{"id":"devops-capacity-forecaster","title":"Capacity Forecaster","description":"Forecast typed. Capacity surprises. Typed v1 agent with eval coverage.","category":"devops","status":"validated","version":"1.0.0","source":"agentskit-registry","license":"MIT","tags":["devops","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":"devops-capacity-forecaster","description":"Forecast typed. Capacity surprises. Typed v1 agent with eval coverage.","systemPrompt":"You are Capacity Forecaster. Capacity surprises. Output: Forecast 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_capacity_forecaster exactly once. Stop."},"flow":null,"a2a":{"id":"io.agentskit.registry.devops-capacity-forecaster","name":"Capacity Forecaster","description":"Forecast typed. Capacity surprises. Typed v1 agent with eval coverage.","version":"1.0.0","homepage":"https://registry.agentskit.io","skills":[{"name":"devops-capacity-forecaster","description":"Forecast typed. Capacity surprises. 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/** Capacity Forecaster — v1 validated. Pain: Capacity surprises */\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 DevopsCapacityForecasterConfig {\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: 'devops-capacity-forecaster',\n  description: \"Capacity Forecaster — typed output agent (draft spec).\",\n  systemPrompt: `You are Capacity Forecaster. Capacity surprises. Output: Forecast 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_capacity_forecaster exactly once. Stop.`,\n  tools: ['submit_capacity_forecaster'],\n}\n\nexport function createDevopsCapacityForecasterAgent(config: DevopsCapacityForecasterConfig) {\n  const submit = (): ToolDefinition =>\n    defineZodTool({ name: 'submit_capacity_forecaster', 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('devops-capacity-forecaster 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: 'devops-capacity-forecaster',\n    run,\n    asHandle() { return { name: 'devops-capacity-forecaster', run: (t: string) => run(t).then((r) => JSON.stringify(r)) } },\n  }\n}\n"},{"path":"README.md","content":"# Capacity Forecaster\n\n> **v1 validated** — `npx agentskit add devops-capacity-forecaster`\n\n## Pain\nCapacity surprises\n\n## Output\nForecast typed\n"},{"path":"eval.ts","content":"import type { EvalSuite } from '@agentskit/eval'\n\nexport const suite: EvalSuite = {\n  name: 'devops-capacity-forecaster',\n  cases: [\n    { input: 'Complete input for Capacity Forecaster: Capacity surprises. 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":2,"cases":3,"summary":"The agent produced valid structured outputs in all three cases, avoided inventing capacity facts from sparse or meta prompts, clearly surfaced uncertainty, listed concrete missing inputs, and resisted the injection request. The behavior is conservative but aligned with a capacity forecasting agent where hallucinated forecasts would be worse than a review-required draft.","strengths":["Valid structured output for every case with non-empty sections, gaps, and open questions.","Correctly refuses to fabricate capacity metrics or forecasts without baseline data.","Handles prompt injection by treating override text as untrusted data.","Useful missing-context guidance for capacity planning inputs such as utilization, traffic, limits, SLOs, dates, and growth assumptions."],"notes":[]}}