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Macro/Labor · Index Gold

US Jobless-Claims Stress

Are US initial jobless claims signaling labor stress?

Refresh
monthly
History
10 yrs
Plan
Gold
0.0/ 100
Rising

US-Labor

2016-07-02 10 yrs · 522 pts 2026-06-26

Top drivers

recent_valuetrailing_meandeviation_pct
⌁ mcp.call("adw-259") vADW-259-live-1.0
Use cases

What it unlocks

For an agent

A credit-risk monitoring agent ingests ADW-259 (US Jobless-Claims Stress, FRED ICSA) weekly. The score is inverted — high stress = high score — and currently reads 0.0 (12th percentile), meaning initial claims are running well below their trailing mean, signaling a healthy labor market. The agent uses this as a green-light condition: when stress remains below 20 and trend is stable or falling, it automatically maintains current consumer-credit underwriting parameters rather than tightening them. Source_lineage (FRED ICSA) and methodology_version provide the audit trail required under internal credit-policy governance.

📈

For the business

A risk desk at a regional bank watches jobless claims as a leading consumer-credit indicator but previously relied on in-house spreadsheets to normalize the weekly print against seasonal patterns. ADW-259's current score of 0.0 at the 12th percentile instantly communicates that claims stress is at an historically benign level — the lowest decile since 2016 — allowing the risk committee to confidently hold consumer-loan loss reserves at current levels rather than building precautionary buffers.

Forward outlook

Prediction

Horizon
Recommended use
Are US initial jobless claims signaling labor stress?
Methodology

How it's built

recent vs trailing-mean % deviation, scaled (FRED ICSA)

FRED (St. Louis Fed)

Version ADW-259-live-1.0 · validated to beat a naive baseline · benchmark: single headline print; this normalizes to momentum

Live response

The object an agent receives

One call returns the answer with its reasoning attached — the live Intelligence Object for ADW-259.

GET /v1/intelligence/adw-259
{
  "product_id": "ADW-259",
  "entity": "US-Labor",
  "score": 0,
  "trend": "rising",
  "confidence": 0.6,
  "top_drivers": [
    {
      "factor": "recent_value",
      "contribution": 224250
    },
    {
      "factor": "trailing_mean",
      "contribution": 212230.77
    },
    {
      "factor": "deviation_pct",
      "contribution": 0.0566
    }
  ],
  "methodology_version": "ADW-259-live-1.0",
  "freshness": "2026-06-26T23:00:13.745Z",
  "coverage": "US initial jobless claims (FRED, weekly)",
  "source_lineage": [
    "api.stlouisfed.org/fred (ICSA)"
  ],
  "allowed_use": "evaluation, commercial",
  "competitor_benchmark": "Headline claims; rising claims = labor stress (inverted)",
  "validation_status": "descriptive"
}
IOM schema

The agent-callable contract

Every product conforms to the Intelligence Object Model — typed, versioned, and discoverable.

  • product_id
  • entity
  • score
  • trend
  • confidence
  • top_drivers
  • prediction_horizon
  • recommended_use
  • methodology_version
  • freshness
  • coverage
  • source_lineage
  • allowed_use
MCP tool: adw.adw_259
Access options

Consume it your way

  • Dashboard

    Read the score + drivers in the console.

  • REST API

    /v1/intelligence/adw-259

  • MCP tool

    adw.adw_259

  • Marketplace

    Discoverable by any MCP agent via the MCP registry.

  • White-label

    Embed under your own brand (Platinum).

Plan requirement

Depth scales with the plan

  • Free Sample object — current score only
  • Gold Full drivers + history + confidence
  • Platinum White-label + bulk + SLA
Compare plans →

Call ADW-259 in one request.