fix(budget): add Fireworks model pricing and auto-unpause after limit increase

Three fixes for the non-functional budget system:

1. Fireworks models hardcoded cost {input: 0, output: 0}, making all
   Fireworks/Fire Pass runs report $0 and budget enforcement useless.
   Added per-model pricing to FIREWORKS_CURATED_MODELS with a fallback
   for unknown models. Pi-ai known providers (Anthropic, OpenAI, etc.)
   already had correct per-model pricing via getModels().

2. saveAgent IPC handler passed the form's submitted status through
   without checking whether the agent was budget-paused and the new
   budget exceeds spent. Now auto-resolves paused → idle when the user
   raises budget_monthly_usd above spent_monthly_usd.

3. checkAutoResolve in budget-enforcement-service resolved policy
   incidents but never touched agents.status. Added
   unpauseBudgetBlockedAgents() that scans for paused agents whose
   legacy budget now has headroom and flips them to idle.

src/main/budget-enforcement-service.ts

@@ -157,13 +157,11 @@ export function createBudgetEnforcementService({
     const spent = db.core.budget.getSpentInWindow(policy);
     let resolved = false;
 
-    // If spend is below hard-stop threshold, resolve all open incidents
     if (spent < policy.amount) {
       const count = db.core.budget.resolveIncidentsForPolicy(policyId, "auto_resolved_limit_increase");
       if (count > 0) resolved = true;
     }
 
-    // If spend is below warn threshold, resolve warn incidents specifically
     const warnAmount = Math.floor((policy.amount * policy.warnPercent) / 100);
     if (spent < warnAmount) {
       const count = db.core.budget.resolveWarnIncidentsForPolicy(policyId, "auto_resolved_limit_increase");
@@ -171,11 +169,26 @@ export function createBudgetEnforcementService({
     }
 
     if (resolved) {
+      unpauseBudgetBlockedAgents(companyId);
       logger.info(`Budget auto-resolve: policy ${policyId} incidents resolved (spent=${spent}, limit=${policy.amount})`);
       publishDomainChanged();
     }
   }
 
+  function unpauseBudgetBlockedAgents(companyId: string): void {
+    const paused = db.queryAll<{ id: string; budgetMonthlyUsd: number; spentMonthlyUsd: number }>(
+      `SELECT id, budget_monthly_usd as budgetMonthlyUsd, spent_monthly_usd as spentMonthlyUsd
+       FROM agents WHERE company_id = ? AND status = 'paused' AND budget_monthly_usd > 0`,
+      companyId,
+    );
+    for (const agent of paused) {
+      if (agent.budgetMonthlyUsd > agent.spentMonthlyUsd) {
+        db.queryAll("UPDATE agents SET status = 'idle', updated_at = ? WHERE id = ?", new Date().toISOString(), agent.id);
+        logger.info(`[budget] Auto-unpaused agent ${agent.id}: budget $${agent.budgetMonthlyUsd} > spent $${agent.spentMonthlyUsd}`);
+      }
+    }
+  }
+
   /**
    * Closes incidents whose calendar month window has ended.
    * Per D-06: window rollover cleanup.

src/main/ipc-core-agent-graph-handlers.ts

@@ -99,6 +99,14 @@ export function registerCoreAgentGraphHandlers({
     if (!modelSelection.ok) {
       return fail("CONNECTOR_MODEL_NOT_ALLOWED", modelSelection.error);
     }
+    let resolvedStatus = parsed.status;
+    if (resolvedStatus === "paused" && existingAgent.status === "paused" && parsed.budgetMonthlyUsd > 0) {
+      const spent = existingAgent.spentMonthlyUsd ?? 0;
+      if (parsed.budgetMonthlyUsd > spent) {
+        resolvedStatus = "idle";
+      }
+    }
+
     let id: string;
     try {
       id = db.core.agents.saveAgent({
@@ -108,7 +116,7 @@ export function registerCoreAgentGraphHandlers({
         role: parsed.role,
         title: parsed.title,
         department: parsed.department ?? null,
-        status: parsed.status,
+        status: resolvedStatus,
         reportsTo: parsed.reportsTo ?? null,
         connectorId: parsed.connectorId,
         workspaceId: parsed.workspaceId ?? null,
@@ -116,9 +124,6 @@ export function registerCoreAgentGraphHandlers({
         metadataJson: parsed.metadataJson,
         capabilities: parsed.capabilities,
         budgetMonthlyUsd: parsed.budgetMonthlyUsd,
-        // User edited this agent through the form and picked a specific
-        // (connector, model). Respect their intent: pin the strategy to
-        // `explicit` so the dispatcher never overrides their choice.
         modelStrategy: "explicit",
       });
     } catch (error) {

src/main/model-resolver.ts

@@ -37,15 +37,29 @@ const FIREWORKS_DEFAULT_MAX_TOKENS = 8192;
 export const FIREWORKS_FIREPASS_MODEL_ID = "accounts/fireworks/routers/kimi-k2p5-turbo";
 export const FIREWORKS_FIREPASS_MODEL_NAME = "Kimi K2.5 Turbo (Fire Pass)";
 
-const FIREWORKS_CURATED_MODELS: Array<{ id: string; name: string; contextWindow?: number }> = [
-  { id: "accounts/fireworks/models/kimi-k2-instruct", name: "Kimi K2 Instruct", contextWindow: 131_072 },
-  { id: "accounts/fireworks/models/qwen3-coder-480b-a35b-instruct", name: "Qwen3 Coder 480B A35B Instruct", contextWindow: 262_144 },
-  { id: "accounts/fireworks/models/deepseek-v3p1", name: "DeepSeek V3.1", contextWindow: 163_840 },
-  { id: "accounts/fireworks/models/glm-4p5", name: "GLM 4.5", contextWindow: 131_072 },
-  { id: "accounts/fireworks/models/llama-v3p3-70b-instruct", name: "Llama 3.3 70B Instruct", contextWindow: 131_072 },
+const FIREWORKS_CURATED_MODELS: Array<{
+  id: string;
+  name: string;
+  contextWindow?: number;
+  cost: { input: number; output: number };
+}> = [
+  { id: "accounts/fireworks/models/kimi-k2-instruct", name: "Kimi K2 Instruct", contextWindow: 131_072, cost: { input: 0.50, output: 0.50 } },
+  { id: "accounts/fireworks/models/qwen3-coder-480b-a35b-instruct", name: "Qwen3 Coder 480B A35B Instruct", contextWindow: 262_144, cost: { input: 0.50, output: 0.50 } },
+  { id: "accounts/fireworks/models/deepseek-v3p1", name: "DeepSeek V3.1", contextWindow: 163_840, cost: { input: 0.20, output: 0.20 } },
+  { id: "accounts/fireworks/models/glm-4p5", name: "GLM 4.5", contextWindow: 131_072, cost: { input: 0.30, output: 0.30 } },
+  { id: "accounts/fireworks/models/llama-v3p3-70b-instruct", name: "Llama 3.3 70B Instruct", contextWindow: 131_072, cost: { input: 0.20, output: 0.20 } },
 ];
 
-function buildFireworksModel(modelId: string, name?: string, contextWindow?: number): Model<"openai-completions"> {
+const FIREWORKS_FIREPASS_COST = { input: 0.50, output: 0.50 };
+const FIREWORKS_FALLBACK_COST = { input: 0.50, output: 0.50 };
+
+function buildFireworksModel(
+  modelId: string,
+  name?: string,
+  contextWindow?: number,
+  cost?: { input: number; output: number },
+): Model<"openai-completions"> {
+  const modelCost = cost ?? FIREWORKS_FALLBACK_COST;
   return {
     id: modelId,
     name: name ?? modelId,
@@ -54,7 +68,7 @@ function buildFireworksModel(modelId: string, name?: string, contextWindow?: num
     baseUrl: FIREWORKS_OPENAI_BASE_URL,
     reasoning: false,
     input: ["text"],
-    cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
+    cost: { input: modelCost.input, output: modelCost.output, cacheRead: 0, cacheWrite: 0 },
     contextWindow: contextWindow ?? FIREWORKS_DEFAULT_CONTEXT,
     maxTokens: FIREWORKS_DEFAULT_MAX_TOKENS,
   };
@@ -62,11 +76,11 @@ function buildFireworksModel(modelId: string, name?: string, contextWindow?: num
 
 export function resolveModel(provider: string, modelId: string): Model<Api> | null {
   if (provider === "fireworks-firepass") {
-    return buildFireworksModel(FIREWORKS_FIREPASS_MODEL_ID, FIREWORKS_FIREPASS_MODEL_NAME, 262_144);
+    return buildFireworksModel(FIREWORKS_FIREPASS_MODEL_ID, FIREWORKS_FIREPASS_MODEL_NAME, 262_144, FIREWORKS_FIREPASS_COST);
   }
   if (provider === "fireworks") {
     const curated = FIREWORKS_CURATED_MODELS.find((entry) => entry.id === modelId);
-    return buildFireworksModel(modelId, curated?.name, curated?.contextWindow);
+    return buildFireworksModel(modelId, curated?.name, curated?.contextWindow, curated?.cost);
   }
   if (!isPiKnownProvider(provider)) {
     log.warn(`[model-resolver] Unknown pi provider: ${provider}`);