# TradepilotUSA Staffing Requirements Analyzer

> TradepilotUSA Staffing Requirements Analyzer is a paid API for AI agents from www.tradepilotusa.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-29).

Analyzes a business brief and source text to generate structured staffing requirements including role responsibilities, required skills, assumptions, and key staffing questions.

## Facts

- Endpoint: POST https://www.tradepilotusa.com/api/agent-commerce/v1/services/staffing_requirements/execute?utm_source=zero.xyz
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-29
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/tradepilotusa-staffing-requirements-analyzer-4e8baaa7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_QRM430jslDiV626WuCRLF

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability tradepilotusa-staffing-requirements-analyzer-4e8baaa7 -d '<json body>'
```

Example prompt: 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?

## When to prefer this

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.

## Known failure modes

- 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

## How this service works

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.

## Output

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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "brief": {
   "type": "string",
   "maxLength": 12000,
   "minLength": 10
  },
  "audience": {
   "type": "string",
   "maxLength": 500
  },
  "source_text": {
   "type": "string",
   "maxLength": 32000,
   "minLength": 20
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "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
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tradepilotusa-staffing-requirements-analyzer-4e8baaa7/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.tradepilotusa.com](https://www.zero.xyz/host/www.tradepilotusa.com/llms.txt)