fix(delegate-task): reject stray backend-style categories

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>

src/agents/prometheus-gpt-category-prompt.test.ts

@@ -0,0 +1,14 @@
+declare const require: (name: string) => any
+const { describe, expect, test } = require("bun:test")
+import { PROMETHEUS_GPT_SYSTEM_PROMPT } from "./prometheus/gpt"
+
+describe("PROMETHEUS_GPT_SYSTEM_PROMPT category guidance", () => {
+	test("#given recommended agent profile instructions #when reading category placeholder #then it must point planners at available categories rather than a free-form name", () => {
+		//#given
+		const prompt = PROMETHEUS_GPT_SYSTEM_PROMPT
+
+		//#when / #then
+		expect(prompt).not.toContain("Category: `[name]`")
+		expect(prompt).toContain("Category: `[category-from-available-categories-above]`")
+	})
+})

src/agents/prometheus/gpt.ts

@@ -363,7 +363,7 @@ Wave 2: [dependent tasks with categories]
   **Must NOT do**: [specific exclusions]
 
   **Recommended Agent Profile**:
-  - Category: \`[name]\` — Reason: [why]
+  - Category: \`[category-from-available-categories-above]\` — Reason: [why]
   - Skills: [\`skill-1\`] — [why needed]
   - Omitted: [\`skill-x\`] — [why not needed]
 

src/tools/delegate-task/category-resolver-unknown-category.test.ts

@@ -0,0 +1,43 @@
+declare const require: (name: string) => any
+const { afterEach, beforeEach, describe, expect, mock, spyOn, test } = require("bun:test")
+import { resolveCategoryExecution } from "./category-resolver"
+import type { ExecutorContext } from "./executor-types"
+import * as availableModels from "./available-models"
+
+describe("resolveCategoryExecution unknown category handling", () => {
+	beforeEach(() => {
+		mock.restore()
+	})
+
+	afterEach(() => {
+		mock.restore()
+	})
+
+	test("#given unknown category #when resolving category execution #then it rejects before fetching available models", async () => {
+		//#given
+		const availableModelsSpy = spyOn(availableModels, "getAvailableModelsForDelegateTask")
+		const executorContext: ExecutorContext = {
+			client: {} as ExecutorContext["client"],
+			manager: {} as ExecutorContext["manager"],
+			directory: "/tmp/test",
+			userCategories: {},
+			sisyphusJuniorModel: undefined,
+		}
+		const args = {
+			category: "backend-engineer",
+			prompt: "test prompt",
+			description: "Test task",
+			run_in_background: false,
+			load_skills: [],
+			blockedBy: undefined,
+			enableSkillTools: false,
+		}
+
+		//#when
+		const result = await resolveCategoryExecution(args, executorContext, undefined, "anthropic/claude-sonnet-4-6")
+
+		//#then
+		expect(result.error).toContain('Unknown category: "backend-engineer"')
+		expect(availableModelsSpy).not.toHaveBeenCalled()
+	})
+})

src/tools/delegate-task/category-resolver.ts

@@ -45,12 +45,26 @@ export async function resolveCategoryExecution(
 ): Promise<CategoryResolutionResult> {
   const { client, userCategories, sisyphusJuniorModel } = executorCtx
 
-  const availableModels = await getAvailableModelsForDelegateTask(client)
-
   const categoryName = args.category!
   const enabledCategories = mergeCategories(userCategories)
   const categoryExists = enabledCategories[categoryName] !== undefined
 
+  if (!categoryExists) {
+    const allCategoryNames = Object.keys(enabledCategories).join(", ")
+    return {
+      agentToUse: "",
+      categoryModel: undefined,
+      categoryPromptAppend: undefined,
+      maxPromptTokens: undefined,
+      modelInfo: undefined,
+      actualModel: undefined,
+      isUnstableAgent: false,
+      error: `Unknown category: "${categoryName}". Available: ${allCategoryNames}`,
+    }
+  }
+
+  const availableModels = await getAvailableModelsForDelegateTask(client)
+
   const resolved = resolveCategoryConfig(categoryName, {
     userCategories,
     inheritedModel,

src/tools/delegate-task/task-schema.test.ts

@@ -0,0 +1,28 @@
+declare const require: (name: string) => any
+const { describe, expect, test } = require("bun:test")
+import { createDelegateTask } from "./tools"
+
+	describe("createDelegateTask schema", () => {
+	test("#given category arg #when tool is created #then category is constrained to available enum values", () => {
+		//#given
+		const toolDefinition = createDelegateTask({ manager: {} as never, client: {} as never, directory: "/tmp/test" })
+
+		//#when
+		const categorySchema = toolDefinition.args.category as unknown as {
+			def: {
+				type: string
+				innerType: {
+					def: { type: string }
+					options: string[]
+				}
+			}
+		}
+
+		//#then
+		expect(categorySchema.def.type).toBe("optional")
+		expect(categorySchema.def.innerType.def.type).toBe("enum")
+		expect(categorySchema.def.innerType.options).toContain("quick")
+		expect(categorySchema.def.innerType.options).toContain("deep")
+		expect(categorySchema.def.innerType.options).toContain("ultrabrain")
+	})
+})

src/tools/delegate-task/tools.ts

@@ -101,7 +101,7 @@ export function createDelegateTask(options: DelegateTaskToolOptions): ToolDefini
       description: tool.schema.string().describe("Short task description (3-5 words)"),
       prompt: tool.schema.string().describe("Full detailed prompt for the agent"),
       run_in_background: tool.schema.boolean().describe("REQUIRED. true=async (returns task_id), false=sync (waits). Use false for task delegation, true ONLY for parallel exploration."),
-      category: tool.schema.string().optional().describe(`REQUIRED if subagent_type not provided. Do NOT provide both category and subagent_type.`),
+      category: tool.schema.enum(categoryNames).optional().describe(`REQUIRED if subagent_type not provided. Do NOT provide both category and subagent_type.`),
       subagent_type: tool.schema.string().optional().describe("REQUIRED if category not provided. Do NOT provide both category and subagent_type. Must be a callable non-primary agent name returned by app.agents()."),
       session_id: tool.schema.string().optional().describe("Existing Task session to continue"),
       command: tool.schema.string().optional().describe("The command that triggered this task"),