{
  "schema_version": "2.0",
  "slug": "cosmicstack-labs-mercury-agent",
  "name": "Mercury Agent by CosmicStack Labs",
  "agent_url": "https://github.com/cosmicstack-labs/mercury-agent",
  "category": "AI Agent",
  "run_id": "run-cosmicstack-labs-mercury-agent-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": "Mercury Agent from CosmicStack Labs \u2014 a GitHub-hosted agent project where the organisational branding outpaces the visible product surface.",
    "body": "Mercury Agent from CosmicStack Labs has the hallmarks of a deliberate product attempt (organisational GitHub account, compound product name suggesting versioning intent) but the public surface at review time consists solely of the GitHub repository. The 'Mercury' naming in the agent space is somewhat crowded (Mercury is also a frontend build tool and several other OSS projects), but the 'CosmicStack Labs' organisation suggests an attempt to build a multi-product agent toolkit. Without a product page, documentation, or demo, evaluation is limited to what can be read from the repository directly. Assign to the re-review queue when a product site appears.",
    "voice": "Hlido Editor",
    "as_of": "2026-06-07",
    "editor_signature_pending": true
  },
  "tier_rationale": "FADING (40) \u2014 GitHub-only surface from an organisational account. The branding suggests deliberate product intent but the public evaluation surface is not yet present.",
  "what_it_does_well": [
    "Organisational GitHub account (CosmicStack Labs) suggests systematic product development intent",
    "Public repository accessible for source inspection"
  ],
  "what_it_fails_at": [
    "No product website, documentation, or demo",
    "No version releases or stability signals",
    "Cannot determine scope or target use case from repository alone"
  ],
  "best_for": [
    "Technical evaluators willing to read source code"
  ],
  "not_recommended_for": [
    "Production AI agent deployments",
    "Buyers needing documented, stable tooling"
  ],
  "red_flags": [
    "GitHub-only surface for an organisationally-branded product \u2014 low confidence in current stability and support."
  ],
  "compared_to": [],
  "evidence_urls": [
    {
      "claim": "Repository accessible",
      "source": "https://github.com/cosmicstack-labs/mercury-agent",
      "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": "No documented integration path. Source-level inspection required.",
    "agent_friendly_score": 2
  },
  "summary": "Mercury Agent from CosmicStack Labs \u2014 organisational branding without product surface to match at time of review.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline.",
  "review_url": "https://hlido.eu/reviews/cosmicstack-labs-mercury-agent/",
  "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": "GitHub repository accessible",
      "source_surface": "homepage"
    },
    {
      "id": "C02",
      "claim": "Pricing",
      "required": true,
      "verdict": "fail",
      "evidence": "No pricing",
      "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"
}