An agent that compresses a numeric feed into stable level segments needs its cla...
https://detect.halowerk.com/v1/feed/feed-penalized-level-segmentationOverview
An agent that compresses a numeric feed into stable level segments needs its claimed break plan checked against the global minimum exact within-segment squared error plus an explicit per-segment penalty.
Protocol
x402 (POST)
Price
$0.0020
Payment Asset
USD Coin
Payment Network
eip155:8453
Category
uncategorized
Provider
detect
Source
bazaar
Indexed
2026-11-02 17:26:42
Health
Status
unknown
Latency (p50)
—
Uptime (30d)
—
Reliability Score
—
Last Checked
Never
Last Healthy
Never
Consecutive Failures
0
x402 Payment Validation
Payment Requirements
—
Asset Verified
—
Facilitator
—
Input Schema
{
"body": {
"artifact": {
"claimed_breaks": [
2,
4
],
"segment_penalty": 1,
"values": [
0,
0,
10,
10
]
}
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Output Schema
{
"example": {
"billable": true,
"findings": [
{
"confidence": 100,
"evidence": [
{
"page_indices": [],
"page_url": null,
"pattern": "feed-penalized-level-segmentation_scoped_evidence",
"type": "artifact"
}
],
"limits": [
"Only explicitly supplied normalized JSON artifacts are examined; no network request or runtime execution occurs.",
"This is an exact finite optimization of supplied numeric observations, not a change-point significance forecast. Every segment receives its weighted-free arithmetic mean and the same explicit penalty; equally optimal plans are accepted."
],
"module": "feed-penalized-level-segmentation",
"module_cpu_ms": 0,
"state": "not_observed",
"value": {
"claim_attains_minimum_cost": true,
"claimed_plan_feasible": true,
"claimed_segments": 2,
"minimum_cost_segment_count": 2,
"observations": 4
},
"warnings": []
}
],
"known_count": 1,
"scope": {
"contact_values_returned": false,
"network": false,
"supplied_artifact_only": true
},
"warnings": []
},
"type": "json"
}