', label: 'Qwen3.5 27B', contextWindow: 262_144 },
-      { id: 'qwen/qwen3-coder-next', apiName: 'qwen/qwen3-coder-next', label: 'Qwen3 Coder Next', contextWindow: 262_144 },
-      { id: 'qwen/qwen3-max-2026-01-23', apiName: 'qwen/qwen3-max-2026-01-23', label: 'Qwen3 Max 2026-01-23', contextWindow: 252_000 },
-      { id: 'qwen/qwen3-vl-30b-a3b-thinking', apiName: 'qwen/qwen3-vl-30b-a3b-thinking', label: 'Qwen3 VL 30B A3B Thinking', contextWindow: 128_000 },
-      { id: 'qwen/qwen3-vl-30b-a3b-instruct', apiName: 'qwen/qwen3-vl-30b-a3b-instruct', label: 'Qwen3 VL 30B A3B Instruct', contextWindow: 128_000 },
-      { id: 'qwen/qwen3-vl-8b-instruct', apiName: 'qwen/qwen3-vl-8b-instruct', label: 'Qwen3 VL 8B Instruct', contextWindow: 128_000 },
-      { id: 'Qwen/Qwen3-VL-235B-A22B-Instruct', apiName: 'Qwen/Qwen3-VL-235B-A22B-Instruct', label: 'Qwen3 VL 235B A22B Instruct', contextWindow: 131_072 },
-      { id: 'Qwen/Qwen3-Next-80B-A3B-Thinking', apiName: 'Qwen/Qwen3-Next-80B-A3B-Thinking', label: 'Qwen3 Next 80B A3B Thinking', contextWindow: 262_144 },
-      { id: 'Qwen/Qwen3-Next-80B-A3B-Instruct', apiName: 'Qwen/Qwen3-Next-80B-A3B-Instruct', label: 'Qwen3 Next 80B A3B Instruct', contextWindow: 262_144 },
-      { id: 'Qwen/Qwen3-30B-A3B-Instruct-2507', apiName: 'Qwen/Qwen3-30B-A3B-Instruct-2507', label: 'Qwen3 30B A3B Instruct 2507', contextWindow: 131_072 },
-      { id: 'kwaipilot/kat-coder-pro-v2', apiName: 'kwaipilot/kat-coder-pro-v2', label: 'KAT Coder Pro V2', contextWindow: 262_144 },
-      { id: 'owl', apiName: 'owl', label: 'OWL', contextWindow: 1_048_576, notes: 'Free' },
+      { id: 'deepseek-ai/deepseek-v4-pro', apiName: 'deepseek-ai/deepseek-v4-pro', label: 'DeepSeek V4 Pro', contextWindow: 1_048_576, maxOutputTokens: 393_216, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'deepseek-ai/deepseek-v4-flash', apiName: 'deepseek-ai/deepseek-v4-flash', label: 'DeepSeek V4 Flash', contextWindow: 1_048_576, maxOutputTokens: 393_216, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'deepseek-ai/deepseek-v3.2', apiName: 'deepseek-ai/deepseek-v3.2', label: 'DeepSeek V3.2', contextWindow: 163_840, maxOutputTokens: 163_840, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'deepseek-ai/DeepSeek-V3.2-Exp', apiName: 'deepseek-ai/DeepSeek-V3.2-Exp', label: 'DeepSeek V3.2 Exp', contextWindow: 163_840, maxOutputTokens: 163_840, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'anthropic/claude-opus-4.8', apiName: 'anthropic/claude-opus-4.8', label: 'Claude Opus 4.8', contextWindow: 1_000_000, maxOutputTokens: 128_000 },
+      { id: 'anthropic/claude-sonnet-4.6', apiName: 'anthropic/claude-sonnet-4.6', label: 'Claude Sonnet 4.6', contextWindow: 200_000, maxOutputTokens: 64_000 },
+      { id: 'anthropic/claude-sonnet-4.6-coding', apiName: 'anthropic/claude-sonnet-4.6-coding', label: 'Claude Sonnet 4.6 Coding', contextWindow: 200_000, maxOutputTokens: 64_000 },
+      { id: 'anthropic/claude-haiku-4.5-20251001', apiName: 'anthropic/claude-haiku-4.5-20251001', label: 'Claude Haiku 4.5', contextWindow: 200_000, maxOutputTokens: 64_000 },
+      { id: 'anthropic/claude-haiku-4.5-20251001-coding', apiName: 'anthropic/claude-haiku-4.5-20251001-coding', label: 'Claude Haiku 4.5 Coding', contextWindow: 200_000, maxOutputTokens: 64_000 },
+      { id: 'openai/gpt-5.5', apiName: 'openai/gpt-5.5', label: 'GPT 5.5', contextWindow: 1_050_000, maxOutputTokens: 128_000 },
+      { id: 'openai/gpt-5.4', apiName: 'openai/gpt-5.4', label: 'GPT 5.4', contextWindow: 400_000, maxOutputTokens: 128_000 },
+      { id: 'google/gemini-3.5-flash', apiName: 'google/gemini-3.5-flash', label: 'Gemini 3.5 Flash', contextWindow: 1_048_576, maxOutputTokens: 65_536 },
+      { id: 'google/gemini-3.1-pro-preview', apiName: 'google/gemini-3.1-pro-preview', label: 'Gemini 3.1 Pro Preview', contextWindow: 1_000_000, maxOutputTokens: 64_000 },
+      { id: 'google/gemini-3.1-flash-lite', apiName: 'google/gemini-3.1-flash-lite', label: 'Gemini 3.1 Flash Lite', contextWindow: 1_048_576, maxOutputTokens: 65_536 },
+      { id: 'xai/grok-4.3', apiName: 'xai/grok-4.3', label: 'Grok 4.3', contextWindow: 1_000_000, maxOutputTokens: 1_000_000 },
+      { id: 'xai/grok-build-0.1', apiName: 'xai/grok-build-0.1', label: 'Grok Build 0.1', contextWindow: 262_144, maxOutputTokens: 262_144, transportOverrides: { openaiShim: { removeBodyFields: ['reasoning_effort'] } } },
+      { id: 'moonshotai/kimi-k2.7-code', apiName: 'moonshotai/kimi-k2.7-code', label: 'Kimi K2.7 Code', contextWindow: 262_144, maxOutputTokens: 262_144, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'moonshotai/kimi-k2.6', apiName: 'moonshotai/kimi-k2.6', label: 'Kimi K2.6', contextWindow: 262_144, maxOutputTokens: 262_144, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'moonshotai/kimi-k2.5', apiName: 'moonshotai/kimi-k2.5', label: 'Kimi K2.5', contextWindow: 262_144, maxOutputTokens: 262_144, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/glm-5.2', apiName: 'zai-org/glm-5.2', label: 'GLM 5.2', contextWindow: 202_752, maxOutputTokens: 202_752, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/glm-5.1', apiName: 'zai-org/glm-5.1', label: 'GLM 5.1', contextWindow: 202_752, maxOutputTokens: 202_752, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/glm-5', apiName: 'zai-org/glm-5', label: 'GLM 5', contextWindow: 202_752, maxOutputTokens: 202_752, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/glm-5-turbo', apiName: 'zai-org/glm-5-turbo', label: 'GLM 5 Turbo', contextWindow: 262_144, maxOutputTokens: 131_072, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/glm-5v-turbo', apiName: 'zai-org/glm-5v-turbo', label: 'GLM 5V Turbo', contextWindow: 202_752, maxOutputTokens: 131_072, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/glm-4.7', apiName: 'zai-org/glm-4.7', label: 'GLM 4.7', contextWindow: 202_752, maxOutputTokens: 202_752, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'zai-org/GLM-4.6', apiName: 'zai-org/GLM-4.6', label: 'GLM 4.6', contextWindow: 202_752, maxOutputTokens: 202_752, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'minimaxai/minimax-m3', apiName: 'minimaxai/minimax-m3', label: 'MiniMax M3', contextWindow: 524_288, maxOutputTokens: 524_288 },
+      { id: 'minimaxai/minimax-m2.7', apiName: 'minimaxai/minimax-m2.7', label: 'MiniMax M2.7', contextWindow: 196_608, maxOutputTokens: 196_608, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'minimaxai/minimax-m2.5', apiName: 'minimaxai/minimax-m2.5', label: 'MiniMax M2.5', contextWindow: 196_608, maxOutputTokens: 196_608, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3.7-max', apiName: 'qwen/qwen3.7-max', label: 'Qwen3.7 Max', contextWindow: 1_000_000, maxOutputTokens: 67_072 },
+      { id: 'qwen/qwen3.7-plus', apiName: 'qwen/qwen3.7-plus', label: 'Qwen3.7 Plus', contextWindow: 1_000_000, maxOutputTokens: 67_072 },
+      { id: 'qwen/qwen3.6-plus', apiName: 'qwen/qwen3.6-plus', label: 'Qwen3.6 Plus', contextWindow: 1_000_000, maxOutputTokens: 65_536, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3.6-35b-a3b', apiName: 'qwen/qwen3.6-35b-a3b', label: 'Qwen3.6 35B A3B', contextWindow: 262_144, maxOutputTokens: 65_536, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3.5-397b-a17b', apiName: 'qwen/qwen3.5-397b-a17b', label: 'Qwen3.5 397B A17B', contextWindow: 262_144, maxOutputTokens: 65_536, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3.5-122b-a10b', apiName: 'qwen/qwen3.5-122b-a10b', label: 'Qwen3.5 122B A10B', contextWindow: 262_144, maxOutputTokens: 65_536, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3.5-35b-a3b', apiName: 'qwen/qwen3.5-35b-a3b', label: 'Qwen3.5 35B A3B', contextWindow: 262_144, maxOutputTokens: 65_536, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3.5-27b', apiName: 'qwen/qwen3.5-27b', label: 'Qwen3.5 27B', contextWindow: 262_144, maxOutputTokens: 65_536, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3-coder-next', apiName: 'qwen/qwen3-coder-next', label: 'Qwen3 Coder Next', contextWindow: 262_144, maxOutputTokens: 262_144, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'qwen/qwen3-max-2026-01-23', apiName: 'qwen/qwen3-max-2026-01-23', label: 'Qwen3 Max 2026-01-23', contextWindow: 252_000, maxOutputTokens: 32_000, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'qwen/qwen3-vl-30b-a3b-thinking', apiName: 'qwen/qwen3-vl-30b-a3b-thinking', label: 'Qwen3 VL 30B A3B Thinking', contextWindow: 128_000, maxOutputTokens: 32_000, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'qwen/qwen3-vl-30b-a3b-instruct', apiName: 'qwen/qwen3-vl-30b-a3b-instruct', label: 'Qwen3 VL 30B A3B Instruct', contextWindow: 128_000, maxOutputTokens: 32_000, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'qwen/qwen3-vl-8b-instruct', apiName: 'qwen/qwen3-vl-8b-instruct', label: 'Qwen3 VL 8B Instruct', contextWindow: 128_000, maxOutputTokens: 32_000, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'Qwen/Qwen3-VL-235B-A22B-Instruct', apiName: 'Qwen/Qwen3-VL-235B-A22B-Instruct', label: 'Qwen3 VL 235B A22B Instruct', contextWindow: 131_072, maxOutputTokens: 32_768, capabilities: { supportsVision: true, supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'Qwen/Qwen3-Next-80B-A3B-Thinking', apiName: 'Qwen/Qwen3-Next-80B-A3B-Thinking', label: 'Qwen3 Next 80B A3B Thinking', contextWindow: 262_144, maxOutputTokens: 32_768, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true, supportsReasoning: true } },
+      { id: 'Qwen/Qwen3-Next-80B-A3B-Instruct', apiName: 'Qwen/Qwen3-Next-80B-A3B-Instruct', label: 'Qwen3 Next 80B A3B Instruct', contextWindow: 262_144, maxOutputTokens: 131_072, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'Qwen/Qwen3-30B-A3B-Instruct-2507', apiName: 'Qwen/Qwen3-30B-A3B-Instruct-2507', label: 'Qwen3 30B A3B Instruct 2507', contextWindow: 131_072, maxOutputTokens: 131_072, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'bytedance/doubao-seed-2.0-pro-260215', apiName: 'bytedance/doubao-seed-2.0-pro-260215', label: 'Doubao Seed 2.0 Pro', contextWindow: 262_144, maxOutputTokens: 131_072 },
+      { id: 'bytedance/doubao-seed-2.0-code-preview-260215', apiName: 'bytedance/doubao-seed-2.0-code-preview-260215', label: 'Doubao Seed 2.0 Code Preview', contextWindow: 262_144, maxOutputTokens: 131_072 },
+      { id: 'bytedance/doubao-seed-2.0-lite-260428', apiName: 'bytedance/doubao-seed-2.0-lite-260428', label: 'Doubao Seed 2.0 Lite', contextWindow: 262_144, maxOutputTokens: 131_072 },
+      { id: 'bytedance/doubao-seed-2.0-mini-260428', apiName: 'bytedance/doubao-seed-2.0-mini-260428', label: 'Doubao Seed 2.0 Mini', contextWindow: 262_144, maxOutputTokens: 131_072 },
+      { id: 'kwaipilot/kat-coder-pro-v2', apiName: 'kwaipilot/kat-coder-pro-v2', label: 'KAT Coder Pro V2', contextWindow: 262_144, maxOutputTokens: 144_000, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true } },
+      { id: 'owl', apiName: 'owl', label: 'OWL', contextWindow: 1_048_576, maxOutputTokens: 262_144, capabilities: { supportsFunctionCalling: true, supportsJsonMode: true }, notes: 'Free' },
     ],
   },
   usage: { supported: false },