{
  "schema_version": "2.0",
  "slug": "eggbrid2-mobileclaw",
  "name": "eggbrid2/mobileclaw",
  "agent_url": "https://github.com/eggbrid2/mobileclaw",
  "category": "AI Agent",
  "run_id": "run-eggbrid2-mobileclaw-auto",
  "run_at": "2026-06-07T00:00:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",
  "score": 40,
  "tier": "FADING",
  "laddoo_score": 40,
  "confidence": "low",
  "hlido_opinion": {
    "headline": "mobileclaw appears to be a mobile-focused agent or automation tool \u2014 the name suggests mobile device interaction via agent-driven 'claw' actions, but the surface is GitHub-only and early.",
    "body": "mobileclaw by eggbrid2 has a name that combines 'mobile' (smartphone/mobile app interaction) with 'claw' (extraction or grip \u2014 the same naming convention as clawcode). This suggests an agent designed to interact with mobile device interfaces, which is a technically challenging and underserved space in the agent ecosystem. If that is the correct interpretation, it positions in a category (mobile UI agents) that has seen growing interest with tools like Android Agent and mobile-use frameworks. However, the GitHub-only surface and individual developer origin prevent any evaluation beyond speculative interpretation of the name. Needs a product page, documentation, and demo before it can be scored meaningfully.",
    "voice": "Hlido Editor",
    "as_of": "2026-06-07",
    "editor_signature_pending": true
  },
  "tier_rationale": "FADING (40) \u2014 GitHub-only individual project. The mobile-agent interpretation is interesting if correct, but cannot be verified from the current surface.",
  "what_it_does_well": [
    "Potentially addresses mobile UI agent interaction \u2014 an underserved space",
    "Public repository for direct inspection"
  ],
  "what_it_fails_at": [
    "No product site, documentation, or demo",
    "Individual project with no community signals",
    "Cannot verify scope or capability from name alone"
  ],
  "best_for": [
    "Researchers exploring mobile agent automation approaches"
  ],
  "not_recommended_for": [
    "Production mobile automation workflows",
    "Non-technical evaluators"
  ],
  "red_flags": [
    "Insufficient surface for any meaningful evaluation \u2014 classify as experimental until product site exists."
  ],
  "compared_to": [],
  "evidence_urls": [
    {
      "claim": "Repository accessible",
      "source": "https://github.com/eggbrid2/mobileclaw",
      "tested_at": "2026-06-07",
      "verified": true
    }
  ],
  "agent_relevance": {
    "has_api": false,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": true,
    "agent_integration_path": "Unknown \u2014 cannot determine integration path from public surface.",
    "agent_friendly_score": 3
  },
  "summary": "Mobile-focused agent or automation tool at GitHub-only early stage \u2014 interesting mobile UI interaction thesis if correctly interpreted.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline.",
  "review_url": "https://hlido.eu/reviews/eggbrid2-mobileclaw/",
  "reviewed_at": "2026-06-07",
  "staleness_after": "2026-09-07",
  "next_review_due_at": "2026-09-07",
  "claims": [
    {
      "id": "C01",
      "claim": "Homepage accessible",
      "required": true,
      "verdict": "pass",
      "evidence": "Repository accessible",
      "source_surface": "homepage"
    },
    {
      "id": "C02",
      "claim": "Pricing",
      "required": true,
      "verdict": "fail",
      "evidence": "Open source",
      "source_surface": "unknown"
    },
    {
      "id": "C03",
      "claim": "Documentation",
      "required": true,
      "verdict": "fail",
      "evidence": "No docs",
      "source_surface": "unknown"
    },
    {
      "id": "C04",
      "claim": "Integrations",
      "required": true,
      "verdict": "fail",
      "evidence": "None documented",
      "source_surface": "unknown"
    },
    {
      "id": "C05",
      "claim": "Data handling",
      "required": false,
      "verdict": "fail",
      "evidence": "N/A",
      "source_surface": "unknown"
    }
  ],
  "evidence_tier": "public-audit-only",
  "engine": "public-surface",
  "generated_at": "2026-06-07T00:00:00.000Z"
}