{
  "title": "Find Inconsistent Names",
  "human_url": "https://happytails.ai/en/text-tools/find-inconsistent-names/",
  "agent_url": "https://happytails.ai/agents/en/text-tools/find-inconsistent-names/",
  "language": "en",
  "markdown_url": "https://happytails.ai/en/text-tools/find-inconsistent-names.md",
  "content": "Find Inconsistent Names\nGroup similar spellings of supplied named entities for an editor to reconcile.. Runs locally and returns a reviewable report.\nHow can we improve this tool?\nReport a problem or share an idea.\nPlease leave out private information. Your message and the tool name go to our team via PostHog.\nHow to use Find Inconsistent Names\nPaste the text you want to inspect.\nChoose any available settings.\nRun the tool and download the JSON report.\nReview the signal\nThis tool reports bounded text evidence. It does not silently rewrite your input or claim human editorial judgment.",
  "content_format": "text/plain",
  "visibility": "public",
  "links": [],
  "tool": {
    "id": "find-inconsistent-names",
    "category": "text-tools",
    "built": true,
    "requirements": "Input is limited to 1000000 characters. Results are computed locally and exported as JSON.",
    "implementation": {
      "fields": [],
      "registrationFamily": "text-diagnostics-family",
      "note": "Runs locally without uploads. Capitalized-name candidates are grouped conservatively; nothing is rewritten automatically.",
      "inputMaxLength": 1000000,
      "example": {
        "input": "The file was processed. Alice Smith met Alice-Smith.\n\nA second section follows.",
        "options": {}
      },
      "experience": {
        "automatic": false,
        "single": false,
        "inputMaxLength": 1000000,
        "inputMode": "text",
        "label": "Your text",
        "placeholder": "Type or paste your input…",
        "help": "Up to 1,000,000 characters. Review the settings before running.",
        "action": null
      },
      "mode": "explicit",
      "interactive": false
    },
    "execution": "Browser interface",
    "api": null,
    "browser_agent": {
      "supported": true,
      "name": "run_current_tool",
      "discovery": "WebMCP on the human page in a supporting browser",
      "verification": "See audit/API-AUDIT.md; availability is not verification"
    }
  },
  "markdown": "# Find Inconsistent Names\n\n- Human page: https://happytails.ai/en/text-tools/find-inconsistent-names/\n- Markdown: https://happytails.ai/en/text-tools/find-inconsistent-names.md\n- Structured JSON: https://happytails.ai/agents/en/text-tools/find-inconsistent-names/index.json\n- Visibility: public\n\n## Tool capabilities\n\n| Property | Value |\n| --- | --- |\n| Tool ID | `find-inconsistent-names` |\n| Category | text-tools |\n| Implementation | Registered implementation. Registration alone is not a production-quality guarantee. |\n| Browser execution | Use the visible action or interactive controls. |\n| Browser processing | Browser; see tool notes for network behavior. |\n| HTTP API | Not callable through HTTP. |\n| Browser-agent interface | run_current_tool |\n\n### Implementation notes\n\nRuns locally without uploads. Capitalized-name candidates are grouped conservatively; nothing is rewritten automatically.\n\n### Inputs and settings\n\nText input: Your text.\n\nExample or placeholder shown in the interface (not a validated fixture):\n\n```text\nType or paste your input…\n```\n\nUp to 1,000,000 characters. Review the settings before running.\n\nNo additional settings are declared for this tool.\n\n### Browser-agent workflow\n\n1. Open the human page in a browser that supports WebMCP.\n2. Discover the interface exposed by that page; use its actual schema.\n3. Select files on the page first when the tool requires files.\n4. Call `run_current_tool` with valid input and settings.\n5. Inspect the returned result or error and the displayed output. Retrieve files from the displayed download links.\n\nCalls do not automatically copy or download results. Browser permissions still apply. Interface availability alone is not proof of successful execution.\n\n### Planning specification\n\nInput is limited to 1000000 characters. Results are computed locally and exported as JSON.\n\nThis describes intended requirements. Use the implementation notes, interface schema and observed output to determine current support.\n\n### Complete machine-readable capability record\n\n```json\n{\n  \"id\": \"find-inconsistent-names\",\n  \"category\": \"text-tools\",\n  \"built\": true,\n  \"requirements\": \"Input is limited to 1000000 characters. Results are computed locally and exported as JSON.\",\n  \"implementation\": {\n    \"fields\": [],\n    \"registrationFamily\": \"text-diagnostics-family\",\n    \"note\": \"Runs locally without uploads. Capitalized-name candidates are grouped conservatively; nothing is rewritten automatically.\",\n    \"inputMaxLength\": 1000000,\n    \"example\": {\n      \"input\": \"The file was processed. Alice Smith met Alice-Smith.\\n\\nA second section follows.\",\n      \"options\": {}\n    },\n    \"experience\": {\n      \"automatic\": false,\n      \"single\": false,\n      \"inputMaxLength\": 1000000,\n      \"inputMode\": \"text\",\n      \"label\": \"Your text\",\n      \"placeholder\": \"Type or paste your input…\",\n      \"help\": \"Up to 1,000,000 characters. Review the settings before running.\",\n      \"action\": null\n    },\n    \"mode\": \"explicit\",\n    \"interactive\": false\n  },\n  \"execution\": \"Browser interface\",\n  \"api\": null,\n  \"browser_agent\": {\n    \"supported\": true,\n    \"name\": \"run_current_tool\",\n    \"discovery\": \"WebMCP on the human page in a supporting browser\",\n    \"verification\": \"See audit/API-AUDIT.md; availability is not verification\"\n  }\n}\n```\n\n## Page guide\n\nGroup similar spellings of supplied named entities for an editor to reconcile.. Runs locally and returns a reviewable report.\n\nHow can we improve this tool?\n\nReport a problem or share an idea.\n\nPlease leave out private information. Your message and the tool name go to our team via PostHog.\n\n### How to use Find Inconsistent Names\n\n1. Paste the text you want to inspect.\n2. Choose any available settings.\n3. Run the tool and download the JSON report.\n\n## Review the signal\n\nThis tool reports bounded text evidence. It does not silently rewrite your input or claim human editorial judgment.\n"
}