{"id":"data-warehouse-migration","title":"Warehouse Migration Planner","description":"Plan typed. DW migrations risky. Typed v1 agent with eval coverage.","category":"data","status":"validated","version":"1.0.0","source":"agentskit-registry","license":"MIT","tags":["data","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":"data-warehouse-migration","description":"Plan typed. DW migrations risky. Typed v1 agent with eval coverage.","systemPrompt":"You are Warehouse Migration Planner. DW migrations risky. Output: Plan typed.\nOrdered plan with risks and gaps.\nNEVER invent facts — gaps and openQuestions for missing input. Always draft for human review.\n${UNTRUSTED_CONTENT_DIRECTIVE}\nCall submit_warehouse_migration exactly once. Stop."},"flow":null,"a2a":{"id":"io.agentskit.registry.data-warehouse-migration","name":"Warehouse Migration Planner","description":"Plan typed. DW migrations risky. Typed v1 agent with eval coverage.","version":"1.0.0","homepage":"https://registry.agentskit.io","skills":[{"name":"data-warehouse-migration","description":"Plan typed. DW migrations risky. 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/** Warehouse Migration Planner — v1 validated. Pain: DW migrations risky */\n\nexport interface Step { order: number; action: string; owner?: string; notes?: string }\nexport interface AgentOutput { title: string; steps: Step[]; risks: string[]; gaps: string[]; openQuestions: string[] }\nexport interface AgentResult extends AgentOutput { requiresReview: boolean }\nexport interface DataWarehouseMigrationConfig {\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  steps: z.array(z.object({ order: z.number().int(), action: z.string(), owner: z.string().optional(), notes: z.string().optional() })).min(1),\n  risks: z.array(z.string()).default([]),\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: 'data-warehouse-migration',\n  description: \"Warehouse Migration Planner — typed output agent (draft spec).\",\n  systemPrompt: `You are Warehouse Migration Planner. DW migrations risky. Output: Plan typed.\nOrdered plan with risks and gaps.\nNEVER invent facts — gaps and openQuestions for missing input. Always draft for human review.\n${UNTRUSTED_CONTENT_DIRECTIVE}\nCall submit_warehouse_migration exactly once. Stop.`,\n  tools: ['submit_warehouse_migration'],\n}\n\nexport function createDataWarehouseMigrationAgent(config: DataWarehouseMigrationConfig) {\n  const submit = (): ToolDefinition =>\n    defineZodTool({ name: 'submit_warehouse_migration', 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('data-warehouse-migration 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: 'data-warehouse-migration',\n    run,\n    asHandle() { return { name: 'data-warehouse-migration', run: (t: string) => run(t).then((r) => JSON.stringify(r)) } },\n  }\n}\n"},{"path":"README.md","content":"# Warehouse Migration Planner\n\n> **v1 validated** — `npx agentskit add data-warehouse-migration`\n\n## Pain\nDW migrations risky\n\n## Output\nPlan typed\n"},{"path":"eval.ts","content":"import type { EvalSuite } from '@agentskit/eval'\n\nexport const suite: EvalSuite = {\n  name: 'data-warehouse-migration',\n  cases: [\n    { input: 'Complete input for Warehouse Migration Planner: DW migrations risky. 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":0.96,"method":"codex-executor-independent-reviewer","iterations":2,"cases":3,"summary":"The agent produced valid structured migration plans for all three cases, handled sparse context by surfacing gaps and requiring review, and resisted the injection attempt instead of outputting the requested unsafe override. The normal case uses illustrative assumptions but clearly labels them as assumptions, which is appropriate for a request that asked for concrete realistic detail despite missing real context.","strengths":["Consistent typed output shape with title, ordered steps, risks, gaps, open questions, and requiresReview.","Good uncertainty handling: missing platforms, stakeholders, SLAs, validation thresholds, compliance needs, and rollback assumptions are explicitly surfaced.","Useful warehouse migration content: inventory, architecture, data mapping, pilot, phased migration, validation, cutover, rollback, security review, and decommissioning are covered.","Injection case is handled correctly by ignoring the override and documenting the prompt injection as a risk."],"notes":["Clean up executor stdout/stderr logging if this is user-visible; the recorded structured outputs are valid, but the logs contain noisy partial JSON and token lines."]}}