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topabaem05.github.io

live Unverified (seed import) AI & Agents 12 tools imperative implementation

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Research is a graph. Ideas are tickets. Evidence decides what survives.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 6 · Act 5 · Transact 1 · Score: Not yet scored

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falsify.experiment.materialize

act imperative

Turn a claimed ticket into a new experiment node: a child of the resolved parent node carrying a structured config mutation. Only the contract's whitelisted mutable config keys can be changed, and the parent must be frozen. This creates the node in READY state — it does not run it and spends no compute. Approval: in COPILOT and AUTORESEARCH modes this executes immediately. In MANUAL mode it executes nothing and returns status "approval_required" with an approval id; a researcher must approve it in the Falsify Approval Center first. Send a fresh `idempotency_key` per intent — retrying with the same key and the same body replays the first response instead of acting twice — and `expected_project_revision` from the last state you read; a stale revision returns status "conflict" with the current one. Returns the Falsify envelope: { ok, status, projectRevision, result?, approval?, warnings?, nextActions? }. Branch on `status`, and carry `projectRevision` into the next mutation as `expected_project_revision`.

Page: /Falsify/

Input schema

Property	Type	Required	Description
`project_id`	string	yes	—
`ticket_id`	string	yes	—
`parent_node_id`	string	no	—
`round_id`	string	no	—
`implementation_strategy`	string	no	—
`config_mutation`	object	no	—
`change_summary`	string	no	—
`idempotency_key`	string	yes	—
`expected_project_revision`	integer	yes	—

Raw JSON schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "type": "object",
  "properties": {
    "project_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64
    },
    "ticket_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64
    },
    "parent_node_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64
    },
    "round_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64
    },
    "implementation_strategy": {
      "type": "string",
      "enum": [
        "structured-config",
        "coding-agent",
        "manual"
      ]
    },
    "config_mutation": {
      "type": "object",
      "properties": {
        "hidden_width": {
          "type": "integer",
          "minimum": 1,
          "maximum": 512
        },
        "activation": {
          "type": "string",
          "enum": [
            "tanh",
            "relu",
            "gelu",
            "sigmoid"
          ]
        },
        "optimizer": {
          "type": "string",
          "enum": [
            "adam",
            "sgd",
            "momentum"
          ]
        },
        "learning_rate": {
          "type": "number",
          "exclusiveMinimum": 0,
          "maximum": 10
        },
        "l2": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "batch_size": {
          "type": "integer",
          "minimum": 1,
          "maximum": 4096
        },
        "schedule": {
          "type": "string",
          "enum": [
            "constant",
            "cosine",
            "step"
          ]
        },
        "warmup_fraction": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        }
      },
      "additionalProperties": false
    },
    "change_summary": {
      "type": "string",
      "maxLength": 1000
    },
    "idempotency_key": {
      "type": "string",
      "maxLength": 96
    },
    "expected_project_revision": {
      "type": "integer",
      "minimum": 0,
      "maximum": 9007199254740991
    }
  },
  "required": [
    "project_id",
    "ticket_id",
    "idempotency_key",
    "expected_project_revision"
  ],
  "additionalProperties": false
}