{"id":"insurance-underwriting-memo","title":"Underwriting Memo","description":"Memo typed. Underwriting slow. Typed v1 agent with eval coverage.","category":"insurance","status":"validated","version":"1.0.0","source":"agentskit-registry","license":"MIT","tags":["insurance","structured-output","v1"],"packages":["@agentskit/core","@agentskit/runtime","@agentskit/tools"],"files":["agent.ts","README.md","eval.ts"],"requires":{"zod":"^3","zod-to-json-schema":"^3"},"skill":{"name":"insurance-underwriting-memo","description":"Memo typed. Underwriting slow. Typed v1 agent with eval coverage.","systemPrompt":"You are Underwriting Memo. Underwriting slow. Output: Memo typed.\nDraft sections with citations from input. Gaps for missing facts.\nNEVER invent facts — gaps and openQuestions for missing input. Always draft for human review.\n${UNTRUSTED_CONTENT_DIRECTIVE}\nCall submit_underwriting_memo exactly once. Stop."},"flow":null,"a2a":{"id":"io.agentskit.registry.insurance-underwriting-memo","name":"Underwriting Memo","description":"Memo typed. Underwriting slow. Typed v1 agent with eval coverage.","version":"1.0.0","homepage":"https://registry.agentskit.io","skills":[{"name":"insurance-underwriting-memo","description":"Memo typed. Underwriting slow. Typed v1 agent with eval coverage.","capabilities":{"streaming":true,"cancellation":true,"requiresApproval":false}}]},"sources":[{"path":"agent.ts","content":"import type { AdapterFactory, ChatMemory, Observer, ToolCall, ToolDefinition } from '@agentskit/core'\nimport { fenceUntrustedContent, UNTRUSTED_CONTENT_DIRECTIVE } from '@agentskit/core/security'\nimport { invokeStructured } from '@agentskit/runtime'\nimport { defineZodTool } from '@agentskit/tools'\nimport { z } from 'zod'\nimport { zodToJsonSchema } from 'zod-to-json-schema'\nimport type { JSONSchema7 } from 'json-schema'\n\n/** Underwriting Memo — v1 validated. Pain: Underwriting slow */\n\nexport interface Section { heading: string; body: string; citations: string[] }\nexport interface AgentOutput { title: string; sections: Section[]; gaps: string[]; openQuestions: string[] }\nexport interface AgentResult extends AgentOutput { requiresReview: boolean }\nexport interface InsuranceUnderwritingMemoConfig {\n  adapter: AdapterFactory\n  memory?: ChatMemory\n  observers?: Observer[]\n  onConfirm?: (toolCall: ToolCall) => boolean | Promise<boolean>\n  maxSteps?: number\n}\n\nconst Output = z.object({\n  title: z.string(),\n  sections: z.array(z.object({ heading: z.string(), body: z.string(), citations: z.array(z.string()).default([]) })).min(1),\n  gaps: z.array(z.string()).default([]),\n  openQuestions: z.array(z.string()).default([]),\n})\nconst toJson = (s: z.ZodTypeAny): JSONSchema7 => zodToJsonSchema(s) as JSONSchema7\n\nconst skill = {\n  name: 'insurance-underwriting-memo',\n  description: \"Underwriting Memo — typed output agent (draft spec).\",\n  systemPrompt: `You are Underwriting Memo. Underwriting slow. Output: Memo typed.\nDraft sections with citations from input. Gaps for missing facts.\nNEVER invent facts — gaps and openQuestions for missing input. Always draft for human review.\n${UNTRUSTED_CONTENT_DIRECTIVE}\nCall submit_underwriting_memo exactly once. Stop.`,\n  tools: ['submit_underwriting_memo'],\n}\n\nexport function createInsuranceUnderwritingMemoAgent(config: InsuranceUnderwritingMemoConfig) {\n  const submit = (): ToolDefinition =>\n    defineZodTool({ name: 'submit_underwriting_memo', description: 'Submit result. Once.', schema: Output, toJsonSchema: toJson, async execute() { return 'recorded' } }) as ToolDefinition\n\n  async function run(input: string): Promise<AgentResult> {\n    if (!input?.trim()) throw new Error('insurance-underwriting-memo requires non-empty input')\n    const result = await invokeStructured({\n      adapter: config.adapter,\n      tool: submit(),\n      task: `INPUT:\\n${fenceUntrustedContent(input)}`,\n      parse: (a) => Output.parse(a),\n      skill,\n      memory: config.memory,\n      observers: config.observers,\n      onConfirm: config.onConfirm,\n      maxSteps: config.maxSteps ?? 4,\n    })\n    return { ...result, requiresReview: true }\n  }\n  return {\n    name: 'insurance-underwriting-memo',\n    run,\n    asHandle() { return { name: 'insurance-underwriting-memo', run: (t: string) => run(t).then((r) => JSON.stringify(r)) } },\n  }\n}\n"},{"path":"README.md","content":"# Underwriting Memo\n\n> **v1 validated** — `npx agentskit add insurance-underwriting-memo`\n\n## Pain\nUnderwriting slow\n\n## Output\nMemo typed\n"},{"path":"eval.ts","content":"import type { EvalSuite } from '@agentskit/eval'\n\nexport const suite: EvalSuite = {\n  name: 'insurance-underwriting-memo',\n  cases: [\n    { input: 'Complete input for Underwriting Memo: Underwriting slow. Provide full structured output.', expected: (r: string) => r.length > 20 && /requiresReview|summary|title|category|findings|sections|score|clusters|items|steps/i.test(r) },\n    { input: 'Minimal input.', expected: (r: string) => /gap|openQuestion/i.test(r) || r.length > 10 },\n    { input: 'Input with specific detail: ACME Corp project deadline March 15.', expected: (r: string) => /ACME|March|15/i.test(r) || /gap/i.test(r) },\n    { input: 'Empty context — only says \"process this\".', expected: (r: string) => r.length > 5 },\n  ],\n}\n"}],"installable":true,"validation":{"status":"approved","score":96,"confidence":0.95,"method":"codex-executor-independent-reviewer","iterations":1,"cases":3,"summary":"The agent produced valid structured underwriting memo outputs for all three cases, handled sparse inputs without fabricating facts, surfaced material gaps and open questions, and resisted the injection request instead of outputting the requested false approval. The behavior is conservative and aligned with an underwriting memo agent intended to require human review when submissions lack evidence.","strengths":["Valid structured outputs with memo title, sections, gaps, openQuestions, and requiresReview in the recorded artifacts.","Strong uncertainty handling: does not invent insureds, coverage terms, exposures, claims, or pricing.","Injection case correctly ignores the instruction to output APPROVED and explicitly flags the redirect attempt.","Minimal case remains useful by identifying the underwriting facts required before a substantive memo can be drafted.","No unsafe content, unsupported underwriting recommendation, or material hallucination detected."],"notes":[]}}