Crystalflow

{
  "title": "Crystalflow",
  "description": "CrystalFlow is a decentralized protocol that uses autonomous AI agents to process and index video content, leveraging a libav processing pipeline and a tech stack including Node.js and Solidity.",
  "contributors": [
    {
      "name": "ayocodes",
      "githubLogin": "ayocodes"
    }
  ],
  "timeframeStart": "2026-04-01",
  "timeframeEnd": "2026-04-01",
  "impactCategory": [
    "ai",
    "data",
    "developer-tools"
  ],
  "workScopes": [
    "decentralized video indexing",
    "autonomous AI agents",
    "libav processing pipeline",
    "Solidity smart contracts",
    "Node.js CLI tool"
  ],
  "evidenceRefs": [
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      "label": "Evidence Bundle",
      "url": "https://bafkreic2samnea62umig7zewg47lipeuveua2mtc2pa6sgrpiumfsguzwe.ipfs.storacha.link",
      "storachaCid": "bafkreic2samnea62umig7zewg47lipeuveua2mtc2pa6sgrpiumfsguzwe"
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      "label": "Adversarial Log (Signed Receipt)",
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  "verifiedClaims": [
    {
      "id": "SGDe9sNjvM8VjoB0mYMd6",
      "text": "The repository has had 22 commits in the last 90 days.",
      "supportingEvidence": [
        "The GitHub repository shows 22 commits in the last 90 days, which matches the claim."
      ]
    },
    {
      "id": "1FjC7p8hMadukNfbA-QWB",
      "text": "The repository has 1 contributor according to GitHub's contributor list.",
      "supportingEvidence": [
        "GitHub shows 1 contributor, ayocodes, with 22 commits."
      ]
    },
    {
      "id": "Vs6eixVL3irNsRFHdJMfA",
      "text": "The repository was created 5 days ago, suggesting it was built specifically for this hackathon.",
      "supportingEvidence": [
        "The repository was created 5 days ago, which aligns with the claim of being built for the hackathon."
      ]
    },
    {
      "id": "mH55LiLG-JniyvDACP3_E",
      "text": "The project has no GitHub releases.",
      "supportingEvidence": [
        "The GitHub repository shows no releases, which matches the claim."
      ]
    },
    {
      "id": "G4-RNkybyC5hKuaPXr8Zq",
      "text": "CrystalFlow is a decentralized protocol that coordinates autonomous AI agents to extract, describe, and index video content.",
      "supportingEvidence": [
        "The claim is a general description of the project and is consistent with the README and project description."
      ]
    },
    {
      "id": "JKY_Al6Ef94-xfGiMkLhN",
      "text": "The project uses a libav processing pipeline for video indexing.",
      "supportingEvidence": [
        "The README mentions the use of a libav processing pipeline for video indexing, consistent with the claim."
      ]
    },
    {
      "id": "z6W2P0tG0Wd76G2QLRG_-",
      "text": "The technology stack includes Node.js, TypeScript, Solidity, Express, WebSocket, React, Vite, and Tailwind CSS.",
      "supportingEvidence": [
        "The README lists the technology stack as Node.js, TypeScript, Solidity, Express, WebSocket, React, Vite, and Tailwind CSS, consistent with the claim."
      ]
    }
  ],
  "flaggedClaims": [
    {
      "id": "pR3qNYTRzXC86DFVDxxKo",
      "text": "The project is not live at the provided URL, showing a 404 error instead.",
      "objection": "The website at https://crystalflow.vercel.app is unreachable, returning a 404 error.",
      "challengeType": "dead-link"
    }
  ],
  "openQuestions": [
    {
      "claimId": "4XOmnZvOyoOrYFI-g8CN9",
      "text": "Agents register on-chain with ERC-8004 identities.",
      "objection": "Verification would require on-chain evidence or a smart contract address to confirm ERC-8004 identity registration."
    }
  ],
  "evaluatorSummary": "CrystalFlow is a newly created project with 22 commits in the last 90 days and a single contributor. It aims to coordinate AI agents for video content indexing using a decentralized protocol. The project utilizes a libav processing pipeline and a tech stack that includes Node.js and Solidity. However, the project's website is currently unreachable, which raises concerns about its deployment status. The GitHub repository lacks releases, and the project's recent creation suggests it may still be in early development. Funders should consider these factors when evaluating the project's impact and maturity.",
  "confidenceScore": 0.83,
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      "role": "synthesis",
      "operatorWallet": "0x134e3dD08dbf085adE908c894aD137157c35aa48"
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  "generatedAt": "2026-04-06T19:44:25.001Z",
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