Netzhandwerker Agent Tools

HALOWERK provides paid endpoints that AI agents call and pay for per request via x402 on Base. No account, no API key, no signup.

MediaLiveeip155:8453Exactvia cdp
x402Agent-toolsAnalysisSeries_anomaly
Calls · 30d
1→ 0%
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 26 snapshots so far.
$11.47
Verified settled volume
2,654 settlements proven x402 by their on-chain EIP-3009 marker.
$0.0040
Listed price
As published in the catalog. Always read the live 402 before paying.
1
Calls · 30d
Upstream's own call count for this endpoint, not ours.
1
Unique payers · 30d
Last called 2026-08-19 15:04Z
Upstream on-chain volume
Reported by the source catalog.
Paid to
0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E

The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.

Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913

Provider

The payTo wallet does not resolve to a registered ERC-8004 agent. That is not a verdict on the service — most of the catalog is unregistered.

Live 402 challenge

Captured by the enrichment pass, not read just now. Prices can change — always read the 402 the endpoint answers with.

{
  "docs": "https://tools.halowerk.com/examples",
  "tool": {
    "id": "series_anomaly",
    "summary": "Outliers in a time series you pass in",
    "price_usdc": "0.004",
    "input_schema": {
      "type": "object",
      "required": [
        "points"
      ],
      "properties": {
        "seed": {
          "type": "integer",
          "default": 42,
          "maximum": 2147483647,
          "minimum": 0,
          "description": "Fixed starting value for the forest. Same seed, same answer."
        },
        "trees": {
          "type": "integer",
          "default": 100,
          "maximum": 300,
          "minimum": 10,
          "description": "Number of isolation trees."
        },
        "points": {
          "type": "array",
          "maxItems": 5000,
          "minItems": 3,
          "description": "Either plain numbers or objects with value and optionally time_unix_s (seconds since 1970), time (ISO 8601) and label. The service caps the whole request body at 256 KB, so long records reach that limit before maxItems."
        },
        "methods": {
          "type": "array",
          "items": {
            "enum": [
              "robust_z",
              "stl_residual",
              "isolation_forest"
            ],
            "type": "string"
          },
          "default": [
            "robust_z",
            "stl_residual",
            "isolation_forest"
          ],
          "maxItems": 3,
          "minItems": 1,
          "description": "Which detectors to run."
        },
        "min_votes": {
          "type": "integer",
          "default": 1,
          "maximum": 3,
          "minimum": 1,
          "description": "How many detectors must agree before a point is called an anomaly."
        },
        "sample_size": {
          "type": "integer",
          "default": 256,
          "maximum": 1024,
          "minimum": 8,
          "description": "Points drawn per tree, capped at the series length."
        },
        "contamination": {
          "type": "number",
          "default": 0.02,
          "maximum": 0.5,
          "minimum": 0.0001,
          "description": "Expected share of outliers. Sets where the isolation forest cuts."
        },
        "season_period": {
          "type": "integer",
          "default": 0,
          "maximum": 1000,
          "minimum": 0,
          "description": "Points per season, e.g. 24 for hourly data with a daily rhythm. 0 leaves the seasonal part out."
        },
        "stl_z_threshold": {
          "type": "number",
          "default": 3.5,
          "maximum": 20,
          "minimum": 0.5,
          "description": "Threshold on the robust z score of the residual."
        },
        "robust_z_threshold": {
          "type": "number",
          "default": 3.5,
          "maximum": 20,
          "minimum": 0.5,
          "description": "Absolute robust z score at which a point counts as an outlier."
        }
      }
    }
  },
  "error": "payment_required",
  "accepts": [
    {
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "extra": {
        "name": "USD Coin",
        "asset": "USDC",
        "version": "2",
        "decimals": 6,
        "eip712Domain": {
          "name": "USD Coin",
          "chainId": 8453,
          "version": "2",
          "verifyingContract": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
        },
        "network_name": "Base Mainnet",
        "assetTransferMethod": "eip3009"
      },
      "payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
      "amount": "4000",
      "scheme": "exact",
      "network": "eip155:8453",
      "maxTimeoutSeconds": 300
    }
  ],
  "resource": {
    "url": "https://tools.halowerk.com/v1/series/anomaly",
    "tags": [
      "x402",
      "agent-tools",
      "analysis",
      "series_anomaly"
    ],
    "mimeType": "application/json",
    "description": "Runs three detectors over one series and reports what each saw: a robust z score on median and median absolute deviation, a robust seasonal-trend decomposition with a z score on the residual, and an isolation forest over value and step-to-previous. Every score is returned per point, so callers set their own threshold instead of trusting a verdict. The forest draws from a fixed seed: same request, same result. Under three full cycles the seasonal figure is marked as not robust.",
    "inputSchema": {
      "type": "object",
      "required": [
        "points"
      ],
      "properties": {
        "seed": {
          "type": "integer",
          "default": 42,
          "maximum": 2147483647,
          "minimum": 0,
          "description": "Fixed starting value for the forest. Same seed, same answer."
        },
        "trees": {
          "type": "integer",
          "default": 100,
          "maximum": 300,
          "minimum": 10,
          "description": "Number of isolation trees."
        },
        "points": {
          "type": "array",
          "maxItems": 5000,
          "minItems": 3,
          "description": "Either plain numbers or objects with value and optionally time_unix_s (seconds since 1970), time (ISO 8601) and label. The service caps the whole request body at 256 KB, so long records reach that limit before maxItems."
        },
        "methods": {
          "type": "array",
          "items": {
            "enum": [
              "robust_z",
              "stl_residual",
              "isolation_forest"
            ],
            "type": "string"
          },
          "default": [
            "robust_z",
            "stl_residual",
            "isolation_forest"
          ],
          "maxItems": 3,
          "minItems": 1,
          "description": "Which detectors to run."
        },
        "min_votes": {
          "type": "integer",
          "default": 1,
          "maximum": 3,
          "minimum": 1,
          "description": "How many detectors must agree before a point is called an anomaly."
        },
        "sample_size": {
          "type": "integer",
          "default": 256,
          "maximum": 1024,
          "minimum": 8,
          "description": "Points drawn per tree, capped at the series length."
        },
        "contamination": {
          "type": "number",
          "default": 0.02,
          "maximum": 0.5,
          "minimum": 0.0001,
          "description": "Expected share of outliers. Sets where the isolation forest cuts."
        },
        "season_period": {
          "type": "integer",
          "default": 0,
          "maximum": 1000,
          "minimum": 0,
          "description": "Points per season, e.g. 24 for hourly data with a daily rhythm. 0 leaves the seasonal part out."
        },
        "stl_z_threshold": {
          "type": "number",
          "default": 3.5,
          "maximum": 20,
          "minimum": 0.5,
          "description": "Threshold on the robust z score of the residual."
        },
        "robust_z_threshold": {
          "type": "number",
          "default": 3.5,
          "maximum": 20,
          "minimum": 0.5,
          "description": "Absolute robust z score at which a point counts as an outlier."
        }
      }
    },
    "serviceName": "HALOWERK Agent Tools"
  },
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "body": {
            "seed": 42,
            "points": [
              12.1,
              12.4,
              11.9,
              12.3,
              12,
              12.2,
              48.7,
              12.1,
              11.8,
              12.5,
              12.2,
              12
            ],
            "methods": [
              "robust_z",
              "isolation_forest"
            ],
            "min_votes": 2,
            "contamination": 0.1
          },
          "type": "http",
          "method": "POST",
          "bodyType": "json"
        },
        "output": {
          "type": "json"
        }
      },
      "schema": {
        "type": "object",
        "$schema": "https://json-schema.org/draft/2020-12/schema",
        "properties": {
          "input": {
            "type": "object",
            "properties": {
              "body": {
                "type": "object",
                "required": [
                  "points"
                ],
                "properties": {
                  "seed": {
                    "type": "integer",
                    "default": 42,
                    "maximum": 2147483647,
                    "minimum": 0,
                    "description": "Fixed starting value for the forest. Same seed, same answer."
                  },
                  "trees": {
                    "type": "integer",
                    "default": 100,
                    "maximum": 300,
                    "minimum": 10,
                    "description": "Number of isolation trees."
                  },
                  "points": {
                    "type": "array",
                    "maxItems": 5000,
                    "minItems": 3,
                    "description": "Either plain numbers or objects with value and optionally time_unix_s (seconds since 1970), time (ISO 8601) and label. The service caps the whole request body at 256 KB, so long records reach that limit before maxItems."
                  },
                  "methods": {
                    "type": "array",
                    "items": {
                      "enum": [
                        "robust_z",
                        "stl_residual",
                        "isolation_forest"
                      ],
                      "type": "string"
                    },
                    "default": [
                      "robust_z",
                      "stl_residual",
                      "isolation_forest"
                    ],
                    "maxItems": 3,
                    "minItems": 1,
                    "description": "Which detectors to run."
                  },
                  "min_votes": {
                    "type": "integer",
                    "default": 1,
                    "maximum": 3,
                    "minimum": 1,
                    "description": "How many detectors must agree before a point is called an anomaly."
                  },
                  "sample_size": {
                    "type": "integer",
                    "default": 256,
                    "maximum": 1024,
                    "minimum": 8,
                    "description": "Points drawn per tree, capped at the series length."
                  },
                  "contamination": {
                    "type": "number",
                    "default": 0.02,
                    "maximum": 0.5,
                    "minimum": 0.0001,
                    "description": "Expected share of outliers. Sets where the isolation forest cuts."
                  },
                  "season_period": {
                    "type": "integer",
                    "default": 0,
                    "maximum": 1000,
                    "minimum": 0,
                    "description": "Points per season, e.g. 24 for hourly data with a daily rhythm. 0 leaves the seasonal part out."
                  },
                  "stl_z_threshold": {
                    "type": "number",
                    "default": 3.5,
                    "maximum": 20,
                    "minimum": 0.5,
                    "description": "Threshold on the robust z score of the residual."
                  },
                  "robust_z_threshold": {
                    "type": "number",
                    "default": 3.5,
                    "maximum": 20,
                    "minimum": 0.5,
                    "description": "Absolute robust z score at which a point counts as an outlier."
                  }
                }
              },
              "type": {
                "type": "string",
                "const": "http"
              },
              "method": {
                "enum": [
                  "POST"
                ],
                "type": "string"
              },
              "bodyType": {
                "enum": [
                  "json"
                ],
                "type": "string"
              }
            }
          }
        }
      }
    }
  },
  "x402Version": 2,
  "capability_request": {
    "url": "https://bedarf.halowerk.com/capabilities/request",
    "cost": "free",
    "method": "POST",
    "description": "Missing a capability, or does the scope not fit? Report the need here - no payment required. Similar reports are bundled; the response returns an id you can check back on.",
    "body_example": {
      "max_price": 0.01,
      "description": "what exactly is needed",
      "requested_capability": "short label"
    }
  }
}

Accepts

The payment requirements as published to the catalog. Read the live 402 before paying — a price here is a claim, not a quote.

0.004USDC≈ $0.004 USD
on Base · exact scheme

Pay 0.004 USDC on Base to 0x2880…C4E5E. The signed payment is good for 5 minutes.

USD Coin contract
0x8335…02913
Payment window
5 minutes
As published
4000 smallest units
The catalog’s raw entry
[
  {
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "extra": {
      "name": "USD Coin",
      "asset": "USDC",
      "version": "2",
      "decimals": 6,
      "eip712Domain": {
        "name": "USD Coin",
        "chainId": 8453,
        "version": "2",
        "verifyingContract": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
      },
      "network_name": "Base Mainnet",
      "assetTransferMethod": "eip3009"
    },
    "payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
    "amount": "4000",
    "scheme": "exact",
    "network": "eip155:8453",
    "maxTimeoutSeconds": 300
  }
]

Extensions

{
  "bazaar": {
    "info": {
      "input": {
        "body": {
          "seed": 42,
          "points": [
            12.1,
            12.4,
            11.9,
            12.3,
            12,
            12.2,
            48.7,
            12.1,
            11.8,
            12.5,
            12.2,
            12
          ],
          "methods": [
            "robust_z",
            "isolation_forest"
          ],
          "min_votes": 2,
          "contamination": 0.1
        },
        "type": "http",
        "method": "POST",
        "bodyType": "json"
      },
      "output": {
        "type": "json",
        "example": {
          "seed": 42,
          "points": [
            {
              "time": null,
              "index": 0,
              "label": null,
              "value": 12.1,
              "scores": {
                "robust_z": -0.169,
                "isolation_forest": 0.42
              },
              "flagged_by": [],
              "is_anomaly": false,
              "time_unix_s": null
            }
          ],
          "methods": [
            "robust_z",
            "isolation_forest"
          ],
          "anomalies": [
            {
              "time": null,
              "index": 6,
              "value": 48.7,
              "scores": {
                "robust_z": 123.4,
                "isolation_forest": 0.83
              },
              "flagged_by": [
                "robust_z",
                "isolation_forest"
              ],
              "time_unix_s": null
            }
          ],
          "min_votes": 2,
          "stateless": true,
          "statistics": {
            "max": 48.7,
            "min": 11.8,
            "mean": 15.016667,
            "median": 12.15,
            "stddev": 10.593
          },
          "point_count": 12,
          "anomaly_count": 1,
          "deterministic": true,
          "method_details": {
            "robust_z": {
              "scale": 0.29652,
              "median": 12.15,
              "flagged": 1,
              "threshold": 3.5,
              "scale_basis": "mad"
            },
            "isolation_forest": {
              "seed": 42,
              "trees": 100,
              "flagged": 2,
              "features": [
                "value",
                "delta_to_previous"
              ],
              "sample_size": 12,
              "score_cutoff": 0.71,
              "contamination": 0.1
            }
          }
        }
      }
    },
    "schema": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "required": [
        "input"
      ],
      "properties": {
        "input": {
          "type": "object",
          "required": [
            "type",
            "method",
            "bodyType",
            "body"
          ],
          "properties": {
            "body": {
              "type": "object",
              "required": [
                "points"
              ],
              "properties": {
                "seed": {
                  "type": "integer",
                  "default": 42,
                  "maximum": 2147483647,
                  "minimum": 0,
                  "description": "Fixed starting value for the forest. Same seed, same answer."
                },
                "trees": {
                  "type": "integer",
                  "default": 100,
                  "maximum": 300,
                  "minimum": 10,
                  "description": "Number of isolation trees."
                },
                "points": {
                  "type": "array",
                  "maxItems": 5000,
                  "minItems": 3,
                  "description": "Either plain numbers or objects with value and optionally time_unix_s (seconds since 1970), time (ISO 8601) and label. The service caps the whole request body at 256 KB, so long records reach that limit before maxItems."
                },
                "methods": {
                  "type": "array",
                  "items": {
                    "enum": [
                      "robust_z",
                      "stl_residual",
                      "isolation_forest"
                    ],
                    "type": "string"
                  },
                  "default": [
                    "robust_z",
                    "stl_residual",
                    "isolation_forest"
                  ],
                  "maxItems": 3,
                  "minItems": 1,
                  "description": "Which detectors to run."
                },
                "min_votes": {
                  "type": "integer",
                  "default": 1,
                  "maximum": 3,
                  "minimum": 1,
                  "description": "How many detectors must agree before a point is called an anomaly."
                },
                "sample_size": {
                  "type": "integer",
                  "default": 256,
                  "maximum": 1024,
                  "minimum": 8,
                  "description": "Points drawn per tree, capped at the series length."
                },
                "contamination": {
                  "type": "number",
                  "default": 0.02,
                  "maximum": 0.5,
                  "minimum": 0.0001,
                  "description": "Expected share of outliers. Sets where the isolation forest cuts."
                },
                "season_period": {
                  "type": "integer",
                  "default": 0,
                  "maximum": 1000,
                  "minimum": 0,
                  "description": "Points per season, e.g. 24 for hourly data with a daily rhythm. 0 leaves the seasonal part out."
                },
                "stl_z_threshold": {
                  "type": "number",
                  "default": 3.5,
                  "maximum": 20,
                  "minimum": 0.5,
                  "description": "Threshold on the robust z score of the residual."
                },
                "robust_z_threshold": {
                  "type": "number",
                  "default": 3.5,
                  "maximum": 20,
                  "minimum": 0.5,
                  "description": "Absolute robust z score at which a point counts as an outlier."
                }
              }
            },
            "type": {
              "type": "string",
              "const": "http"
            },
            "method": {
              "enum": [
                "POST"
              ],
              "type": "string"
            },
            "bodyType": {
              "enum": [
                "json",
                "form-data",
                "text"
              ],
              "type": "string"
            }
          },
          "additionalProperties": false
        },
        "output": {
          "type": "object",
          "required": [
            "type"
          ],
          "properties": {
            "type": {
              "type": "string"
            },
            "example": {
              "type": "object"
            }
          }
        }
      }
    }
  }
}

Provenance

Seen in the source catalog
2026-08-19 15:04Z
Last indexed by Roundhouse
2026-09-18 15:01Z
Last enriched (probe, favicon, geo)
2026-09-23 09:45Z
x402 version
2
Max timeout
300s
Liveness probe
HTTP 402
Report

Hand this page to an agent

Copy the prompt and paste it into Claude, an MCP client or your own agent — it will vet this service and call it over the free read API. No key, no account.

GET api.roundhouseai.io/v0/endpoints

This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 26 snapshots so far. Verified volume counts only settlements with an on-chain EIP-3009 marker.

Open skill.md
Show the prompt
Using Roundhouse, look up the x402 service Netzhandwerker Agent Tools and tell me whether it is
worth paying: what a call costs, whether the endpoint answered when last probed, and what
its payment record actually shows.

curl -s 'https://api.roundhouseai.io/v0/endpoints?q=Netzhandwerker%20Agent%20Tools'
curl -s 'https://api.roundhouseai.io/v0/merchants/<the payTo wallet returned above>'

Then call it: read the price from the live 402 at https://tools.halowerk.com/v1/series/anomaly, never from
a cached figure, and pay with an x402 client.

The /v0 API needs an API key (`authorization: Bearer rh_live_…`) on everything except
/v0/unified* and /v0/endpoints. Mint a personal key for $0.01 at GET https://api.roundhouseai.io/v0/test/x402,
or use an organization key from https://roundhouseai.io/dashboard/team.

If you do not have Roundhouse tools or skills installed, read
https://roundhouseai.io/skill.md first — it is the whole procedure.