{"uid":"cap_QRM430jslDiV626WuCRLF","slug":"tradepilotusa-staffing-requirements-analyzer-4e8baaa7","name":"TradepilotUSA Staffing Requirements Analyzer","description":"Translate supplied workload and service goals into role responsibilities, skills, assumptions, and staffing questions. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review.","url":"https://www.tradepilotusa.com/api/agent-commerce/v1/services/staffing_requirements/execute?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"brief":{"type":"string","maxLength":12000,"minLength":10},"audience":{"type":"string","maxLength":500},"source_text":{"type":"string","maxLength":32000,"minLength":20}}},"responseSchema":{"type":"json","example":{"task":"staffing_requirements","summary":"The draft translates the fictional business brief into defined role responsibilities, necessary skills, assumptions based on the supplied information, and key staffing questions to guide the schedulin","artifact":"Illustrative excerpt from a synthetic provider check:\n## Role Responsibilities, Skills, Assumptions, and Staffing Questions for Scheduling Improvement Project\n\n### Role Responsibilities\n- **Project Manager**: Oversee the six-week scheduling improvement project, coordinate with vendors, manage timelines and budgets.\n- **Scheduling Coordinator**: Manage daily appointment bookings, liaise with customers for weekday consultations, implement new scheduling processes.\n- **Installation Crew (2-person team)**: Provide feedback on scheduling effectiveness, ","provenance":{"source":"buyer_supplied","generated_at":"2026-09-22T14:42:02.179Z","external_research_performed":false},"request_id":"example_staffing_requirements","assumptions":["The installation crew consists of two people who work weekdays.","Consultations are conducted only on weekdays."],"evidence_gaps":["Current booking volume data for scheduling.","Customer feedback related to scheduling and consultations."],"requires_human_review":true}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_V_x-tBDOOstAJAcFpEc1J","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes a business brief and source text to generate structured staffing requirements including role responsibilities, required skills, assumptions, and key staffing questions.","exampleAgentPrompt":"I have a business brief for a six-week scheduling improvement project — can you analyze it and generate a full staffing requirements breakdown, including role responsibilities, required skills, key assumptions, and the staffing questions I should be asking before scheduling kicks off?","exampleUseCases":[{"title":"Staffing plan for a new project","prompt":"Here's my project brief for a home installation service rollout — can you break it down into the specific roles I need, what skills each person should have, and what staffing questions I should answer before I start scheduling crews?"},{"title":"HR onboarding documentation prep","prompt":"I'm writing up an HR intake doc for a new client engagement. Here's the client brief and some background notes — can you pull out all the role responsibilities, skill requirements, and assumptions I should document for the staffing review?"},{"title":"Identifying staffing gaps before a proposal","prompt":"Before I submit this services proposal, I want to know what staffing gaps or unanswered questions it reveals. Here's the full brief text — can you list the evidence gaps and the key questions I still need to answer about staffing?"}],"resultDescription":"Returns a structured JSON object containing: a task label, a plain-language summary, a detailed artifact with role responsibilities, required skills, assumptions, and staffing questions, a list of assumptions made, a list of evidence gaps, a requires_human_review flag, and a unique request ID. The artifact is formatted in Markdown and suitable for inclusion in HR or planning documents.","failureModes":["Brief or source_text too short (below minLength) — returns validation error","Source text exceeds 32,000 character limit — input must be truncated","Insufficient context in brief to generate meaningful roles — output may be vague or surface-level","Ambiguous audience parameter may produce misaligned role definitions","Payment failure (x402) if USDC balance is insufficient — call is rejected before processing"],"whenToPreferThis":"Choose this endpoint when you have a narrative business or project brief and need it structured into actionable staffing requirements — roles, skills, assumptions, and open questions — without manual HR analysis. Prefer it over generic text summarization tools when the output needs to be staffing-specific and includes evidence gaps and review flags suitable for HR or operations teams.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T00:45:16.616Z","isFirstParty":false,"canonicalSlug":"tradepilotusa-staffing-requirements-analyzer-4e8baaa7"}