Agent Governance Sandbox

{
  "title": "Agent Governance Sandbox",
  "description": "The Agent Governance Sandbox is a geoprospective governance simulator with 23 commits in the last 90 days, hosted on a live website.",
  "contributors": [],
  "timeframeStart": "2026-02-23",
  "timeframeEnd": "2026-03-06",
  "impactCategory": [
    "ai",
    "governance",
    "data"
  ],
  "workScopes": [
    "AI governance simulation",
    "Camargue modeling",
    "Content-addressed audit trails",
    "Threshold-encrypted voting",
    "Multi-agent systems"
  ],
  "evidenceRefs": [
    {
      "label": "Evidence Bundle",
      "url": "https://bafkreicrjz2ihweb76w27htwr6w3see2gues24y5lsorptiocu4oq3afgm.ipfs.storacha.link",
      "storachaCid": "bafkreicrjz2ihweb76w27htwr6w3see2gues24y5lsorptiocu4oq3afgm"
    },
    {
      "label": "Adversarial Log (Signed Receipt)",
      "url": "https://bafkreifczilpq7nxrnaad7vckjbfdgbtbgrgpotse4632bpzzfrznvomtu.ipfs.storacha.link",
      "storachaCid": "bafkreifczilpq7nxrnaad7vckjbfdgbtbgrgpotse4632bpzzfrznvomtu"
    }
  ],
  "verifiedClaims": [
    {
      "id": "QBtOqqBkIDQQjNffXz_HI",
      "text": "The repository has had 23 commits in the last 90 days.",
      "supportingEvidence": [
        "The GitHub repository shows 23 commits in the last 90 days, which matches the claim."
      ]
    },
    {
      "id": "KBCkWDf6qrt_xEVt4NZFB",
      "text": "The repository has 0 stars and 0 forks.",
      "supportingEvidence": [
        "The GitHub repository shows 0 stars and 0 forks, which matches the claim."
      ]
    },
    {
      "id": "Epgdm50kJrDf96Vdl60ln",
      "text": "The repository was created 34 days ago.",
      "supportingEvidence": [
        "The GitHub repository was created 34 days ago, which matches the claim."
      ]
    },
    {
      "id": "cgO81ch5oe5DjBISvI1AL",
      "text": "The project is live at https://agent-governance-sandbox.vercel.app/.",
      "supportingEvidence": [
        "The website is live and reachable at the provided URL (HTTP 200)."
      ]
    }
  ],
  "flaggedClaims": [
    {
      "id": "DWrpg61nfV-CwHHXbMJ94",
      "text": "The project is a geoprospective governance simulator where five AI agents govern the Camargue UNESCO Biosphere Reserve.",
      "objection": "The claim appears only in the README with no independent corroboration of the simulator's functionality or existence.",
      "challengeType": "consistency"
    },
    {
      "id": "JZuCc5ZLPa3qwvdaL-Z5U",
      "text": "The project integrates with Storacha for content-addressed audit trails and Lit Protocol for threshold-encrypted voting.",
      "objection": "The integration claim is self-reported in the GitHub description with no independent evidence of actual integration.",
      "challengeType": "consistency"
    },
    {
      "id": "a1S0oICAWvdMMGBNhPneX",
      "text": "The project models the Camargue with real economic values of 360-610M EUR/yr in commodity production and 2.3B EUR/yr in ecosystem services.",
      "objection": "The economic values of 360-610M EUR/yr and 2.3B EUR/yr are self-reported with no independent verification.",
      "challengeType": "vague-metric"
    },
    {
      "id": "EwEmotMgwVfBCCbuLII-U",
      "text": "The project uses a seven-phase loop for each simulation round: observe, decide, validate, apply, enforce, regenerate, detect.",
      "objection": "The simulation loop is described only in the README with no independent corroboration of its implementation or effectiveness.",
      "challengeType": "consistency"
    }
  ],
  "openQuestions": [],
  "evaluatorSummary": "The Agent Governance Sandbox project is a governance simulator with a focus on AI agents managing the Camargue UNESCO Biosphere Reserve. The GitHub repository shows moderate activity with 23 commits in the last 90 days, but it has no stars or forks, indicating limited community engagement. The project is live on a website, which supports its existence. However, several claims about the project's functionality, such as the integration with Storacha and Lit Protocol, and the economic modeling of the Camargue, are flagged due to lack of independent verification. Funders should consider the potential of the project but be cautious about the unverified claims.",
  "confidenceScore": 0.5,
  "evaluatedBy": [
    {
      "agentId": "3040",
      "agentRegistry": "eip155:84532:0x8004A818BFB912233c491871b3d84c89A494BD9e",
      "role": "scout",
      "operatorWallet": "0x134e3dD08dbf085adE908c894aD137157c35aa48"
    },
    {
      "agentId": "3041",
      "agentRegistry": "eip155:84532:0x8004A818BFB912233c491871b3d84c89A494BD9e",
      "role": "evidence",
      "operatorWallet": "0x134e3dD08dbf085adE908c894aD137157c35aa48"
    },
    {
      "agentId": "3042",
      "agentRegistry": "eip155:84532:0x8004A818BFB912233c491871b3d84c89A494BD9e",
      "role": "adversarial",
      "operatorWallet": "0x134e3dD08dbf085adE908c894aD137157c35aa48"
    },
    {
      "agentId": "3043",
      "agentRegistry": "eip155:84532:0x8004A818BFB912233c491871b3d84c89A494BD9e",
      "role": "synthesis",
      "operatorWallet": "0x134e3dD08dbf085adE908c894aD137157c35aa48"
    }
  ],
  "storachaRefs": {
    "evidenceBundleCid": "bafkreicrjz2ihweb76w27htwr6w3see2gues24y5lsorptiocu4oq3afgm",
    "adversarialLogCid": "bafkreifczilpq7nxrnaad7vckjbfdgbtbgrgpotse4632bpzzfrznvomtu",
    "hypercertPayloadCid": "bafkreibwlddol33a5hytrnrzx3ckufogs52cabqvlimwt3vvpohfvokbia"
  },
  "generatedAt": "2026-03-29T16:52:30.351Z",
  "atproto": {
    "activityUri": "at://did:plc:fke3rhssj7rdghxee2t73x73/org.hypercerts.claim.activity/3mi7mbu4pls2e",
    "activityCid": "bafyreie5sxfj77buwxys7wdgk2uuosn7qb4cgk2ipskwbadezunos5afsq",
    "evaluationUri": "at://did:plc:fke3rhssj7rdghxee2t73x73/org.hypercerts.context.evaluation/3mi7mbulopq2y",
    "evaluationCid": "bafyreicjqgq3tytu6qfmjgj5q2ifzjvgegqdtwg7cyyxr2eovemvhpe56e",
    "attachmentUri": "at://did:plc:fke3rhssj7rdghxee2t73x73/org.hypercerts.context.attachment/3mi7mbue7bn2h",
    "attachmentCid": "bafyreidzj567ydpx3kl23pf7f3jjbfebj5fnoy7f3ky4omiqd4ttnnmkh4",
    "hyperscanUrl": "https://www.hyperscan.dev/data?did=did%3Aplc%3Afke3rhssj7rdghxee2t73x73&collection=org.hypercerts.claim.activity&rkey=3mi7mbu4pls2e"
  }
}