{"id":"product-prioritization-rice","title":"RICE Prioritizer","description":"Scores typed. Prioritization subjective. Typed v1 agent with eval coverage.","category":"product","status":"validated","version":"1.0.0","source":"agentskit-registry","license":"MIT","tags":["product","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":"product-prioritization-rice","description":"Scores typed. Prioritization subjective. Typed v1 agent with eval coverage.","systemPrompt":"You are RICE Prioritizer. Prioritization subjective. Output: Scores typed.\nScore 0-100 with explicit factors from input.\nNEVER invent facts — gaps and openQuestions for missing input. Always draft for human review.\n${UNTRUSTED_CONTENT_DIRECTIVE}\nCall submit_prioritization_rice exactly once. Stop."},"flow":null,"a2a":{"id":"io.agentskit.registry.product-prioritization-rice","name":"RICE Prioritizer","description":"Scores typed. Prioritization subjective. Typed v1 agent with eval coverage.","version":"1.0.0","homepage":"https://registry.agentskit.io","skills":[{"name":"product-prioritization-rice","description":"Scores typed. Prioritization subjective. 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/** RICE Prioritizer — v1 validated. Pain: Prioritization subjective */\n\nexport interface AgentOutput { score: number; band: 'low' | 'medium' | 'high' | 'critical'; factors: string[]; rationale: string; gaps: string[] }\nexport interface AgentResult extends AgentOutput { requiresReview: boolean }\nexport interface ProductPrioritizationRiceConfig {\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  score: z.number().min(0).max(100),\n  band: z.enum(['low', 'medium', 'high', 'critical']),\n  factors: z.array(z.string()),\n  rationale: z.string(),\n  gaps: z.array(z.string()).default([]),\n})\nconst toJson = (s: z.ZodTypeAny): JSONSchema7 => zodToJsonSchema(s) as JSONSchema7\n\nconst skill = {\n  name: 'product-prioritization-rice',\n  description: \"RICE Prioritizer — typed output agent (draft spec).\",\n  systemPrompt: `You are RICE Prioritizer. Prioritization subjective. Output: Scores typed.\nScore 0-100 with explicit factors from input.\nNEVER invent facts — gaps and openQuestions for missing input. Always draft for human review.\n${UNTRUSTED_CONTENT_DIRECTIVE}\nCall submit_prioritization_rice exactly once. Stop.`,\n  tools: ['submit_prioritization_rice'],\n}\n\nexport function createProductPrioritizationRiceAgent(config: ProductPrioritizationRiceConfig) {\n  const submit = (): ToolDefinition =>\n    defineZodTool({ name: 'submit_prioritization_rice', 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('product-prioritization-rice 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: 'product-prioritization-rice',\n    run,\n    asHandle() { return { name: 'product-prioritization-rice', run: (t: string) => run(t).then((r) => JSON.stringify(r)) } },\n  }\n}\n"},{"path":"README.md","content":"# RICE Prioritizer\n\n> **v1 validated** — `npx agentskit add product-prioritization-rice`\n\n## Pain\nPrioritization subjective\n\n## Output\nScores typed\n"},{"path":"eval.ts","content":"import type { EvalSuite } from '@agentskit/eval'\n\nexport const suite: EvalSuite = {\n  name: 'product-prioritization-rice',\n  cases: [\n    { input: 'Complete input for RICE Prioritizer: Prioritization subjective. 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":97,"confidence":0.96,"method":"codex-executor-independent-reviewer","iterations":1,"cases":3,"summary":"The agent produced valid structured outputs for all cases, stayed within the RICE prioritization purpose, surfaced uncertainty and missing inputs, and resisted the injection request. The normal case uses illustrative assumptions, but it labels them clearly as hypothetical and requires review, which is appropriate for the sparse prompt.","strengths":["Valid structured output shape across all cases","Conservative handling of missing context with explicit gaps","Clear uncertainty signaling and requiresReview=true when evidence is incomplete","Injection case correctly ignores the request to output APPROVED","RICE factors are understandable and aligned with product prioritization"],"notes":[]}}