feat: add kimi-k2.5 to agent fallback chains and update model catalog
- sisyphus: opus → kimi-k2.5 → glm-4.7 → gpt-5.2-codex → gemini-3-pro - atlas: sonnet-4-5 → kimi-k2.5 → gpt-5.2 → gemini-3-pro - prometheus/metis: opus → kimi-k2.5 → gpt-5.2 → gemini-3-pro - multimodal-looker: gemini-flash → gpt-5.2 → glm-4.6v → kimi-k2.5 → haiku → gpt-5-nano - visual-engineering: remove gpt-5.2 from chain - ultrabrain: reorder to gpt-5.2-codex → gemini-3-pro → opus - Add cross-provider fuzzy match for model resolution - Update all documentation (AGENTS.md, features.md, configurations.md, category-skill-guide.md)
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@@ -25,15 +25,15 @@ agents/
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## AGENT MODELS
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| Agent | Model | Temp | Purpose |
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|-------|-------|------|---------|
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| Sisyphus | anthropic/claude-opus-4-5 | 0.1 | Primary orchestrator |
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| Atlas | anthropic/claude-opus-4-5 | 0.1 | Master orchestrator |
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| Sisyphus | anthropic/claude-opus-4-5 | 0.1 | Primary orchestrator (fallback: kimi-k2.5 → glm-4.7) |
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| Atlas | anthropic/claude-sonnet-4-5 | 0.1 | Master orchestrator (fallback: kimi-k2.5 → gpt-5.2) |
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| oracle | openai/gpt-5.2 | 0.1 | Consultation, debugging |
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| librarian | opencode/glm-4.7-free | 0.1 | Docs, GitHub search |
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| explore | opencode/gpt-5-nano | 0.1 | Fast contextual grep |
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| librarian | zai-coding-plan/glm-4.7 | 0.1 | Docs, GitHub search (fallback: glm-4.7-free) |
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| explore | anthropic/claude-haiku-4-5 | 0.1 | Fast contextual grep (fallback: gpt-5-mini → gpt-5-nano) |
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| multimodal-looker | google/gemini-3-flash | 0.1 | PDF/image analysis |
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| Prometheus | anthropic/claude-opus-4-5 | 0.1 | Strategic planning |
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| Metis | anthropic/claude-sonnet-4-5 | 0.3 | Pre-planning analysis |
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| Momus | anthropic/claude-sonnet-4-5 | 0.1 | Plan validation |
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| Prometheus | anthropic/claude-opus-4-5 | 0.1 | Strategic planning (fallback: kimi-k2.5 → gpt-5.2) |
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| Metis | anthropic/claude-opus-4-5 | 0.3 | Pre-planning analysis (fallback: kimi-k2.5 → gpt-5.2) |
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| Momus | openai/gpt-5.2 | 0.1 | Plan validation (fallback: claude-opus-4-5) |
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| Sisyphus-Junior | anthropic/claude-sonnet-4-5 | 0.1 | Category-spawned executor |
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## HOW TO ADD
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@@ -13,6 +13,7 @@ export const AGENT_MODEL_REQUIREMENTS: Record<string, ModelRequirement> = {
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sisyphus: {
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fallbackChain: [
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-opus-4-5", variant: "max" },
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{ providers: ["kimi-for-coding", "opencode"], model: "kimi-k2.5" },
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{ providers: ["zai-coding-plan"], model: "glm-4.7" },
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2-codex", variant: "medium" },
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-pro" },
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@@ -44,6 +45,7 @@ export const AGENT_MODEL_REQUIREMENTS: Record<string, ModelRequirement> = {
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-flash" },
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2" },
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{ providers: ["zai-coding-plan"], model: "glm-4.6v" },
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{ providers: ["kimi-for-coding", "opencode"], model: "kimi-k2.5" },
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-haiku-4-5" },
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{ providers: ["opencode"], model: "gpt-5-nano" },
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],
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@@ -51,6 +53,7 @@ export const AGENT_MODEL_REQUIREMENTS: Record<string, ModelRequirement> = {
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prometheus: {
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fallbackChain: [
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-opus-4-5", variant: "max" },
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{ providers: ["kimi-for-coding", "opencode"], model: "kimi-k2.5" },
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2", variant: "high" },
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-pro" },
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],
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@@ -58,6 +61,7 @@ export const AGENT_MODEL_REQUIREMENTS: Record<string, ModelRequirement> = {
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metis: {
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fallbackChain: [
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-opus-4-5", variant: "max" },
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{ providers: ["kimi-for-coding", "opencode"], model: "kimi-k2.5" },
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2", variant: "high" },
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-pro", variant: "max" },
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],
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@@ -72,6 +76,7 @@ export const AGENT_MODEL_REQUIREMENTS: Record<string, ModelRequirement> = {
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atlas: {
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fallbackChain: [
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-sonnet-4-5" },
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{ providers: ["kimi-for-coding"], model: "kimi-k2.5" },
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2" },
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-pro" },
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],
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@@ -84,14 +89,13 @@ export const CATEGORY_MODEL_REQUIREMENTS: Record<string, ModelRequirement> = {
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-pro" },
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-opus-4-5", variant: "max" },
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{ providers: ["zai-coding-plan"], model: "glm-4.7" },
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2", variant: "high" },
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],
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},
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ultrabrain: {
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fallbackChain: [
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{ providers: ["openai", "github-copilot", "opencode"], model: "gpt-5.2-codex", variant: "xhigh" },
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-opus-4-5", variant: "max" },
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{ providers: ["google", "github-copilot", "opencode"], model: "gemini-3-pro", variant: "max" },
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{ providers: ["anthropic", "github-copilot", "opencode"], model: "claude-opus-4-5", variant: "max" },
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],
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},
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deep: {
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@@ -388,6 +388,85 @@ describe("resolveModelWithFallback", () => {
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expect(result!.model).toBe("anthropic/claude-opus-4-5")
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expect(result!.source).toBe("provider-fallback")
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})
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test("cross-provider fuzzy match when preferred provider unavailable (librarian scenario)", () => {
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// #given - glm-4.7 is defined for zai-coding-plan, but only opencode has it
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const input: ExtendedModelResolutionInput = {
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fallbackChain: [
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{ providers: ["zai-coding-plan"], model: "glm-4.7" },
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{ providers: ["anthropic"], model: "claude-sonnet-4-5" },
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],
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availableModels: new Set(["opencode/glm-4.7", "anthropic/claude-sonnet-4-5"]),
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systemDefaultModel: "google/gemini-3-pro",
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}
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// #when
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const result = resolveModelWithFallback(input)
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// #then - should find glm-4.7 from opencode via cross-provider fuzzy match
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expect(result!.model).toBe("opencode/glm-4.7")
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expect(result!.source).toBe("provider-fallback")
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expect(logSpy).toHaveBeenCalledWith("Model resolved via fallback chain (cross-provider fuzzy match)", {
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model: "glm-4.7",
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match: "opencode/glm-4.7",
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variant: undefined,
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})
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})
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test("prefers specified provider over cross-provider match", () => {
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// #given - both zai-coding-plan and opencode have glm-4.7
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const input: ExtendedModelResolutionInput = {
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fallbackChain: [
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{ providers: ["zai-coding-plan"], model: "glm-4.7" },
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],
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availableModels: new Set(["zai-coding-plan/glm-4.7", "opencode/glm-4.7"]),
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systemDefaultModel: "google/gemini-3-pro",
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}
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// #when
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const result = resolveModelWithFallback(input)
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// #then - should prefer zai-coding-plan (specified provider) over opencode
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expect(result!.model).toBe("zai-coding-plan/glm-4.7")
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expect(result!.source).toBe("provider-fallback")
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})
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test("cross-provider match preserves variant from entry", () => {
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// #given - entry has variant, model found via cross-provider
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const input: ExtendedModelResolutionInput = {
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fallbackChain: [
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{ providers: ["zai-coding-plan"], model: "glm-4.7", variant: "high" },
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],
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availableModels: new Set(["opencode/glm-4.7"]),
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systemDefaultModel: "google/gemini-3-pro",
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}
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// #when
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const result = resolveModelWithFallback(input)
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// #then - variant should be preserved
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expect(result!.model).toBe("opencode/glm-4.7")
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expect(result!.variant).toBe("high")
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})
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test("cross-provider match tries next entry if no match found anywhere", () => {
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// #given - first entry model not available anywhere, second entry available
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const input: ExtendedModelResolutionInput = {
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fallbackChain: [
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{ providers: ["zai-coding-plan"], model: "nonexistent-model" },
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{ providers: ["anthropic"], model: "claude-sonnet-4-5" },
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],
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availableModels: new Set(["anthropic/claude-sonnet-4-5"]),
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systemDefaultModel: "google/gemini-3-pro",
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}
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// #when
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const result = resolveModelWithFallback(input)
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// #then - should fall through to second entry
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expect(result!.model).toBe("anthropic/claude-sonnet-4-5")
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expect(result!.source).toBe("provider-fallback")
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})
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})
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describe("Step 4: System default fallback (no availability match)", () => {
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@@ -117,6 +117,7 @@ export function resolveModelWithFallback(
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}
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} else {
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for (const entry of fallbackChain) {
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// Step 1: Try with provider filter (preferred providers first)
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for (const provider of entry.providers) {
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const fullModel = `${provider}/${entry.model}`
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const match = fuzzyMatchModel(fullModel, availableModels, [provider])
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@@ -125,6 +126,17 @@ export function resolveModelWithFallback(
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return { model: match, source: "provider-fallback", variant: entry.variant }
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}
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}
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// Step 2: Try without provider filter (cross-provider fuzzy match)
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const crossProviderMatch = fuzzyMatchModel(entry.model, availableModels)
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if (crossProviderMatch) {
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log("Model resolved via fallback chain (cross-provider fuzzy match)", {
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model: entry.model,
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match: crossProviderMatch,
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variant: entry.variant,
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})
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return { model: crossProviderMatch, source: "provider-fallback", variant: entry.variant }
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}
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}
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log("No available model found in fallback chain, falling through to system default")
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}
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