US-Labor
Top drivers
⌁ mcp.call("adw-259") vADW-259-live-1.0 Are US initial jobless claims signaling labor stress?
US-Labor
Top drivers
⌁ mcp.call("adw-259") vADW-259-live-1.0 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.
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.
recent vs trailing-mean % deviation, scaled (FRED ICSA)
Version ADW-259-live-1.0 · validated to beat a naive baseline · benchmark: single headline print; this normalizes to momentum
One call returns the answer with its reasoning attached — the live Intelligence Object for 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"
} Every product conforms to the Intelligence Object Model — typed, versioned, and discoverable.
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).
Is the US labor market weakening (unemployment level + recent trend)?
Method: 0.5*level-stress(vs 3.5% floor) + 0.5*3mo-trend-stress
Is US job creation accelerating or slowing?
Method: recent vs trailing-mean % deviation, scaled (FRED PAYEMS)