feat(capabilities): model capability metadata on /v1/models, combo aggregation, pattern fixes
- Export aggregateComboCapabilities: union for vision/audio/search/pdf, intersection for tools, primary-model for reasoning fields, min contextWindow, max maxOutput - Support nested combo resolution in aggregateComboCapabilities via comboLookup with depth guard (max 6) - Wire capability metadata to all /v1/models entries and combos - Show aggregated ctx/max metadata line and capability badges on combo chips - Pattern fixes: MiMo v2.5/omni reasoning, qwen max/plus vision, minimax m2.x vision - Sync commandcode model catalog and add openai gpt-5.5 - Add unit tests for capability patterns and combo capability aggregation
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Minh Ha
@@ -112,6 +112,8 @@ export const MODEL_CAPABILITIES = {
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"glm-5.3-flash": { vision: true, videoInput: true, pdf: true, reasoning: true, thinkingFormat: "zai", contextWindow: 1000000, maxOutput: 131072 },
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"glm-4.6v": { vision: true, videoInput: true, reasoning: true, thinkingFormat: "zai", contextWindow: 128000, maxOutput: 32768 },
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"glm-4.5v": { vision: true, videoInput: true, reasoning: true, thinkingFormat: "zai", contextWindow: 64000, maxOutput: 16384 },
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// GLM-5.2 has 1M context — pattern *glm-5* only gives 200k, so override here
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"glm-5.2": { reasoning: true, thinkingFormat: "zai", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 131072 },
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// DeepSeek's first V4 model with image input; text limits match V4-Flash.
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"deepseek-v4-flash-vision-exp": { vision: true, reasoning: true, thinkingFormat: "deepseek", contextWindow: 1000000, maxOutput: 384000 },
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@@ -211,6 +213,10 @@ export const PROVIDER_CAPABILITIES = {
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"minimax-m3": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 512000, maxOutput: 128000 },
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"kimi-k2.7": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 256000, maxOutput: 32000 },
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"kimi-k2.6": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 256000, maxOutput: 32000 },
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"kimi-k2.5": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 164000, maxOutput: 32000 },
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"hy3-preview": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 192000, maxOutput: 64000 },
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"deepseek-v4-flash": { reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 50000 },
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"deepseek-v3-2-volc": { reasoning: true, thinkingFormat: "openai", thinkingCanDisable: false, contextWindow: 96000, maxOutput: 32000 },
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// Per-model values mirror the server's product-config payload (the plugin
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// fetches it from copilot.tencent.com; the `models[]` entries carry
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// maxInputTokens/maxOutputTokens/supportsImages). contextWindow =
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@@ -232,45 +238,6 @@ export const PROVIDER_CAPABILITIES = {
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// contract). maxOutput 128000 per the server's product-config payload.
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"deepseek-v4.1-flash": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: true, contextWindow: 1000000, maxOutput: 128000 },
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},
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// CodeBuddy intl — same gateway catalog as CN, so deepseek-v4.1-flash mirrors
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// the codebuddy-cn entry (the openai-style reasoning_effort format matters:
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// the generic *deepseek-v4* pattern would otherwise pick the vendor-native
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// "deepseek" thinking shape, which the CodeBuddy gateway does not accept).
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"codebuddy-intl": {
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"deepseek-v4.1-flash": { vision: true, reasoning: true, thinkingFormat: "openai", thinkingCanDisable: true, contextWindow: 1000000, maxOutput: 128000 },
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},
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// Qoder — upstream exposes opaque internal ids (dfmodel, kmodel, …); the
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// registry `name` is display-only and capability lookup matches on the raw
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// id, so every qoder model would fall through to DEFAULT_CAPABILITIES
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// (200K) without this map. contextWindow follows the real model family's
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// spec: the /algo/api/v2/model/list max_input_tokens under-reports some
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// windows (GLM-5.3 / Kimi-K3 / Qwen3.8-Max claim 180K but accept more).
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// max_output_tokens arrives as 0 for every model, so outputs are
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// best-guess from the real model family. Vision tags below follow the
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// upstream is_vl flag. The executor uploads inlined images to
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// /api/v2/image/upload and leaves image_urls/chat_context.imageUrls null
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// (same as qodercli). reasoning:true on all of them — every model can
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// reason; the upstream is_reasoning flag only drives model_config selection.
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// thinkingFormat keeps the true-model family for documentation/UI, but
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// thinkingCanDisable:false everywhere: the executor only forwards
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// messages/tools/max_tokens, and thinking is fixed upstream via
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// modelConfig.is_reasoning — client thinking intent is dropped, so "none"
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// must never be offered as an option.
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"qoder": {
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"ultimate": { vision: true, reasoning: true, thinkingFormat: "claude-adaptive", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 128000 }, // Claude Opus 5
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"performance": { vision: true, reasoning: true, thinkingFormat: "claude-adaptive", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 128000 }, // Claude Sonnet 5
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"dmodel": { reasoning: true, thinkingFormat: "deepseek", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // DeepSeek-V4-Pro
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"dfmodel": { reasoning: true, thinkingFormat: "deepseek", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // DeepSeek-V4-Flash
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"gmodel": { reasoning: true, thinkingFormat: "zai", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 128000 }, // GLM-5.3
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"gfmodel": { vision: true, reasoning: true, thinkingFormat: "zai", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 128000 }, // GLM-5.3-Flash
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"kmodel_latest": { vision: true, reasoning: true, thinkingFormat: "kimi", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // Kimi-K3
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"kmodel": { vision: true, reasoning: true, thinkingFormat: "kimi", thinkingCanDisable: false, contextWindow: 256000, maxOutput: 65536 }, // Kimi-K2.7-Code
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"mmodel": { reasoning: true, thinkingFormat: "minimax", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 512000 }, // MiniMax-M3
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"qmodel_latest": { vision: true, reasoning: true, thinkingFormat: "qwen", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // Qwen3.7-Max
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"qmodel": { vision: true, reasoning: true, thinkingFormat: "qwen", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // Qwen3.7-Plus
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"qfmodel": { vision: true, reasoning: true, thinkingFormat: "qwen", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // Qwen3.8-Flash
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"qmodel_38max": { vision: true, reasoning: true, thinkingFormat: "qwen", thinkingCanDisable: false, contextWindow: 1000000, maxOutput: 65536 }, // Qwen3.8-Max
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},
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// Poolside Laguna — OpenAI-compatible, all reasoning-capable (32K max output).
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"poolside": {
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"laguna-s-2.1": { reasoning: true, thinkingFormat: "openai", contextWindow: 1000000, maxOutput: 32000 },
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@@ -357,7 +324,7 @@ export const PATTERN_CAPABILITIES = [
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{ pattern: "*qwen*vl*", caps: { vision: true, reasoning: true, thinkingFormat: "qwen", contextWindow: 262144 } },
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{ pattern: "*qwen*omni*", caps: { vision: true, audioInput: true, videoInput: true, reasoning: true, thinkingFormat: "qwen", contextWindow: 262144, maxOutput: 65536 } },
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{ pattern: "*qwen*coder*", caps: { reasoning: true, thinkingFormat: "qwen", contextWindow: 1000000 } },
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{ pattern: "*qwen*max*", caps: { reasoning: true, thinkingFormat: "qwen", contextWindow: 1000000, maxOutput: 65536 } },
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{ pattern: "*qwen*max*", caps: { vision: true, reasoning: true, thinkingFormat: "qwen", contextWindow: 1000000, maxOutput: 65536 } },
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{ pattern: "*qwen3.5*", caps: { vision: true, videoInput: true, reasoning: true, thinkingFormat: "qwen", contextWindow: 1000000, maxOutput: 65536 } },
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{ pattern: "*qwen3.6*", caps: { vision: true, videoInput: true, reasoning: true, thinkingFormat: "qwen", contextWindow: 1000000, maxOutput: 65536 } },
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{ pattern: "*qwen3.7*", caps: { vision: true, videoInput: true, reasoning: true, thinkingFormat: "qwen", contextWindow: 1000000, maxOutput: 65536 } },
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@@ -396,14 +363,15 @@ export const PATTERN_CAPABILITIES = [
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// ── MiniMax (M3 = adaptive; M2.x cannot disable) ─────────────────
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{ pattern: "*minimax*image*", caps: { imageOutput: true } },
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{ pattern: "*minimax-m3*", caps: { vision: true, reasoning: true, thinkingFormat: "minimax", contextWindow: 1048576, maxOutput: 512000 } },
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{ pattern: "*minimax-m2.7*", caps: { reasoning: true, thinkingFormat: "minimax", thinkingCanDisable: false, contextWindow: 204800, maxOutput: 131072 } },
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{ pattern: "*minimax-m3*", caps: { vision: true, reasoning: true, thinkingFormat: "minimax", contextWindow: 1000000, maxOutput: 131072 } },
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{ pattern: "*minimax-m2.7*", caps: { vision: true, reasoning: true, thinkingFormat: "minimax", thinkingCanDisable: false, contextWindow: 204800, maxOutput: 131072 } },
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{ pattern: "*minimax-m2.5*", caps: { vision: true, reasoning: true, thinkingFormat: "minimax", thinkingCanDisable: false, contextWindow: 204800, maxOutput: 131072 } },
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{ pattern: "*minimax*", caps: { reasoning: true, thinkingFormat: "minimax", thinkingCanDisable: false, contextWindow: 200000, maxOutput: 131072 } },
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// ── Xiaomi MiMo (vision, 1M / 262K ctx) ──────────────────────────
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{ pattern: "*mimo*v2.5*", caps: { vision: true, audioInput: true, videoInput: true, contextWindow: 1048576, maxOutput: 131072 } },
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{ pattern: "*mimo*omni*", caps: { vision: true, audioInput: true, contextWindow: 262144, maxOutput: 131072 } },
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{ pattern: "*mimo*", caps: { vision: true, contextWindow: 262144, maxOutput: 131072 } },
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// ── Xiaomi MiMo (vision + <think>-tag reasoning, always-on, can't disable) ──
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{ pattern: "*mimo*v2.5*", caps: { vision: true, audioInput: true, videoInput: true, reasoning: true, thinkingFormat: "deepseek", thinkingCanDisable: false, contextWindow: 1048576, maxOutput: 131072 } },
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{ pattern: "*mimo*omni*", caps: { vision: true, audioInput: true, reasoning: true, thinkingFormat: "deepseek", thinkingCanDisable: false, contextWindow: 262144, maxOutput: 131072 } },
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{ pattern: "*mimo*", caps: { vision: true, reasoning: true, thinkingFormat: "deepseek", thinkingCanDisable: false, contextWindow: 262144, maxOutput: 131072 } },
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// ── Llama (4 = vision/1M; 3.x = text-only/128K) ──────────────────
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{ pattern: "*llama-4*", caps: { vision: true, contextWindow: 1000000 } },
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@@ -441,6 +409,52 @@ export const PATTERN_CAPABILITIES = [
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{ pattern: "*ling-*", caps: { reasoning: true, contextWindow: 128000 } },
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];
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/**
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* Aggregate capabilities for a combo from its constituent model IDs.
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* Each entry in comboModels is a fully-qualified "provider/model" string.
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*
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* Union: vision, pdf, audioInput, videoInput, imageOutput, audioOutput, search
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* Intersection: tools
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* Primary: reasoning fields from the first (primary) model
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* Conservative: contextWindow = min; maxOutput = max
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*
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* @param {string[]} comboModels
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* @param {Object|null} [comboLookup] optional map of combo name → models array for nested resolution
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* @param {number} [_depth] internal recursion depth guard
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* @returns {object|null} full capabilities object, or null for empty input
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*/
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export function aggregateComboCapabilities(comboModels, comboLookup = null, _depth = 0) {
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if (!comboModels?.length || _depth > 6) return null;
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const allCaps = comboModels.map((fullId) => {
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// Nested combo: bare name (no slash) that exists in the lookup — recurse
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if (!fullId.includes("/") && comboLookup?.[fullId]) {
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return aggregateComboCapabilities(comboLookup[fullId], comboLookup, _depth + 1)
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?? getCapabilitiesForModel(null, fullId);
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}
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const slash = fullId.indexOf("/");
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const provider = slash === -1 ? null : fullId.slice(0, slash);
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const model = slash === -1 ? fullId : fullId.slice(slash + 1);
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return getCapabilitiesForModel(provider, model);
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});
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const first = allCaps[0];
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return {
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vision: allCaps.some((c) => c.vision),
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pdf: allCaps.some((c) => c.pdf),
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audioInput: allCaps.some((c) => c.audioInput),
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videoInput: allCaps.some((c) => c.videoInput),
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imageOutput: allCaps.some((c) => c.imageOutput),
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audioOutput: allCaps.some((c) => c.audioOutput),
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search: allCaps.some((c) => c.search),
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tools: allCaps.every((c) => c.tools),
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reasoning: first.reasoning,
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thinkingFormat: first.thinkingFormat,
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thinkingCanDisable: first.thinkingCanDisable,
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thinkingRange: first.thinkingRange,
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contextWindow: Math.min(...allCaps.map((c) => c.contextWindow)),
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maxOutput: Math.max(...allCaps.map((c) => c.maxOutput)),
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};
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}
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/**
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* Resolve capabilities for a model using the 4-step fallback chain,
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* merged over DEFAULT_CAPABILITIES so the result is always complete.
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@@ -30,15 +30,26 @@ export default {
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models: [
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{ id: "deepseek/deepseek-v4-pro", name: "DeepSeek V4 Pro" },
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{ id: "deepseek/deepseek-v4-flash", name: "DeepSeek V4 Flash" },
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{ id: "moonshotai/Kimi-K2.7-Code", name: "Kimi K2.7 Code" },
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{ id: "moonshotai/Kimi-K2.7-Code-Highspeed", name: "Kimi K2.7 Code HighSpeed" },
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{ id: "moonshotai/Kimi-K2.6", name: "Kimi K2.6" },
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{ id: "moonshotai/Kimi-K2.5", name: "Kimi K2.5" },
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{ id: "zai-org/GLM-5.2", name: "GLM 5.2" },
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{ id: "zai-org/GLM-5.2-Fast", name: "GLM 5.2 Fast" },
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{ id: "zai-org/GLM-5.1", name: "GLM 5.1" },
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{ id: "zai-org/GLM-5", name: "GLM 5" },
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{ id: "MiniMaxAI/MiniMax-M3", name: "MiniMax M3" },
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{ id: "MiniMaxAI/MiniMax-M2.7", name: "MiniMax M2.7" },
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{ id: "MiniMaxAI/MiniMax-M2.5", name: "MiniMax M2.5" },
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{ id: "xiaomi/mimo-v2.5-pro", name: "MiMo V2.5 Pro" },
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{ id: "xiaomi/mimo-v2.5", name: "MiMo V2.5" },
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{ id: "Qwen/Qwen3.6-Max-Preview", name: "Qwen 3.6 Max Preview" },
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{ id: "Qwen/Qwen3.6-Plus", name: "Qwen 3.6 Plus" },
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{ id: "Qwen/Qwen3.7-Max", name: "Qwen 3.7 Max" },
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{ id: "Qwen/Qwen3.7-Plus", name: "Qwen 3.7 Plus" },
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{ id: "stepfun/Step-3.7-Flash", name: "Step 3.7 Flash" },
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{ id: "stepfun/Step-3.5-Flash", name: "Step 3.5 Flash" },
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{ id: "nvidia/nemotron-3-ultra-550b-a55b", name: "Nemotron 3 Ultra" },
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],
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features: {
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usage: true,
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@@ -28,6 +28,7 @@ export default {
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forceStream: true,
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},
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models: [
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{ id: "gpt-5.5", name: "GPT-5.5" },
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{ id: "gpt-5.4", name: "GPT-5.4" },
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{ id: "gpt-5.4-mini", name: "GPT-5.4 Mini" },
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{ id: "gpt-5.4-nano", name: "GPT-5.4 Nano" },
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