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"/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/next20-safe-execution-results/revenue-optimization-find-buyer-demand-offer-package-and-value-capture-path/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.216, "premium_experience": 0.124, "repeat_purchase": 0.191, "underserved_segment": 0.103, "urgent_need": 0.275 }, "estimatedPopulationInRange": 283281, "estimatedSeekersCount": 11614, "estimatedSeekersPct": 0.041, "occasionOrUseCase": { "comparison_shopping": 0.231, "immediate_action": 0.213, "planning": 0.298, "repeat_use": 0.158 } }, "existingSystemBindings": { "abilitiesFile": 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"/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/next20-safe-execution-results/digital-twin-revenue-find-revenue-demand-buyer-segments-offer-package-and-portal/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.233, "premium_experience": 0.101, "repeat_purchase": 0.213, "underserved_segment": 0.101, "urgent_need": 0.264 }, "estimatedPopulationInRange": 223936, "estimatedSeekersCount": 6718, "estimatedSeekersPct": 0.03, "occasionOrUseCase": { "comparison_shopping": 0.282, "immediate_action": 0.281, "planning": 0.239, "repeat_use": 0.194 } }, "existingSystemBindings": { "abilitiesFile": 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"/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/amherst-living-digital-twin/restaurant-demand-restaurant-demand-planning-next-7-days-within-45-miles-for-locals-travel/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "craft_cocktails_small_plates": 0.102, "elevated_pizza": 0.15, "farm_to_table": 0.147, "latin_fusion": 0.094, "ramen_noodles": 0.116, "vegan_comfort": 0.125 }, "estimatedPopulationInRange": 220000, "estimatedSeekersCount": 8140, "estimatedSeekersPct": 0.037, "occasionOrUseCase": { "date_night": 0.187, "family_outing": 0.298, "group_dinner": 0.306, "solo_explore": 0.126 } }, "existingSystemBindings": { "abilitiesFile": "runtime/state/control/scos_digital_twin_abilities_v1.json", "controlApi": "http://127.0.0.1:8797/", "cyberneticQueue": "runtime/state/control/cybernetic_execution_queue_v1.jsonl", "reuseFirstTraceAvailable": true, "substrateInbox": "runtime/state/control/substrate_command_inbox.jsonl", "walletBridge": "http://127.0.0.1:8798/health" }, "mission": { "buyer": "Amherst-area restaurants", "intent": "restaurant demand planning next 7 days within 45 miles for locals travelers and UMass seasonality", "offer": "Weekly Restaurant Demand + Menu Playbook", "radiusMiles": 45, "slug": "restaurant-demand-restaurant-demand-planning-next-7-days-within-45-miles-for-locals-travel", "timeWindowDays": 7, "vertical": "restaurant-demand" }, "ok": true, "phase": "SCOS_RUN_DIGITAL_TWIN_REVENUE_MISSION", "playbook": [ { "positioning": "high-trust local sourcing and date-night value", "recommendedLineup": [ "seasonal local vegetable plate", "farm chicken or mushroom entr\u00e9e", "signature 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"externalConnectorsStartedHere": false, "localTwinState": true, "networkDataIngestionAbility": true, "reuseFirst": true }, "ts": "2026-05-16T22:08:14-0400", "twin": { "name": "Amherst Living Digital Twin", "slug": "amherst-living-digital-twin" } }, { "_path": "/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/amherst-living-digital-twin/local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.208, "premium_experience": 0.15, "repeat_purchase": 0.161, "underserved_segment": 0.1, "urgent_need": 0.225 }, "estimatedPopulationInRange": 220000, "estimatedSeekersCount": 7700, "estimatedSeekersPct": 0.035, "occasionOrUseCase": { "comparison_shopping": 0.241, "immediate_action": 0.235, "planning": 0.231, "repeat_use": 0.179 } }, "existingSystemBindings": { "abilitiesFile": "runtime/state/control/scos_digital_twin_abilities_v1.json", "controlApi": "http://127.0.0.1:8797/", "cyberneticQueue": "runtime/state/control/cybernetic_execution_queue_v1.jsonl", "reuseFirstTraceAvailable": true, "substrateInbox": "runtime/state/control/substrate_command_inbox.jsonl", "walletBridge": "http://127.0.0.1:8798/health" }, "mission": { "buyer": "target operators", "intent": "find local business demand revenue opportunities and weekly offer packages", "offer": "Digital Twin Revenue Mission Pack", "radiusMiles": 25, "slug": "local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages", "timeWindowDays": 7, "vertical": "local-demand" }, "ok": true, "phase": 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true }, "ts": "2026-05-16T23:02:30-0400", "twin": { "name": "Amherst Living Digital Twin", "slug": "amherst-living-digital-twin" } }, { "_path": "/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/amherst-stakeholder-handoff-007/local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.174, "premium_experience": 0.101, "repeat_purchase": 0.205, "underserved_segment": 0.117, "urgent_need": 0.281 }, "estimatedPopulationInRange": 220000, "estimatedSeekersCount": 9680, "estimatedSeekersPct": 0.044, 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"amherst-stakeholder-handoff-007" } }, { "_path": "/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/amherst-nats-live-bind-004/local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.226, "premium_experience": 0.114, "repeat_purchase": 0.179, "underserved_segment": 0.155, "urgent_need": 0.293 }, "estimatedPopulationInRange": 220000, "estimatedSeekersCount": 5500, "estimatedSeekersPct": 0.025, "occasionOrUseCase": { "comparison_shopping": 0.288, "immediate_action": 0.279, "planning": 0.238, "repeat_use": 0.209 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"operatorType": "field_operator", "positioning": "turn twin demand into operational work", "recommendedLineup": [ "route plan", "asset checklist", "customer-ready package" ] } ], "revenuePlan": { "nextActions": [ "publish portal", "invite target operators", "collect operator menu/business data", "regenerate customized playbook", "convert to subscription or advisory package" ], "product": "Digital Twin Revenue Mission Pack", "suggestedPricing": { "customTwinAdvisory": "$1,500-$10,000+", "oneTimePlaybook": "$250-$750", "weeklySubscription": "$99-$499/week" }, "targetBuyer": "target operators" }, "sourceMode": { "autonomousValueGeneration": true, "externalConnectorsStartedHere": false, "localTwinState": true, "networkDataIngestionAbility": true, "reuseFirst": true }, "ts": "2026-05-16T23:03:01-0400", "twin": { "name": "amherst-nats-live-bind-004", "slug": "amherst-nats-live-bind-004" } }, { "_path": "/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/presentation-polish/revenue-optimization-find-buyer-demand-offer-package-and-value-capture-path/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.215, "premium_experience": 0.089, "repeat_purchase": 0.186, "underserved_segment": 0.148, "urgent_need": 0.219 }, "estimatedPopulationInRange": 278563, "estimatedSeekersCount": 10863, "estimatedSeekersPct": 0.039, "occasionOrUseCase": { "comparison_shopping": 0.185, "immediate_action": 0.281, "planning": 0.208, "repeat_use": 0.123 } }, "existingSystemBindings": { "abilitiesFile": "runtime/state/control/scos_digital_twin_abilities_v1.json", "controlApi": "http://127.0.0.1:8797/", "cyberneticQueue": "runtime/state/control/cybernetic_execution_queue_v1.jsonl", "reuseFirstTraceAvailable": true, "substrateInbox": "runtime/state/control/substrate_command_inbox.jsonl", "walletBridge": "http://127.0.0.1:8798/health" }, "mission": { "buyer": "target operators", "intent": "find buyer demand offer package and value capture path", "offer": "Digital Twin Revenue Mission Pack", "radiusMiles": 25, "slug": "revenue-optimization-find-buyer-demand-offer-package-and-value-capture-path", "timeWindowDays": 7, "vertical": "revenue-optimization" }, "ok": true, "phase": "SCOS_RUN_DIGITAL_TWIN_REVENUE_MISSION", "playbook": [ { "operatorType": "local_business", "positioning": "convert demand into a clear weekly campaign", "recommendedLineup": [ "entry offer", "premium offer", "retention offer" ] }, { "operatorType": "field_operator", "positioning": "turn twin demand into operational 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"/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/presentation-polish/local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.207, "premium_experience": 0.178, "repeat_purchase": 0.138, "underserved_segment": 0.178, "urgent_need": 0.252 }, "estimatedPopulationInRange": 38919, "estimatedSeekersCount": 1751, "estimatedSeekersPct": 0.045, "occasionOrUseCase": { "comparison_shopping": 0.267, "immediate_action": 0.224, "planning": 0.247, "repeat_use": 0.159 } }, "existingSystemBindings": { "abilitiesFile": "runtime/state/control/scos_digital_twin_abilities_v1.json", "controlApi": "http://127.0.0.1:8797/", "cyberneticQueue": "runtime/state/control/cybernetic_execution_queue_v1.jsonl", "reuseFirstTraceAvailable": true, "substrateInbox": "runtime/state/control/substrate_command_inbox.jsonl", "walletBridge": "http://127.0.0.1:8798/health" }, "mission": { "buyer": "target operators", "intent": "find local business demand revenue opportunities and weekly offer packages", "offer": "Digital Twin Revenue Mission Pack", "radiusMiles": 25, "slug": "local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages", "timeWindowDays": 7, "vertical": "local-demand" }, "ok": true, "phase": "SCOS_RUN_DIGITAL_TWIN_REVENUE_MISSION", "playbook": [ { "operatorType": "local_business", "positioning": "convert demand into a clear weekly campaign", "recommendedLineup": [ "entry offer", "premium offer", "retention offer" ] }, { "operatorType": "field_operator", "positioning": "turn twin 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"/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/amherst-real-data-connector-packet-003/local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.248, "premium_experience": 0.085, "repeat_purchase": 0.143, "underserved_segment": 0.144, "urgent_need": 0.288 }, "estimatedPopulationInRange": 220000, "estimatedSeekersCount": 6600, "estimatedSeekersPct": 0.03, "occasionOrUseCase": { "comparison_shopping": 0.178, "immediate_action": 0.277, "planning": 0.225, "repeat_use": 0.175 } }, "existingSystemBindings": { "abilitiesFile": "runtime/state/control/scos_digital_twin_abilities_v1.json", "controlApi": "http://127.0.0.1:8797/", "cyberneticQueue": "runtime/state/control/cybernetic_execution_queue_v1.jsonl", "reuseFirstTraceAvailable": true, "substrateInbox": "runtime/state/control/substrate_command_inbox.jsonl", "walletBridge": "http://127.0.0.1:8798/health" }, "mission": { "buyer": "target operators", "intent": "find local business demand revenue opportunities and weekly offer packages", "offer": "Digital Twin Revenue Mission Pack", "radiusMiles": 25, "slug": "local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages", "timeWindowDays": 7, "vertical": "local-demand" }, "ok": true, "phase": "SCOS_RUN_DIGITAL_TWIN_REVENUE_MISSION", "playbook": [ { "operatorType": "local_business", "positioning": "convert demand into a clear weekly campaign", "recommendedLineup": [ "entry offer", "premium offer", "retention offer" ] }, { "operatorType": "field_operator", "positioning": "turn twin demand into operational work", "recommendedLineup": [ "route plan", "asset checklist", "customer-ready package" ] } ], "revenuePlan": { "nextActions": [ "publish portal", "invite target operators", "collect operator menu/business data", "regenerate customized playbook", "convert to subscription or advisory package" ], "product": "Digital Twin Revenue Mission Pack", "suggestedPricing": { "customTwinAdvisory": "$1,500-$10,000+", "oneTimePlaybook": "$250-$750", "weeklySubscription": "$99-$499/week" }, "targetBuyer": "target operators" }, "sourceMode": { "autonomousValueGeneration": true, "externalConnectorsStartedHere": false, "localTwinState": true, "networkDataIngestionAbility": true, "reuseFirst": true }, "ts": "2026-05-16T23:02:59-0400", "twin": { "name": "amherst-real-data-connector-packet-003", "slug": "amherst-real-data-connector-packet-003" } }, { "_path": "/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/connectors/revenue-optimization-find-buyer-demand-offer-package-and-value-capture-path/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.154, "premium_experience": 0.129, "repeat_purchase": 0.175, "underserved_segment": 0.181, "urgent_need": 0.267 }, "estimatedPopulationInRange": 114248, "estimatedSeekersCount": 3541, "estimatedSeekersPct": 0.031, "occasionOrUseCase": { "comparison_shopping": 0.259, "immediate_action": 0.21, "planning": 0.253, "repeat_use": 0.159 } }, "existingSystemBindings": { "abilitiesFile": 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"/home/keith/ScrollChainOS/studio/runtime/public/_scos/digital-twin-llm/revenue-missions/connectors/local-demand-find-local-business-demand-revenue-opportunities-and-weekly-offer-packages/mission-state.json", "demandProfile": { "assumptions": [ "This run uses local twin context and heuristic demand modeling unless approved data ingestion sources are added.", "The workflow is reusable across all twins and verticals.", "Each iteration writes state, playbook, offer, portal, and receipt." ], "confidence": "heuristic-local-first-until-approved-live-data", "demandClusters": { "high_margin_solution": 0.205, "premium_experience": 0.166, "repeat_purchase": 0.163, "underserved_segment": 0.142, "urgent_need": 0.289 }, "estimatedPopulationInRange": 38470, "estimatedSeekersCount": 1307, "estimatedSeekersPct": 0.034, "occasionOrUseCase": { "comparison_shopping": 0.23, "immediate_action": 0.269, "planning": 0.248, "repeat_use": 0.158 } }, "existingSystemBindings": { "abilitiesFile": 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