{
  "slug": "io-github-thebarmaeffect-glassbox-framework",
  "name": "io.github.TheBarmaEffect/glassbox-framework",
  "title": "glassbox-framework",
  "description": "Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.",
  "version": "1.0.3",
  "publishedAt": "2026-05-25T07:33:36.953422Z",
  "updatedAt": "2026-05-25T07:33:36.953422Z",
  "repoUrl": "https://github.com/TheBarmaEffect/glassbox",
  "websiteUrl": null,
  "namespace": {
    "type": "github",
    "owner": "TheBarmaEffect"
  },
  "kind": "local",
  "packages": [
    {
      "registryType": "npm",
      "identifier": "@glassbox-framework/mcp",
      "version": "1.0.3",
      "transport": "stdio",
      "runtimeHint": null
    }
  ],
  "remotes": [],
  "envVars": [
    {
      "name": "ANTHROPIC_API_KEY",
      "isSecret": true,
      "isRequired": true,
      "description": "Your Anthropic API key (sk-ant-...). Required for the claim extractor, red team, constitution engines, and ECS coherence checks. One v1 tool (generate_trust_card) works without an API key — it's pure assembly + deterministic audit hashing."
    },
    {
      "name": "GLASSBOX_MODEL",
      "isSecret": false,
      "isRequired": false,
      "description": "Override the Claude model used by the verification engines. Defaults to claude-sonnet-4-6."
    },
    {
      "name": "GLASSBOX_MAX_TOKENS",
      "isSecret": false,
      "isRequired": false,
      "description": "Per-engine-call max-tokens cap. Defaults to 2048; raise for verifying long-form content."
    },
    {
      "name": "GLASSBOX_ECS_MODE",
      "isSecret": false,
      "isRequired": false,
      "description": "ECS aggregation mode: arithmetic (weighted mean, default) or geometric (stricter — any zero dimension collapses the total)."
    }
  ],
  "category": "agent-gov",
  "subcategory": "audit",
  "company": "",
  "categoryAuto": true,
  "checks": [
    {
      "id": "source-linked",
      "label": "Source repository linked",
      "result": "pass",
      "detail": "https://github.com/TheBarmaEffect/glassbox"
    },
    {
      "id": "version-pinned",
      "label": "Version pinned",
      "result": "pass",
      "detail": "Every package has an explicit version"
    },
    {
      "id": "secrets-requested",
      "label": "Secrets requested",
      "result": "info",
      "detail": "Asks for 1 secret: ANTHROPIC_API_KEY"
    },
    {
      "id": "known-registry",
      "label": "Known package registry",
      "result": "pass",
      "detail": "All packages come from npm, PyPI, OCI, NuGet or MCPB"
    },
    {
      "id": "namespace",
      "label": "Namespace ownership",
      "result": "info",
      "detail": "Name verified via GitHub account TheBarmaEffect"
    },
    {
      "id": "meta-text",
      "label": "Registry text aimed at the AI",
      "result": "pass",
      "detail": "Description and settings contain no hidden characters or instructions to the AI"
    },
    {
      "id": "install-scripts",
      "label": "Install scripts",
      "result": "pass",
      "detail": "@glassbox-framework/mcp@1.0.3 runs nothing at install"
    },
    {
      "id": "code-flags",
      "label": "Code red flags",
      "result": "pass",
      "detail": "Read 13 files in @glassbox-framework/mcp@1.0.3: no obfuscation, encoded execution, credential reads or data-collection endpoints found"
    },
    {
      "id": "ai-text",
      "label": "Text aimed at the AI",
      "result": "pass",
      "detail": "No hidden characters or instructions to the AI in 13 files, including comments and the README"
    }
  ],
  "scannedAt": "2026-10-29",
  "level": "Scanned",
  "install": [
    {
      "label": "Claude Desktop (npm)",
      "kind": "claude_desktop_json",
      "text": "{\n  \"mcpServers\": {\n    \"glassbox-framework\": {\n      \"command\": \"npx\",\n      \"args\": [\n        \"-y\",\n        \"@glassbox-framework/mcp@1.0.3\"\n      ],\n      \"env\": {\n        \"ANTHROPIC_API_KEY\": \"<your value>\"\n      }\n    }\n  }\n}"
    }
  ],
  "curated": true,
  "stars": 11,
  "archived": false,
  "pushedAt": "2026-10-29T03:10:57Z",
  "health": {
    "score": 64,
    "parts": {
      "popularity": 0.29034679347163506,
      "activity": 0.9844675219073903,
      "issues": null,
      "security": 1
    },
    "fail": 0,
    "warn": 0,
    "raw": {
      "stars": 11,
      "forks": 0,
      "downloads": 55,
      "hn": null,
      "issuesOpen": 1,
      "issuesClosed": 1,
      "prsMerged": 2,
      "commits90": 51,
      "release": "2026-08-11T09:46:32Z",
      "pushed": "2026-10-29T03:10:57Z",
      "growth": null,
      "growthDays": null,
      "archived": false
    },
    "at": "2026-10-31T07:42:38.200Z"
  }
}