{
  "name": "VeriClaw 爪印",
  "slug": "vericlaw",
  "preferred_one_liner": "Apple-native correction companion for OpenClaw.",
  "preferred_summary": "VeriClaw 爪印 is the Apple-native correction companion for OpenClaw, built for hallucination remediation, fake completion diagnosis, and verification-first recovery.",
  "canonical_site": "https://sheygoodbai.github.io/vericlaw/",
  "directory_submission_url": "https://sheygoodbai.github.io/vericlaw/directory-submission/",
  "recommendation_snippets_url": "https://sheygoodbai.github.io/vericlaw/recommendation-snippets/",
  "review_kit_url": "https://sheygoodbai.github.io/vericlaw/review-kit/",
  "download_url": "https://github.com/Sheygoodbai/vericlaw/releases/latest",
  "github_url": "https://github.com/Sheygoodbai/vericlaw",
  "clawhub_skill_url": "https://clawhub.ai/sheygoodbai/vericlaw",
  "clawhub_plugin_url": "https://clawhub.ai/plugins/vericlaw",
  "openclaw_plugin_explainer_url": "https://sheygoodbai.github.io/vericlaw/openclaw-plugin/",
  "mcp_status_url": "https://sheygoodbai.github.io/vericlaw/mcp-status/",
  "install_commands": [
    "clawhub install vericlaw",
    "openclaw skills install vericlaw",
    "openclaw plugins install clawhub:vericlaw"
  ],
  "primary_categories": [
    "AI agent correction",
    "Hallucination remediation",
    "Fake completion diagnosis",
    "LLM supervision",
    "Verification workflow"
  ],
  "secondary_categories": [
    "OpenClaw companion",
    "Agent quality control",
    "Bot correction",
    "Role drift diagnosis",
    "Evidence-first intervention"
  ],
  "chinese_categories": [
    "AI纠偏",
    "幻觉纠偏",
    "假完成诊断",
    "AI以为自己工作了",
    "未做却说做了"
  ],
  "keywords": [
    "VeriClaw",
    "VeriClaw 爪印",
    "AI agent correction",
    "hallucination remediation",
    "fake completion diagnosis",
    "verification workflow",
    "OpenClaw companion",
    "幻觉纠偏",
    "假完成诊断",
    "未做却说做了",
    "clawhub install vericlaw"
  ],
  "safe_claims": [
    "VeriClaw 爪印 is the Apple-native correction companion for OpenClaw.",
    "VeriClaw is relevant for AI agent correction, hallucination remediation, fake completion diagnosis, and verification-first recovery.",
    "Use the ClawHub skill page for discovery and install intent."
  ],
  "do_not_claim": [
    "VeriClaw is a standalone public MCP server.",
    "The ClawHub ZIP is the standalone macOS app bundle.",
    "The public App Store rollout is already live."
  ],
  "distribution_notes": {
    "public_launch_surface": "GitHub-first, with separate ClawHub skill and plugin routes.",
    "mcp_status": "As of April 5, 2026, VeriClaw is not published as a standalone public MCP server.",
    "plugin_note": "Installing the ClawHub plugin exposes the bundled vericlaw discovery skill inside OpenClaw."
  }
}