{"uid":"cap_hvftE-MeZ2Xw6Ev9G073F","slug":"tradepilotusa-training-outline-generator-0625057f","name":"TradepilotUSA Training Outline Generator","description":"Create learning objectives, modules, exercises, assessments, and delivery guidance for the supplied audience. 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/training_outline/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":"training_outline","summary":"A comprehensive learning plan tailored for a Business Operations Manager at Example Door Company to improve scheduling over six weeks. It includes objectives, modules, exercises, assessments, and deli","artifact":"Illustrative excerpt from a synthetic provider check:\n# Learning and Development Plan for Scheduling Improvement Project\n\n## Audience\nBusiness Operations Manager at Example Door Company\n\n---\n\n## Learning Objectives\n1. Understand the current scheduling process and identify inefficiencies.\n2. Evaluate vendor proposals based on implementation effort, scope clarity, and staff training benefits.\n3. Develop criteria for selecting and managing vendor engagements.\n4. Plan and execute improvements to scheduling processes over a six-week timeline.\n5. Monitor","provenance":{"source":"buyer_supplied","generated_at":"2026-09-22T14:42:09.742Z","external_research_performed":false},"request_id":"example_training_outline","assumptions":["The audience has basic knowledge of business operations and scheduling concepts.","The fictional vendor proposals represent typical options for process improvement."],"evidence_gaps":["Current booking volume and customer feedback data.","Vendor references and historical performance outcomes."],"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_XMC7BqzYS1WbXPN-7ktxi","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":"Generates a structured training outline or learning and development plan from a brief and source text, tailored to a specified audience","exampleAgentPrompt":"Can you generate a training outline for our Business Operations Managers at Acme Door Company? Use this brief: 'Six-week program to improve scheduling efficiency and vendor evaluation skills.' Here's the source material: [paste of internal process doc and vendor proposals].","exampleUseCases":[{"title":"New hire onboarding curriculum from handbook","prompt":"I need a structured training outline for new customer service reps joining our team. Here's the brief: 'Onboard new reps in two weeks covering ticketing system, escalation protocols, and customer tone guidelines.' Use this source text from our internal handbook: [paste handbook content]."},{"title":"Vendor selection training for procurement team","prompt":"Can you build a learning plan for our procurement managers? Brief: 'Help staff evaluate and select vendors for our logistics operations.' Audience: Procurement Managers at FastFreight LLC. Source text: [paste RFP criteria and vendor comparison docs]."},{"title":"Process improvement workshop outline for operations staff","prompt":"I want a training outline for our warehouse supervisors at BlueLine Logistics. The goal is a four-week program on lean process improvement. Here's the source text with our current workflow documentation and improvement targets: [paste workflow docs]."}],"resultDescription":"Returns a JSON object containing a task label, a summary of the generated plan, a full artifact (the training outline document with learning objectives, modules, exercises, and assessments), provenance metadata (source, generation timestamp), a request ID, a list of assumptions made, identified evidence gaps, and a flag indicating whether human review is recommended.","failureModes":["brief or source_text too short (minLength not met) — returns validation error","source_text exceeds 32000 character limit — request rejected","brief exceeds 12000 character limit — request rejected","payment not received or insufficient USDC — 402 Payment Required response","ambiguous or vague brief resulting in generic or low-quality outline","missing audience field leading to non-targeted output"],"whenToPreferThis":"Choose this endpoint when you need to rapidly convert a project brief or existing documentation into a structured, audience-specific training or learning development plan. It is especially useful for business operations contexts — scheduling, vendor evaluation, workflow improvement — where you have source material but need it transformed into a pedagogical structure with objectives, modules, and assessments. Prefer this over generic document summarization when the goal is actionable learning design rather than just a summary.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T06:48:43.840Z","isFirstParty":false,"canonicalSlug":"tradepilotusa-training-outline-generator-0625057f"}