{
  "generatedAt": "2026-09-03T20:57:58.158Z",
  "scanRunId": "scan_1788467427123",
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  "dataCutoffTimestamp": "2026-09-03T20:56:21.396Z",
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    "Root-cause reports diagnose evidence availability and pipeline health; they do not qualify projects as buys.",
    "Provider outages and rate limits may be environmental and should be rechecked before changing scoring policy."
  ],
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  "deepEvaluatedCandidates": 500,
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      "key": "deployer",
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      "key": "creator",
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    {
      "key": "deployerHistory",
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    {
      "key": "nativeLifecycle",
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    },
    {
      "key": "liquidityUsd",
      "count": 22
    },
    {
      "key": "poolAddress",
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  ],
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      "key": "smartWalletNetFlowUsd",
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    {
      "key": "smartWalletBuyCount",
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    {
      "key": "smartWalletSellCount",
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      "key": "accumulationDays",
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      "key": "smartWallets",
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      "key": "trackedWallets",
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    },
    {
      "key": "circulatingMarketCapUsd",
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    },
    {
      "key": "fullyDilutedValuationUsd",
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            {
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                "buyVolumeUsd",
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        {
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    },
    {
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    }
  ],
  "runId": "scan_1788467427123",
  "artifactClass": "LIVE_SHADOW",
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  "startedAt": "2026-09-03T20:30:27.123Z",
  "completedAt": "2026-09-03T20:56:21.396Z",
  "discoveredProjects": 30017,
  "researchCoverage": {
    "policy": "Evidence-first multi-lane selector: composite merit plus a temporal explosion-readiness reserve. Identity-only rows are quarantined to a bounded enrichment reserve and cannot compete with rankable market evidence.",
    "runSequence": 63,
    "configuredLimit": 4000,
    "candidateCount": 30017,
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    "uniqueIdentityEnrichmentCandidateCount": 26237,
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    "selectedByChain": {
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    "selectedBySource": {
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    "selectedByNarrative": {
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    "selectedByLifecycle": {
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    "selectedByMarketCapGroup": {
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        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "source": [
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "narrative": [
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
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        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[24 additional items omitted from report]"
      ],
      "lifecycle": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ]
    },
    "rescuedCount": 300,
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      "deduplicatedUniverse": 30017,
      "rankablePreIntelligenceUniverse": 2374,
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      "deepIntelligenceLimit": 500,
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      "crawlerResearchSelected": 300,
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      "llama3Selected": 100,
      "llama3Limit": 100,
      "debateSelected": 25,
      "debateLimit": 25,
      "finalists": 5,
      "finalistLimit": 5,
      "preIntelligenceLeader": "SOL",
      "leaderStatus": "PRELIMINARY_RESEARCH_ROUTING_ONLY"
    },
    "stageLeaders": {
      "standard": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "advanced": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "deep": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "crawler": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
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        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "llama3": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "debate": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ],
      "finalists": [
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]",
        "[nested data omitted from report]"
      ]
    },
    "shadowAudit": {
      "topExcludedCount": 250,
      "randomSampleCount": 100,
      "accelerationAnomalyCount": 0
    },
    "ledger": {
      "status": "OK",
      "file": "/home/runner/work/Crypto-Launch-Intelligence/Crypto-Launch-Intelligence/data/research-coverage-ledger.json",
      "generatedAt": "2026-09-03T20:56:14.564Z",
      "runSequence": 63,
      "savedProjects": 30017,
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  },
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    "policy": "Evidence-first multi-lane selector: composite merit plus a temporal explosion-readiness reserve. Identity-only rows are quarantined to a bounded enrichment reserve and cannot compete with rankable market evidence.",
    "runSequence": 63,
    "configuredLimit": 4000,
    "candidateCount": 30017,
    "eligibleCandidateCount": 2374,
    "evidenceIneligibleCandidateCount": 396,
    "identityOnlyCandidateCount": 26237,
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    "selectedCount": 2474,
    "rankableSelectedCount": 2374,
    "identityEnrichmentSelectedCount": 100,
    "deferredCount": 27543,
    "selectedByReason": "[repeated data omitted from report]",
    "selectedByChain": "[repeated data omitted from report]",
    "selectedBySource": "[repeated data omitted from report]",
    "selectedByNarrative": "[repeated data omitted from report]",
    "selectedByLifecycle": "[repeated data omitted from report]",
    "selectedByMarketCapGroup": "[repeated data omitted from report]",
    "selectedByEvidenceFamily": "[repeated data omitted from report]",
    "concentration": "[repeated data omitted from report]",
    "rescuedCount": 300,
    "hardBlockedCount": 1010,
    "allocation": "[repeated data omitted from report]",
    "funnel": "[repeated data omitted from report]",
    "stageLeaders": "[repeated data omitted from report]",
    "shadowAudit": "[repeated data omitted from report]"
  },
  "pipelineStageExecution": {
    "enabled": true,
    "mode": "progressive-stage-execution",
    "stageCounts": {
      "standard": 2474,
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      "deep": 500,
      "crawler": 300,
      "llama": 100,
      "debate": 25,
      "finalist": 5
    },
    "policy": "Discovery can target the full public universe; expensive intelligence runs only on the stage-selected candidates."
  },
  "scannedProjects": 2474,
  "engineMode": "progressive-stage-execution",
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    "objective": "Prioritize real-utility small-cap asymmetric research candidates while skipping decorative or slow advisory engines.",
    "skippedEngineCount": 25,
    "requiredEngineCount": 52,
    "skipLocalAIResearch": true,
    "skipAutonomousMemoryStores": true,
    "skippedEngines": [
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      "Auto-Learning Weight Optimizer",
      "Autonomous Alpha Knowledge Graph",
      "Autonomous Alpha Lab",
      "Autonomous Alpha OS",
      "Autonomous Causal Alpha Network",
      "Autonomous Market Scientist",
      "Autonomous Outcome Judge",
      "Autonomous Research Orchestrator",
      "Autonomous Strategy Lab",
      "Breakout Brain",
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    "requiredEngines": [
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      "Candidate Decision Scoring",
      "Candidate Truth Reconciliation",
      "Canonical Execution Route",
      "Capital Migration Core",
      "Contract Authority Risk",
      "Data Starvation Root Cause",
      "Deployer Reputation",
      "Developer Acceleration v2",
      "Distressed Microcap Trap",
      "Early Asymmetry Triage",
      "Evidence Lineage Governor",
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      "Execution Proof Recovery",
      "[32 additional items omitted from report]"
    ]
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  "scoringMode": "guarded-live-core-authoritative",
  "authoritativeRanking": "GUARDED_LIVE_CORE",
  "guardedLiveRanking": {
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    "primaryCandidate": "USDL Stablecoin",
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    "primaryCandidateLane": "BEST_AVAILABLE_MONITORED_RESEARCH",
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    "backtestPolicySource": "NO_BACKTEST_REPORT",
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    "policy": "Deferred candidates are excluded from deep evidence denominators. Advisory gaps stay visible but cannot create core starvation or qualification."
  },
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    "evidenceLeakageStatus": null,
    "rejectionReasons": [
      "BACKTEST_DID_NOT_PUBLISH_A_WINNER",
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      "WINNER_SAMPLE_INADEQUATE",
      "FULL_LEAKAGE_AND_FOLD_AUDIT_NOT_PASSED"
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  "guardedLiveRankingConfiguration": {
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    "policy": "Decision health uses only deep-evaluated candidates. Deferred candidates are reported separately, and optional remote-memory failure degrades learning continuity without misclassifying current evidence.",
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    "supabaseMemoryRequired": false,
    "degradedLearningWarning": false,
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      "prospectiveEntryEdgeDueCandidates": 1
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    "grade": {
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      "resolvedMatchedPairs": 0
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    "automaticPromotion": false,
    "rankingInfluence": false
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  "alphaTruth": {
    "generatedAt": "2026-09-03T20:56:21.396Z",
    "schemaVersion": "alpha-truth-kernel-v1",
    "runId": "scan_1788467427123",
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      "receiptCount": 100,
      "proofCarrying": 0,
      "incompleteProof": 100,
      "blocked": 0,
      "averageEffectiveIndependentEvidenceCount": 4.67,
      "forcedPickPolicy": "NEVER_FORCE_PICK"
    },
    "universeCoverage": {
      "targetCandidates": 39000,
      "observedDuringRun": 30017,
      "successfullyAnalyzed": 2474,
      "deeplyResearched": 500,
      "totalKnownUniverse": 30017,
      "promoted": 29957,
      "researchOnly": 0,
      "blocked": 60,
      "targetMet": false,
      "shortfall": 8983,
      "note": "Coverage counts describe real observed candidates, not a guarantee that every target candidate existed or was fully refreshed."
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    "sourceTelemetry": [
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      },
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      },
      {
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        "candidates": 5584,
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      {
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        "candidates": 820,
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      },
      {
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        "candidates": 154,
        "durationMs": 18989,
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      },
      {
        "source": "nativeDiscoveryMesh",
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        "durationMs": 1126,
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      {
        "source": "researchSeeds",
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        "source": "aiDiscoverySwarm",
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      {
        "source": "candidateRescue",
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    "predictiveLeaderboard": [],
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        },
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        ],
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      },
      {
        "name": "DELTA / WETH 1%",
        "symbol": "DELTA",
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          "label": "CoinCap",
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          "evidenceFamily": "market-aggregator",
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          "candidateGenerator": true,
          "enrichmentProvider": true,
          "requiresKey": true,
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            "multi-chain"
          ],
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        },
        {
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        {
          "lastSuccessAt": "2026-09-03T20:31:21.267Z",
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          "id": "expandedMarketData",
          "label": "Expanded Free Market Providers",
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          "evidenceFamily": "market-aggregator",
          "status": "ENABLED",
          "candidateGenerator": true,
          "enrichmentProvider": true,
          "requiresKey": false,
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            "multi-chain"
          ],
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        {
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          "enrichmentProvider": true,
          "requiresKey": false,
          "chains": [
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            "base",
            "arbitrum",
            "polygon",
            "bsc",
            "solana"
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        {
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            "arbitrum",
            "polygon",
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            "solana"
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        {
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          "uniqueCandidates24h": 820,
          "overlapRate": 0,
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          "cursor": null,
          "id": "googleNewsDiscovery",
          "label": "Google News Discovery",
          "category": "news",
          "evidenceFamily": "independent-news",
          "status": "ENABLED",
          "candidateGenerator": true,
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          "requiresKey": false,
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            "multi-chain"
          ],
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        {
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          "overlapRate": 0,
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          "cursor": null,
          "id": "githubProjectDiscovery",
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          "status": "ENABLED",
          "candidateGenerator": true,
          "enrichmentProvider": true,
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          "chains": [
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            "multi-chain"
          ],
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        {
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          "id": "nativeDiscoveryMesh",
          "label": "Native Discovery Mesh",
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          "candidateGenerator": true,
          "enrichmentProvider": true,
          "requiresKey": false,
          "chains": [
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            "solana",
            "ethereum",
            "bsc",
            "polygon",
            "arbitrum",
            "avalanche"
          ],
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        {
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          "candidateGenerator": true,
          "enrichmentProvider": false,
          "requiresKey": false,
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            "multi-chain"
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          "status": "ENABLED",
          "candidateGenerator": true,
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          "requiresKey": false,
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            "multi-chain"
          ],
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          "liveDataReturned": true,
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        {
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          "id": "candidateRescue",
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          "requiresKey": false,
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            "multi-chain"
          ],
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        },
        {
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          "id": "evmFactoryEvents",
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          "candidateGenerator": true,
          "enrichmentProvider": true,
          "requiresKey": false,
          "chains": [
            "ethereum",
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            "arbitrum",
            "polygon",
            "bsc"
          ],
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        {
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        {
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          "id": "etherscan",
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            "bsc",
            "polygon",
            "arbitrum",
            "optimism",
            "avalanche"
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        {
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          "id": "goplus",
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            "bsc",
            "polygon",
            "arbitrum",
            "optimism",
            "avalanche",
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            "bsc",
            "polygon",
            "arbitrum",
            "optimism",
            "avalanche"
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        },
        {
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          "id": "blockscout",
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            "polygon",
            "arbitrum",
            "optimism",
            "avalanche"
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        },
        {
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          "id": "rugcheck",
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        },
        {
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          "id": "launchpads",
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          "candidateGenerator": true,
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          "requiresKey": false,
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          ],
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        },
        {
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          "id": "ecosystemGrants",
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          "candidateGenerator": true,
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          "requiresKey": false,
          "chains": [
            "multi-chain"
          ],
          "configuredStatus": "PLANNED",
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          "error": null
        }
      ],
      "note": "A source is counted as ENABLED only when it returned live candidates in the current discovery run."
    },
    "sourceManifest": [
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          "polygon",
          "optimism",
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          "solana",
          "multi-chain"
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        "id": "point-in-time-market-context",
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        "category": "market",
        "evidenceFamily": "market-aggregator",
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        "candidateGenerator": false,
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        "id": "hyperliquid-public-context",
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        "candidateGenerator": false,
        "enrichmentProvider": true,
        "requiresKey": false,
        "chains": [
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          "base",
          "bsc",
          "arbitrum",
          "polygon",
          "optimism",
          "avalanche",
          "multi-chain-evm"
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        "id": "jupiter",
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        "enrichmentProvider": true,
        "requiresKey": true,
        "accessMode": "API_KEY_REQUIRED",
        "chains": [
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        ],
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    "discoveryFrontier": {
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        {
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              "arbitrum-uniswap-v3",
              "arbitrum-pancakeswap-v3",
              "arbitrum-uniswap-v2",
              "arbitrum-pancakeswap-v2",
              "arbitrum-camelot"
            ]
          },
          "nextActions": [
            "No native arbitrum lifecycle event was observed; indexed discovery may be lagging new pools."
          ],
          "criticalGaps": []
        },
        {
          "chain": "avalanche",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 95,
          "candidateCount": 202,
          "uniqueIdentityCount": 202,
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          "observedSources": [
            "candidateRescue",
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain",
            "defillama-yields"
          ],
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            "market-aggregator",
            "project-controlled",
            "research-seed"
          ],
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            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
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            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 2,
            "configured": 2,
            "configuredPct": 100,
            "protocols": [
              "avalanche-uniswap-v2",
              "avalanche-uniswap-v3"
            ]
          },
          "nextActions": [
            "No native avalanche lifecycle event was observed; indexed discovery may be lagging new pools."
          ],
          "criticalGaps": []
        },
        {
          "chain": "base",
          "state": "NATIVE_OBSERVED",
          "coverageScore": 100,
          "candidateCount": 1770,
          "uniqueIdentityCount": 1770,
          "nativeCandidateCount": 6,
          "observedSources": [
            "aiDiscoverySwarm",
            "base",
            "candidateRescue",
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "dexscreener",
            "dexscreener-community-takeovers",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "uniswap-v2"
          ],
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            "chain-event",
            "community-activity",
            "developer-activity",
            "market-aggregator",
            "project-controlled",
            "research-seed"
          ],
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            "geckoterminal",
            "coingecko",
            "birdeye",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "dexscreener-community-takeovers",
            "dexscreener-ads",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "evmFactoryEvents",
            "launchpads"
          ],
          "attemptedSources": [
            "dexscreener",
            "geckoterminal",
            "coingecko",
            "birdeye",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 7,
            "configured": 4,
            "configuredPct": 57,
            "protocols": [
              "base-aerodrome-v2",
              "base-aerodrome-slipstream",
              "base-uniswap-v3",
              "base-uniswap-v4",
              "base-pancakeswap-v3",
              "base-uniswap-v2",
              "base-pancakeswap-v2"
            ]
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "berachain",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 50,
          "uniqueIdentityCount": 50,
          "nativeCandidateCount": 0,
          "observedSources": [
            "aiDiscoverySwarm",
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-yields",
            "researchSeeds"
          ],
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            "market-aggregator",
            "project-controlled",
            "research-seed"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
            "protocols": []
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "blast",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 19,
          "uniqueIdentityCount": 19,
          "nativeCandidateCount": 0,
          "observedSources": [
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator",
            "project-controlled"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
            "protocols": []
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "bsc",
          "state": "NATIVE_OBSERVED",
          "coverageScore": 100,
          "candidateCount": 2327,
          "uniqueIdentityCount": 2327,
          "nativeCandidateCount": 65,
          "observedSources": [
            "bsc",
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "dexscreener",
            "dexscreener-ads",
            "nativeDiscoveryMesh",
            "pancakeswap-v2",
            "uniswap-v2"
          ],
          "observedEvidenceFamilies": [
            "chain-event",
            "community-activity",
            "market-aggregator",
            "project-controlled"
          ],
          "implementedCandidateSources": [
            "dexscreener",
            "geckoterminal",
            "coingecko",
            "birdeye",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "dexscreener-community-takeovers",
            "dexscreener-ads",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "evmFactoryEvents",
            "launchpads"
          ],
          "attemptedSources": [
            "dexscreener",
            "geckoterminal",
            "coingecko",
            "birdeye",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 4,
            "configured": 4,
            "configuredPct": 100,
            "protocols": [
              "bsc-uniswap-v3",
              "bnb-pancakeswap-v2",
              "bnb-pancakeswap-v3",
              "bsc-uniswap-v2"
            ]
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "cosmos",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 4,
          "uniqueIdentityCount": 4,
          "nativeCandidateCount": 0,
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            "coingecko",
            "coingecko-list"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator",
            "research-seed"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
            "protocols": []
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "ethereum",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 95,
          "candidateCount": 5213,
          "uniqueIdentityCount": 5213,
          "nativeCandidateCount": 0,
          "observedSources": [
            "aiDiscoverySwarm",
            "candidateRescue",
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "dexscreener",
            "githubProjectDiscovery",
            "researchSeeds"
          ],
          "observedEvidenceFamilies": [
            "developer-activity",
            "market-aggregator",
            "project-controlled",
            "research-seed"
          ],
          "implementedCandidateSources": [
            "dexscreener",
            "geckoterminal",
            "coingecko",
            "birdeye",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "dexscreener-community-takeovers",
            "dexscreener-ads",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "evmFactoryEvents",
            "launchpads"
          ],
          "attemptedSources": [
            "dexscreener",
            "geckoterminal",
            "coingecko",
            "birdeye",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "nativeDiscoveryMesh",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
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            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 4,
            "configured": 4,
            "configuredPct": 100,
            "protocols": [
              "ethereum-uniswap-v3",
              "ethereum-uniswap-v2",
              "ethereum-pancakeswap-v3",
              "ethereum-pancakeswap-v2"
            ]
          },
          "nextActions": [
            "No native ethereum lifecycle event was observed; indexed discovery may be lagging new pools."
          ],
          "criticalGaps": []
        },
        {
          "chain": "fantom",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 44,
          "uniqueIdentityCount": 44,
          "nativeCandidateCount": 0,
          "observedSources": [
            "coingecko",
            "coingecko-list",
            "defillama-chain"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator",
            "project-controlled"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
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            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
            "protocols": []
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "hyperliquid",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 37,
          "uniqueIdentityCount": 37,
          "nativeCandidateCount": 0,
          "observedSources": [
            "candidateRescue",
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain",
            "defillama-yields"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator",
            "project-controlled",
            "research-seed"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
            "protocols": []
          },
          "nextActions": [],
          "criticalGaps": []
        },
        {
          "chain": "linea",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 40,
          "uniqueIdentityCount": 40,
          "nativeCandidateCount": 0,
          "observedSources": [
            "coingecko",
            "coingecko-list",
            "defillama-chain",
            "defillama-yields"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator",
            "project-controlled"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
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          },
          "nextActions": [],
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        },
        {
          "chain": "mantle",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 85,
          "candidateCount": 21,
          "uniqueIdentityCount": 21,
          "nativeCandidateCount": 0,
          "observedSources": [
            "coingecko",
            "coingecko-list",
            "defillama",
            "defillama-chain",
            "defillama-yields"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator",
            "project-controlled"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
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          },
          "nextActions": [],
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        },
        {
          "chain": "mode",
          "state": "MULTI_SOURCE_OBSERVED",
          "coverageScore": 75,
          "candidateCount": 7,
          "uniqueIdentityCount": 7,
          "nativeCandidateCount": 0,
          "observedSources": [
            "coingecko",
            "coingecko-list"
          ],
          "observedEvidenceFamilies": [
            "market-aggregator"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
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          },
          "nextActions": [],
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        },
        {
          "chain": "near",
          "state": "SINGLE_SOURCE_OBSERVED",
          "coverageScore": 65,
          "candidateCount": 4,
          "uniqueIdentityCount": 4,
          "nativeCandidateCount": 0,
          "observedSources": [
            "defillama"
          ],
          "observedEvidenceFamilies": [
            "project-controlled"
          ],
          "implementedCandidateSources": [
            "coingecko",
            "freeMarketData",
            "coinpaprika",
            "coinlore",
            "coinlore-assets",
            "coinlore-movers",
            "defillama",
            "defillama-chain",
            "defillama-yields",
            "defillama-stablecoins",
            "coincap",
            "cryptocompare",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue",
            "launchpads"
          ],
          "attemptedSources": [
            "coingecko",
            "freeMarketData",
            "expandedMarketData",
            "googleNewsDiscovery",
            "githubProjectDiscovery",
            "researchSeeds",
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "successfulSources": [
            "aiDiscoverySwarm",
            "candidateRescue"
          ],
          "failedSources": [],
          "nativeProtocolCoverage": {
            "total": 0,
            "configured": 0,
            "configuredPct": 0,
            "protocols": []
          },
          "nextActions": [
            "Seek an independent near discovery source before treating this run as resilient to one provider failure."
          ],
          "criticalGaps": [
            {
              "chain": "near",
              "severity": "MEDIUM",
              "code": "SINGLE_SOURCE_OBSERVATION",
              "reason": "Only 1 observed discovery source(s) produced near candidates."
            }
          ]
        },
        {
          "chain": "optimism",
          "state": "MULTI_SOURCE_OBSERVED",
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