Netzhandwerker Agent Tools

Reads one conversion experiment two ways at once. Frequentist: two-proportion test, p value, confidence interval on the absolute lift, and the sample size the requested minimum detectable effect needs at the requested power. Bayesian: Beta-Binomial posteriors, probability the variant is better, expected loss either way, credible intervals - closed form, not sampled, so the numbers repeat exactly. looks_taken carries the adjusted threshold and the rate you actually ran at.

SearchLiveeip155:8453Exactvia cdp
x402Agent-toolsAnalysisAbtest_evaluate
Calls · 30d
1→ 0%
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 25 snapshots so far.
$11.49
Verified settled volume
2,661 settlements proven x402 by their on-chain EIP-3009 marker.
$0.0020
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 15:03Z
—
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": "abtest_evaluate",
    "summary": "A/B test read frequentist and bayesian at once",
    "price_usdc": "0.002",
    "input_schema": {
      "type": "object",
      "required": [
        "control",
        "variant"
      ],
      "properties": {
        "power": {
          "type": "number",
          "default": 0.8,
          "maximum": 0.999,
          "minimum": 0.5,
          "description": "Probability of finding that effect if it is there."
        },
        "control": {
          "type": "object",
          "required": [
            "visitors",
            "conversions"
          ],
          "properties": {
            "visitors": {
              "type": "integer",
              "minimum": 1
            },
            "conversions": {
              "type": "integer",
              "minimum": 0
            }
          },
          "description": "Baseline group. conversions may not exceed visitors."
        },
        "variant": {
          "type": "object",
          "required": [
            "visitors",
            "conversions"
          ],
          "properties": {
            "visitors": {
              "type": "integer",
              "minimum": 1
            },
            "conversions": {
              "type": "integer",
              "minimum": 0
            }
          },
          "description": "Group under test. conversions may not exceed visitors."
        },
        "prior_beta": {
          "type": "number",
          "default": 1,
          "maximum": 1000,
          "minimum": 0.0001,
          "description": "Beta prior, failures."
        },
        "alternative": {
          "enum": [
            "two_sided",
            "greater"
          ],
          "type": "string",
          "default": "two_sided",
          "description": "two_sided asks whether the groups differ, greater whether the variant is above the control."
        },
        "looks_taken": {
          "type": "integer",
          "default": 1,
          "maximum": 100,
          "minimum": 1,
          "description": "How often the running test has been evaluated. Above 1 the threshold is adjusted and the real false positive rate is reported."
        },
        "prior_alpha": {
          "type": "number",
          "default": 1,
          "maximum": 1000,
          "minimum": 0.0001,
          "description": "Beta prior, successes. 1 with prior_beta 1 is uniform."
        },
        "confidence_level": {
          "type": "number",
          "default": 0.95,
          "maximum": 0.9999,
          "minimum": 0.5
        },
        "minimum_detectable_effect_rel": {
          "type": "number",
          "default": 0.1,
          "maximum": 5,
          "minimum": 0.001,
          "description": "Relative effect the test should be able to find, e.g. 0.1 for ten percent above the control rate."
        }
      }
    }
  },
  "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": "2000",
      "scheme": "exact",
      "network": "eip155:8453",
      "maxTimeoutSeconds": 300
    }
  ],
  "resource": {
    "url": "https://tools.halowerk.com/v1/abtest/evaluate",
    "tags": [
      "x402",
      "agent-tools",
      "analysis",
      "abtest_evaluate"
    ],
    "mimeType": "application/json",
    "description": "Reads one conversion experiment two ways at once. Frequentist: two-proportion test, p value, confidence interval on the absolute lift, and the sample size the requested minimum detectable effect needs at the requested power. Bayesian: Beta-Binomial posteriors, probability the variant is better, expected loss either way, credible intervals - closed form, not sampled, so the numbers repeat exactly. looks_taken carries the adjusted threshold and the rate you actually ran at.",
    "inputSchema": {
      "type": "object",
      "required": [
        "control",
        "variant"
      ],
      "properties": {
        "power": {
          "type": "number",
          "default": 0.8,
          "maximum": 0.999,
          "minimum": 0.5,
          "description": "Probability of finding that effect if it is there."
        },
        "control": {
          "type": "object",
          "required": [
            "visitors",
            "conversions"
          ],
          "properties": {
            "visitors": {
              "type": "integer",
              "minimum": 1
            },
            "conversions": {
              "type": "integer",
              "minimum": 0
            }
          },
          "description": "Baseline group. conversions may not exceed visitors."
        },
        "variant": {
          "type": "object",
          "required": [
            "visitors",
            "conversions"
          ],
          "properties": {
            "visitors": {
              "type": "integer",
              "minimum": 1
            },
            "conversions": {
              "type": "integer",
              "minimum": 0
            }
          },
          "description": "Group under test. conversions may not exceed visitors."
        },
        "prior_beta": {
          "type": "number",
          "default": 1,
          "maximum": 1000,
          "minimum": 0.0001,
          "description": "Beta prior, failures."
        },
        "alternative": {
          "enum": [
            "two_sided",
            "greater"
          ],
          "type": "string",
          "default": "two_sided",
          "description": "two_sided asks whether the groups differ, greater whether the variant is above the control."
        },
        "looks_taken": {
          "type": "integer",
          "default": 1,
          "maximum": 100,
          "minimum": 1,
          "description": "How often the running test has been evaluated. Above 1 the threshold is adjusted and the real false positive rate is reported."
        },
        "prior_alpha": {
          "type": "number",
          "default": 1,
          "maximum": 1000,
          "minimum": 0.0001,
          "description": "Beta prior, successes. 1 with prior_beta 1 is uniform."
        },
        "confidence_level": {
          "type": "number",
          "default": 0.95,
          "maximum": 0.9999,
          "minimum": 0.5
        },
        "minimum_detectable_effect_rel": {
          "type": "number",
          "default": 0.1,
          "maximum": 5,
          "minimum": 0.001,
          "description": "Relative effect the test should be able to find, e.g. 0.1 for ten percent above the control rate."
        }
      }
    },
    "serviceName": "HALOWERK Agent Tools"
  },
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "body": {
            "control": {
              "visitors": 4820,
              "conversions": 241
            },
            "variant": {
              "visitors": 4790,
              "conversions": 302
            },
            "looks_taken": 3,
            "confidence_level": 0.95,
            "minimum_detectable_effect_rel": 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": [
                  "control",
                  "variant"
                ],
                "properties": {
                  "power": {
                    "type": "number",
                    "default": 0.8,
                    "maximum": 0.999,
                    "minimum": 0.5,
                    "description": "Probability of finding that effect if it is there."
                  },
                  "control": {
                    "type": "object",
                    "required": [
                      "visitors",
                      "conversions"
                    ],
                    "properties": {
                      "visitors": {
                        "type": "integer",
                        "minimum": 1
                      },
                      "conversions": {
                        "type": "integer",
                        "minimum": 0
                      }
                    },
                    "description": "Baseline group. conversions may not exceed visitors."
                  },
                  "variant": {
                    "type": "object",
                    "required": [
                      "visitors",
                      "conversions"
                    ],
                    "properties": {
                      "visitors": {
                        "type": "integer",
                        "minimum": 1
                      },
                      "conversions": {
                        "type": "integer",
                        "minimum": 0
                      }
                    },
                    "description": "Group under test. conversions may not exceed visitors."
                  },
                  "prior_beta": {
                    "type": "number",
                    "default": 1,
                    "maximum": 1000,
                    "minimum": 0.0001,
                    "description": "Beta prior, failures."
                  },
                  "alternative": {
                    "enum": [
                      "two_sided",
                      "greater"
                    ],
                    "type": "string",
                    "default": "two_sided",
                    "description": "two_sided asks whether the groups differ, greater whether the variant is above the control."
                  },
                  "looks_taken": {
                    "type": "integer",
                    "default": 1,
                    "maximum": 100,
                    "minimum": 1,
                    "description": "How often the running test has been evaluated. Above 1 the threshold is adjusted and the real false positive rate is reported."
                  },
                  "prior_alpha": {
                    "type": "number",
                    "default": 1,
                    "maximum": 1000,
                    "minimum": 0.0001,
                    "description": "Beta prior, successes. 1 with prior_beta 1 is uniform."
                  },
                  "confidence_level": {
                    "type": "number",
                    "default": 0.95,
                    "maximum": 0.9999,
                    "minimum": 0.5
                  },
                  "minimum_detectable_effect_rel": {
                    "type": "number",
                    "default": 0.1,
                    "maximum": 5,
                    "minimum": 0.001,
                    "description": "Relative effect the test should be able to find, e.g. 0.1 for ten percent above the control rate."
                  }
                }
              },
              "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.

0.002USDC≈ $0.002 USD
on Base · exact scheme

Pay 0.002 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
2000 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": "2000",
    "scheme": "exact",
    "network": "eip155:8453",
    "maxTimeoutSeconds": 300
  }
]

Extensions

{
  "bazaar": {
    "info": {
      "input": {
        "body": {
          "control": {
            "visitors": 4820,
            "conversions": 241
          },
          "variant": {
            "visitors": 4790,
            "conversions": 302
          },
          "looks_taken": 3,
          "confidence_level": 0.95,
          "minimum_detectable_effect_rel": 0.1
        },
        "type": "http",
        "method": "POST",
        "bodyType": "json"
      },
      "output": {
        "type": "json",
        "example": {
          "control": {
            "rate": 0.05,
            "visitors": 4820,
            "conversions": 241
          },
          "peeking": {
            "correction": "bonferroni",
            "looks_taken": 3,
            "adjusted_alpha": 0.01666667,
            "significant_after_adjustment": true,
            "effective_false_positive_rate_unadjusted": 0.142625
          },
          "variant": {
            "rate": 0.063048,
            "visitors": 4790,
            "conversions": 302
          },
          "verdict": {
            "reasons": [
              "Fewer observations per group (4790) than the 30245 the requested minimum detectable effect needs."
            ],
            "decision": "keep_running"
          },
          "bayesian": {
            "prior": {
              "beta": 1,
              "alpha": 1
            },
            "method": "closed-form Beta-Binomial, no sampling",
            "posterior_control": {
              "beta": 4580,
              "mean": 0.050187,
              "alpha": 242
            },
            "posterior_variant": {
              "beta": 4489,
              "mean": 0.06323,
              "alpha": 303
            },
            "probability_exact": true,
            "credible_interval_control": [
              0.044204,
              0.056523
            ],
            "credible_interval_variant": [
              0.056515,
              0.070291
            ],
            "probability_variant_better": 0.997196,
            "expected_loss_choosing_control": 0.01169,
            "expected_loss_choosing_variant": 0.000002
          },
          "stateless": true,
          "frequentist": {
            "z": 2.769911,
            "note": null,
            "alpha": 0.05,
            "p_value": 0.0056071682,
            "alternative": "two_sided",
            "significant": true,
            "absolute_lift": 0.013048,
            "relative_lift": 0.26096,
            "standard_error": 0.00471,
            "confidence_level": 0.95,
            "confidence_interval_absolute": [
              0.003816,
              0.02228
            ]
          },
          "sample_size": {
            "power": 0.8,
            "sufficient": false,
            "current_control": 4820,
            "current_variant": 4790,
            "required_per_group": 30245,
            "minimum_detectable_effect_rel": 0.1
          },
          "deterministic": true
        }
      }
    },
    "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": [
                "control",
                "variant"
              ],
              "properties": {
                "power": {
                  "type": "number",
                  "default": 0.8,
                  "maximum": 0.999,
                  "minimum": 0.5,
                  "description": "Probability of finding that effect if it is there."
                },
                "control": {
                  "type": "object",
                  "required": [
                    "visitors",
                    "conversions"
                  ],
                  "properties": {
                    "visitors": {
                      "type": "integer",
                      "minimum": 1
                    },
                    "conversions": {
                      "type": "integer",
                      "minimum": 0
                    }
                  },
                  "description": "Baseline group. conversions may not exceed visitors."
                },
                "variant": {
                  "type": "object",
                  "required": [
                    "visitors",
                    "conversions"
                  ],
                  "properties": {
                    "visitors": {
                      "type": "integer",
                      "minimum": 1
                    },
                    "conversions": {
                      "type": "integer",
                      "minimum": 0
                    }
                  },
                  "description": "Group under test. conversions may not exceed visitors."
                },
                "prior_beta": {
                  "type": "number",
                  "default": 1,
                  "maximum": 1000,
                  "minimum": 0.0001,
                  "description": "Beta prior, failures."
                },
                "alternative": {
                  "enum": [
                    "two_sided",
                    "greater"
                  ],
                  "type": "string",
                  "default": "two_sided",
                  "description": "two_sided asks whether the groups differ, greater whether the variant is above the control."
                },
                "looks_taken": {
                  "type": "integer",
                  "default": 1,
                  "maximum": 100,
                  "minimum": 1,
                  "description": "How often the running test has been evaluated. Above 1 the threshold is adjusted and the real false positive rate is reported."
                },
                "prior_alpha": {
                  "type": "number",
                  "default": 1,
                  "maximum": 1000,
                  "minimum": 0.0001,
                  "description": "Beta prior, successes. 1 with prior_beta 1 is uniform."
                },
                "confidence_level": {
                  "type": "number",
                  "default": 0.95,
                  "maximum": 0.9999,
                  "minimum": 0.5
                },
                "minimum_detectable_effect_rel": {
                  "type": "number",
                  "default": 0.1,
                  "maximum": 5,
                  "minimum": 0.001,
                  "description": "Relative effect the test should be able to find, e.g. 0.1 for ten percent above the control rate."
                }
              }
            },
            "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 15:03Z
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. 25 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/abtest/evaluate, 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.