{"tier":"scout","status":"spotlight_preview","message":"Scout includes unmasked canonical scores for three spotlight protocols where provider data is available. Review snapshot sources and missing evidence; scores do not establish safety or transaction authority.","direct_upgrade_url":"https://www.farmdash.one/pricing","protocols":[{"protocolId":"hyperliquid","protocolName":"Hyperliquid","score":65,"calculationInputs":{"weightedComponents":[40,7.656431038898849,0.8999999999999999,10],"quantitativeMaximum":90},"components":{"tvlScore":40,"momentumScore":8,"diversificationScore":1,"categoryScore":10},"metadata":{"currentTvl":7630948525.529176,"tvlChange7d":-4.2899639468725494,"chainCount":null,"category":"Perps","lastUpdated":"2026-11-13T07:31:59.543Z","defillamaSlug":"hyperliquid"},"editorial":{"bonusRaw":8,"note":"hand-curated editorial bonus (excluded from quantitative score)"},"data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"editorial","score":"derived"},"registry_resolution":"explicit","snapshot":{"snapshotId":"trail-heat:0x16d2378bcc3cc7a06f6513ccffaa69ac5ce6bb5ed5398f03833285cb08f9ddf1","kind":"canonical_trail_heat","methodologyVersion":"trail-heat-quantitative-v2","score":65,"state":"freshness_unknown","computedAt":"2026-11-13T07:31:59.543Z","observedAt":null,"retrievedAt":null,"entityBinding":{"protocolId":"hyperliquid","sourceId":"defillama:protocol:hyperliquid","resolution":"explicit"},"coverage":{"observed":1,"freshness":0},"sources":["defillama:protocol:hyperliquid"],"missingInputs":[],"inputs":{"protocolId":"hyperliquid","entityBinding":{"protocolId":"hyperliquid","sourceId":"defillama:protocol:hyperliquid","resolution":"explicit"},"currentTvl":7630948525.529176,"tvlChange7d":-4.2899639468725494,"chainCount":null,"category":"Perps","components":{"tvlScore":40,"momentumScore":8,"diversificationScore":1,"categoryScore":10},"calculation":{"weightedComponents":[40,7.656431038898849,0.8999999999999999,10],"quantitativeMaximum":90},"evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"editorial","score":"derived"},"missingValuePriors":{"momentum":33.5,"diversification":45,"category":5}},"caveats":["Upstream observation and retrieval times are unavailable from the cache boundary; freshness is unknown.","Missing factors retain declared methodology priors and do not count toward observed coverage. This score does not authorize an action."]},"data_quality":{"confidence":"low","mode":"source_freshness_unknown","observed_at":null,"freshness_verified":false,"action_state":"WAIT","sources":["DeFiLlama","FarmDash protocol catalog"],"fields":{"tvl":{"source":"DeFiLlama current TVL","confidence":"high"},"protocol_metadata":{"source":"DeFiLlama protocol endpoint","confidence":"high"},"momentum":{"source":"DeFiLlama historical TVL","confidence":"medium"}},"caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."],"coverage":{"observed":1,"freshness":0},"snapshot_state":"freshness_unknown"},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","components":{"tvl":"44.4% (40/90 raw) calibrated log-scaled current DeFiLlama TVL; $1M ~= 10/40, $1B+ ~= 40/40","momentum":"27.8% (25/90 raw) seven-day observed TVL momentum; null when history unavailable — never worst-case zero","diversification":"16.7% (15/90 raw) chain distribution from DeFiLlama currentChainTvls; single-chain live protocols receive a neutral baseline instead of zero","category":"11.1% (10/90 raw) category baseline comparison among live protocols (TVL >= $1M)","editorial":"EXCLUDED from the quantitative score. Hand-curated editorial bonuses are reported separately in the editorial field and carry data_evidence.state=editorial."},"normalization":"The four quantitative components sum to a 90-point raw ceiling; the headline score rescales that raw total to 0-100 ((raw/90)*100). Editorial is never part of either the raw total or the rescale.","unavailable_semantics":"Protocols whose upstream entity cannot be confidently resolved return score=null with data_evidence.score=unavailable and registry_resolution=unresolved. Null scores are excluded from averages, rankings, and snapshot persistence. Zero is only ever an OBSERVED zero.","caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."]}},{"protocolId":"jupiter","protocolName":"Jupiter","score":66,"calculationInputs":{"weightedComponents":[40,7.6078879351183275,6.75,5],"quantitativeMaximum":90},"components":{"tvlScore":40,"momentumScore":8,"diversificationScore":7,"categoryScore":5},"metadata":{"currentTvl":1551077775.3363,"tvlChange7d":-4.579773521681621,"chainCount":null,"category":"Dex","lastUpdated":"2026-11-13T07:32:00.326Z","defillamaSlug":"jupiter"},"editorial":{"bonusRaw":7,"note":"hand-curated editorial bonus (excluded from quantitative score)"},"data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"unavailable","editorial":"editorial","score":"derived"},"registry_resolution":"raw-id","snapshot":{"snapshotId":"trail-heat:0x56a52a608df65b1840eaa4d68bdd37e12d9c7cfa2812215437e342a2f2616f06","kind":"canonical_trail_heat","methodologyVersion":"trail-heat-quantitative-v2","score":66,"state":"freshness_unknown","computedAt":"2026-11-13T07:32:00.326Z","observedAt":null,"retrievedAt":null,"entityBinding":{"protocolId":"jupiter","sourceId":"defillama:protocol:jupiter","resolution":"raw-id"},"coverage":{"observed":0.8888888888888888,"freshness":0},"sources":["defillama:protocol:jupiter"],"missingInputs":["categoryBaseline"],"inputs":{"protocolId":"jupiter","entityBinding":{"protocolId":"jupiter","sourceId":"defillama:protocol:jupiter","resolution":"raw-id"},"currentTvl":1551077775.3363,"tvlChange7d":-4.579773521681621,"chainCount":null,"category":"Dex","components":{"tvlScore":40,"momentumScore":8,"diversificationScore":7,"categoryScore":5},"calculation":{"weightedComponents":[40,7.6078879351183275,6.75,5],"quantitativeMaximum":90},"evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"unavailable","editorial":"editorial","score":"derived"},"missingValuePriors":{"momentum":33.5,"diversification":45,"category":5}},"caveats":["Upstream observation and retrieval times are unavailable from the cache boundary; freshness is unknown.","Missing factors retain declared methodology priors and do not count toward observed coverage. This score does not authorize an action."]},"data_quality":{"confidence":"low","mode":"source_freshness_unknown","observed_at":null,"freshness_verified":false,"action_state":"WAIT","sources":["DeFiLlama","FarmDash protocol catalog"],"fields":{"tvl":{"source":"DeFiLlama current TVL","confidence":"high"},"protocol_metadata":{"source":"DeFiLlama protocol endpoint","confidence":"high"},"momentum":{"source":"DeFiLlama historical TVL","confidence":"medium"}},"caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."],"coverage":{"observed":0.8888888888888888,"freshness":0},"snapshot_state":"freshness_unknown"},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","components":{"tvl":"44.4% (40/90 raw) calibrated log-scaled current DeFiLlama TVL; $1M ~= 10/40, $1B+ ~= 40/40","momentum":"27.8% (25/90 raw) seven-day observed TVL momentum; null when history unavailable — never worst-case zero","diversification":"16.7% (15/90 raw) chain distribution from DeFiLlama currentChainTvls; single-chain live protocols receive a neutral baseline instead of zero","category":"11.1% (10/90 raw) category baseline comparison among live protocols (TVL >= $1M)","editorial":"EXCLUDED from the quantitative score. 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Zero is only ever an OBSERVED zero.","caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."]}},{"protocolId":"etherfi","protocolName":"Ether.fi","score":63,"calculationInputs":{"weightedComponents":[40,6.797807494905397,0,10],"quantitativeMaximum":90},"components":{"tvlScore":40,"momentumScore":7,"diversificationScore":0,"categoryScore":10},"metadata":{"currentTvl":3643565128.4978027,"tvlChange7d":-9.41607465728121,"chainCount":6,"category":"Restaking","lastUpdated":"2026-11-13T07:31:59.629Z","defillamaSlug":"ether.fi-stake"},"editorial":{"bonusRaw":null,"note":"no editorial adjustment"},"data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"unavailable","score":"derived"},"registry_resolution":"name-match","snapshot":{"snapshotId":"trail-heat:0x1f6f601168862a25d81d57f317cefc4e8752bd94a17c678f5b8422b6c1a2aaef","kind":"canonical_trail_heat","methodologyVersion":"trail-heat-quantitative-v2","score":63,"state":"freshness_unknown","computedAt":"2026-11-13T07:31:59.629Z","observedAt":null,"retrievedAt":null,"entityBinding":{"protocolId":"etherfi","sourceId":"defillama:protocol:ether.fi-stake","resolution":"name-match"},"coverage":{"observed":1,"freshness":0},"sources":["defillama:protocol:ether.fi-stake"],"missingInputs":[],"inputs":{"protocolId":"etherfi","entityBinding":{"protocolId":"etherfi","sourceId":"defillama:protocol:ether.fi-stake","resolution":"name-match"},"currentTvl":3643565128.4978027,"tvlChange7d":-9.41607465728121,"chainCount":6,"category":"Restaking","components":{"tvlScore":40,"momentumScore":7,"diversificationScore":0,"categoryScore":10},"calculation":{"weightedComponents":[40,6.797807494905397,0,10],"quantitativeMaximum":90},"evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"unavailable","score":"derived"},"missingValuePriors":{"momentum":33.5,"diversification":45,"category":5}},"caveats":["Upstream observation and retrieval times are unavailable from the cache boundary; freshness is unknown.","Missing factors retain declared methodology priors and do not count toward observed coverage. This score does not authorize an action."]},"data_quality":{"confidence":"low","mode":"source_freshness_unknown","observed_at":null,"freshness_verified":false,"action_state":"WAIT","sources":["DeFiLlama","FarmDash protocol catalog"],"fields":{"tvl":{"source":"DeFiLlama current TVL","confidence":"high"},"protocol_metadata":{"source":"DeFiLlama protocol endpoint","confidence":"high"},"momentum":{"source":"DeFiLlama historical TVL","confidence":"medium"}},"caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."],"coverage":{"observed":1,"freshness":0},"snapshot_state":"freshness_unknown"},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","components":{"tvl":"44.4% (40/90 raw) calibrated log-scaled current DeFiLlama TVL; $1M ~= 10/40, $1B+ ~= 40/40","momentum":"27.8% (25/90 raw) seven-day observed TVL momentum; null when history unavailable — never worst-case zero","diversification":"16.7% (15/90 raw) chain distribution from DeFiLlama currentChainTvls; single-chain live protocols receive a neutral baseline instead of zero","category":"11.1% (10/90 raw) category baseline comparison among live protocols (TVL >= $1M)","editorial":"EXCLUDED from the quantitative score. Hand-curated editorial bonuses are reported separately in the editorial field and carry data_evidence.state=editorial."},"normalization":"The four quantitative components sum to a 90-point raw ceiling; the headline score rescales that raw total to 0-100 ((raw/90)*100). Editorial is never part of either the raw total or the rescale.","unavailable_semantics":"Protocols whose upstream entity cannot be confidently resolved return score=null with data_evidence.score=unavailable and registry_resolution=unresolved. Null scores are excluded from averages, rankings, and snapshot persistence. Zero is only ever an OBSERVED zero.","caveats":["Live Trail Heat is a transparent heuristic, not a backtested investment model.","When upstream data is missing, fields are null with evidence state unavailable — values are never fabricated.","Use confidence, sources, and data_evidence before handing results to execution tools."]}}],"recommendations":[{"rank":1,"protocol_id":"hyperliquid","protocol_name":"Hyperliquid","trail_heat_score":65,"current_tvl_usd":7630948525.529176,"tvl_change_7d":-4.2899639468725494,"category":"Perps","campaign_status":"Unknown","catalog_hot_flag":false,"recommended_agent_action_link":"https://www.farmdash.one/go/hyperliquid","action_route_type":"managed_referral","destination_host":"app.hyperliquid.xyz","commercially_attributed":true,"commercial_priority_eligible":true,"referral_verification":"owner_confirmed_current","commercial_disclosure":"Disclosure: FarmDash may receive referral or affiliate compensation when you use supported links. Rankings are based on FarmDash scoring inputs, not compensation.","fees_url":"https://www.farmdash.one/fees","selection_reason":"Live Trail Heat quality qualified; owner-confirmed non-wallet-bound FarmDash referral route preferred only within the disclosed near-equivalent score band.","data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"editorial","score":"derived"}},{"rank":2,"protocol_id":"jupiter","protocol_name":"Jupiter","trail_heat_score":66,"current_tvl_usd":1551077775.3363,"tvl_change_7d":-4.579773521681621,"category":"Dex","campaign_status":"Unknown","catalog_hot_flag":false,"recommended_agent_action_link":"https://www.farmdash.one/go/jupiter","action_route_type":"managed_referral","destination_host":"jup.ag","commercially_attributed":true,"commercial_priority_eligible":false,"referral_verification":"unverified","commercial_disclosure":"Disclosure: FarmDash may receive referral or affiliate compensation when you use supported links. Rankings are based on FarmDash scoring inputs, not compensation.","fees_url":"https://www.farmdash.one/fees","selection_reason":"Selected from resolved live Trail Heat evidence; referral identifier exists but is not owner-confirmed for ranking preference.","data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"unavailable","editorial":"editorial","score":"derived"}},{"rank":3,"protocol_id":"etherfi","protocol_name":"Ether.fi","trail_heat_score":63,"current_tvl_usd":3643565128.4978027,"tvl_change_7d":-9.41607465728121,"category":"Restaking","campaign_status":"Unknown","catalog_hot_flag":false,"recommended_agent_action_link":"https://www.farmdash.one/go/etherfi","action_route_type":"managed_referral","destination_host":"ether.fi","commercially_attributed":true,"commercial_priority_eligible":false,"referral_verification":"unverified","commercial_disclosure":"Disclosure: FarmDash may receive referral or affiliate compensation when you use supported links. Rankings are based on FarmDash scoring inputs, not compensation.","fees_url":"https://www.farmdash.one/fees","selection_reason":"Selected from resolved live Trail Heat evidence; referral identifier exists but is not owner-confirmed for ranking preference.","data_evidence":{"currentTvl":"observed","tvlChange7d":"observed","momentum":"derived","diversification":"derived","categoryBaseline":"derived","editorial":"unavailable","score":"derived"}}],"recommendation_policy":{"version":"live-defillama-commercial-tiebreak-v1","primary_signal":"canonical DeFiLlama-backed Trail Heat score","eligibility":"derived canonical Trail Heat score, positive observed DeFiLlama TVL, non-completed catalog entry, valid action/research destination","commercial_tiebreak":"Within a 5-point Trail Heat quality band, protocols with an owner-confirmed, non-wallet/account-shaped FarmDash referral route are ordered first. Unverified, merely present, or high-risk-shaped referral identifiers receive no ranking preference. Outside that band, the stronger Trail Heat score wins.","integrity":"Commercial preference never changes the underlying Trail Heat score and never upgrades unavailable evidence or campaign status.","campaign_warning":"Protocol activity is not evidence that an incentive campaign is live or that a user is eligible.","disclosure":"Disclosure: FarmDash may receive referral or affiliate compensation when you use supported links. Rankings are based on FarmDash scoring inputs, not compensation.","fees_url":"https://www.farmdash.one/fees"},"count":3,"total_protocols_available":80,"unlocked_spotlight_count":3,"locked_protocols_count":77,"summary":{"totalProtocols":80,"evaluatedProtocols":3,"previewSelection":"spotlight_sample","averageScore":64.7,"topProtocol":"Jupiter","lastUpdated":"2026-11-13T07:32:00.326Z"},"data_quality":{"confidence":"partial","mode":"spotlight_source_freshness_unknown","action_state":"WAIT","observed_protocols":3,"freshness_verified":false,"unmasked_protocols":["hyperliquid","etherfi","jupiter"]},"scoring_methodology":{"version":"trail-heat-quantitative-v2","validation_status":"heuristic_not_statistically_validated","spotlight_unmasked":true}}