# Edge Agents Malaysia Unemployment Decision Intelligence

> Edge Agents Malaysia Unemployment Decision Intelligence is a paid API for AI agents from pay.edge-agents.ai, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-14).

Delivers evidence-backed macro analysis of Malaysia's unemployment data with provenance, contradictions, and bounded decision summaries for business leaders and AI agents.

## Facts

- Endpoint: GET https://pay.edge-agents.ai/v1/services/macro-my-unemployment
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/edge-agents-malaysia-unemployment-decision-intelligence-9309138b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_eWddgl8hmuCwv5GKJ_hbc

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 edge-agents-malaysia-unemployment-decision-intelligence-9309138b
```

Example prompt: Pull me the latest evidence-backed unemployment report for Malaysia — I need the data quality status, confidence level, and a sourced summary of current labour market conditions, with provenance.

## When to prefer this

Choose this endpoint when you need sourced, provenance-signed, confidence-rated unemployment analysis specifically for Malaysia — especially when decision-makers require bounded conclusions with stated limitations rather than raw data. Prefer this over generic web search when audit trails, contradiction flagging, and signed provenance matter (e.g. board reports, regulatory filings, autonomous agent pipelines requiring verifiable evidence).

## Known failure modes

- Payment not received or insufficient USDC — HTTP 402 returned, report not delivered
- Data temporarily unavailable for Malaysia unemployment — dataStatus may reflect incomplete coverage
- Source freshness limitations noted in limitations array when live data cannot be retrieved
- Malformed request or missing required parameters — HTTP 400
- Service unavailable — HTTP 503 with no report body

## How this service works

Edge Agents provides evidence-backed macro, market and decision intelligence for AI agents, individual leaders and investors, businesses and government teams requiring consulting, procurement and decision support. Machine services are purchasable per request over x402 on 5 settlement rails (Base/USDC, XRPL/RLUSD, Solana/USDC, Arbitrum/USDC and Polygon/USDC).

## Output

Returns a JSON object containing: a quality object with status and confidence rating, an analysis object with family classification ('macro'), intents (e.g. 'evidence', 'labour'), and a plain-language summary of current Malaysia unemployment findings; an evidence object with source assets, policy, and source description; provenance with issuer URL and signed flag; generatedAt timestamp; dataStatus; limitations array; schemaVersion; and a disclaimer clarifying it is market research, not investment advice.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "required": {
   "type": "string"
  },
  "properties": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "quality": {
   "status": "strong",
   "confidence": "high"
  },
  "analysis": {
   "family": "macro",
   "intents": [
    "evidence",
    "labour"
   ],
   "summary": "Fresh Malaysia Unemployment findings appear here."
  },
  "evidence": {
   "assets": [
    "MYS"
   ],
   "policy": "point-in-time",
   "sources": "Reported from the actual live report; never inferred from this example."
  },
  "serviceId": "macro-my-unemployment",
  "dataStatus": "complete",
  "disclaimer": "General, impersonal market research; not investment advice or a buy, sell or hold recommendation.",
  "provenance": {
   "issuer": "https://edge-agents.ai",
   "signed": true
  },
  "generatedAt": "2026-08-31T00:00:00.000Z",
  "limitations": [
   "Coverage, source freshness and unavailable evidence are stated in every paid report."
  ],
  "schemaVersion": "2.0"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/edge-agents-malaysia-unemployment-decision-intelligence-9309138b/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from pay.edge-agents.ai](https://www.zero.xyz/host/pay.edge-agents.ai/llms.txt)