{"ok":true,"service":"theob-intelligence-capsule-engine-foundation","mode":"intelligence-capsule-engine-foundation-layer","timestamp":"2026-08-27T04:21:03.343Z","productPositioning":{"name":"TheoB Intelligence Capsule Engine","coreLine":"From infinite information to living intelligence capsules.","missionLine":"TheoB Intelligence Capsule Engine transforms discovery, evidence, claims, signals, images, diagrams, schematics, and agent observations into compact, source-linked intelligence capsules for fast retrieval, reasoning, visualization, and future reactivation.","notA":"simple compression utility","strongerThan":"raw archives, loose notes, untraceable summaries, and bloated knowledge stores"},"dependencies":{"discoveryFoundation":{"foundationReady":true,"liveSearchEnabled":false},"providerRegistry":{"registryReady":true,"liveProviderRetrievalEnabled":false},"sourceScoring":{"scoringReadinessReady":true,"liveScoringEnabled":false},"deduplication":{"deduplicationReadinessReady":true,"liveDeduplicationEnabled":false},"conflictDetection":{"conflictDetectionReadinessReady":true,"liveConflictDetectionEnabled":false},"vaultIngestion":{"vaultIngestionReadinessReady":true,"liveVaultIngestionEnabled":false,"databaseWriteEnabled":false}},"summary":{"totalPrinciples":10,"principleReady":7,"principleReviewRequired":3,"totalCapsuleTypes":8,"typeFoundationReady":3,"typeReviewRequired":5,"totalReactivationModes":8,"reactivationReady":2,"reactivationFoundationReady":2,"reactivationReviewRequired":4,"totalCompressionLevels":4,"totalRules":10,"ready":6,"reviewRequired":4,"blocked":0,"capsuleEngineFoundationReady":true,"liveCapsuleCompressionEnabled":false,"capsuleStorageEnabled":false,"multimodalFileProcessingEnabled":false,"schematicGenerationEnabled":false,"visualSemanticsEnabled":false,"agentCapsuleHandoffEnabled":false,"productionMutation":false,"reason":"Intelligence Capsule Engine foundation is active as a non-destructive architecture layer. TheoB can define capsule types, compression levels, reactivation modes, source-trail rules, and future capsule shapes, but it cannot compress, store, process files, generate schematics, hand capsules to agents, or mutate production yet."},"principles":[{"principle":"From Infinite Information To Living Intelligence Capsules","status":"ready","purpose":"Define the Capsule Engine as TheoB's system for turning large-scale discovery into compact, source-linked, reactivatable intelligence.","safeguard":"Capsules must preserve meaning, not merely shrink data."},{"principle":"Compression Must Reduce Size, Not Truth","status":"ready","purpose":"Compression must keep source trail, uncertainty, conflict, and context intact.","safeguard":"Never compress away disagreement, provenance, or confidence boundaries."},{"principle":"A Capsule Must Be Reawakenable","status":"ready","purpose":"Every capsule should support future expansion, comparison, visualization, routing, and verification.","safeguard":"A capsule that cannot be traced or expanded is dead storage."},{"principle":"Source Trail Is Mandatory","status":"ready","purpose":"Every capsule must preserve links to source records, reference cards, claims, scores, duplicate clusters, and conflict maps.","safeguard":"No orphan capsules."},{"principle":"Multimodal By Design","status":"ready","purpose":"Capsules must eventually support text, images, diagrams, CAD, schematics, architecture, maps, datasets, signals, and composite objects.","safeguard":"Do not force visual or spatial intelligence into weak text-only summaries."},{"principle":"Capsules Are Not Final Truth","status":"ready","purpose":"Capsules are compressed intelligence objects with confidence, uncertainty, and review state.","safeguard":"Capsules should not become unquestioned doctrine."},{"principle":"Human Review For High-Impact Capsules","status":"review-required","purpose":"Medical, legal, financial, safety, production, rights-sensitive, and founder-authorized capsules require review gates.","safeguard":"Do not automate high-stakes preservation without oversight."},{"principle":"Visual Semantics Must Be Preserved","status":"review-required","purpose":"Image, diagram, schematic, CAD, and color-based intelligence needs structured visual metadata.","safeguard":"Visual interpretation must preserve uncertainty zones and file provenance."},{"principle":"Capsule Reactivation Before Action","status":"review-required","purpose":"Agents should reactivate and inspect capsule context before taking action from compressed intelligence.","safeguard":"Do not execute from stale compressed memory."},{"principle":"Non-Destructive Foundation","status":"ready","purpose":"This foundation layer defines capsule architecture without compressing, storing, or mutating production records.","safeguard":"No live compression, no Vault writes, no file processing, no production mutation."}],"capsuleTypes":[{"capsuleType":"text-capsule","status":"foundation-ready","inputs":["articles","notes","reports","timelines","research summaries","claim clusters"],"purpose":"Compress source-linked text intelligence into retrievable, expandable memory objects.","safeguard":"Text compression must retain claims, citations, uncertainty, and conflict status."},{"capsuleType":"image-capsule","status":"review-required","inputs":["photos","charts","infographics","satellite images","product images","visual evidence"],"purpose":"Preserve visual observations, detected structures, dominant colors, spatial relationships, and source trail.","safeguard":"Images must be interpreted with uncertainty zones, not overconfident labels."},{"capsuleType":"diagram-capsule","status":"review-required","inputs":["workflow diagrams","system maps","logic trees","process charts","decision trees"],"purpose":"Compress diagram structure while preserving relationships, flow, labels, and reasoning paths.","safeguard":"Diagram structure is meaning, not decoration."},{"capsuleType":"schematic-capsule","status":"review-required","inputs":["CAD","engineering schematics","architectural plans","floor plans","manufacturing layouts"],"purpose":"Prepare future preservation for component structure, assembly hierarchy, material hints, flow, and build logic.","safeguard":"Schematic differences may be critical and must not be flattened."},{"capsuleType":"signal-capsule","status":"foundation-ready","inputs":["telemetry","route health","provider health","latency patterns","weather signals","planetary signals"],"purpose":"Compress repeated operational or environmental signals into pattern-aware intelligence objects.","safeguard":"Signal capsules must preserve time range, sampling context, and anomaly boundaries."},{"capsuleType":"entity-capsule","status":"foundation-ready","inputs":["people","institutions","regions","products","organisms","technologies","sources"],"purpose":"Preserve entity identity, relationships, timelines, source trails, and confidence state.","safeguard":"Entity capsules must avoid unsupported identity certainty."},{"capsuleType":"color-semantics-capsule","status":"review-required","inputs":["palette systems","category color maps","visual identity systems","confidence gradients","risk shades"],"purpose":"Prepare future semantic color logic for mass category differentiation and visual intelligence navigation.","safeguard":"Color must be systematic, accessible, and meaningful — not random decoration."},{"capsuleType":"composite-capsule","status":"review-required","inputs":["text plus image","text plus schematic","timeline plus map","source cluster plus visual evidence","agent observation bundle"],"purpose":"Preserve multimodal intelligence as one reactivatable object with linked sub-capsules.","safeguard":"Composite capsules must preserve each modality's source trail and uncertainty separately."}],"reactivationModes":[{"mode":"expand","status":"ready","purpose":"Rehydrate a capsule into a fuller explanation with source trail and uncertainty.","safeguard":"Expansion must distinguish stored facts from regenerated explanation."},{"mode":"compare","status":"foundation-ready","purpose":"Compare capsules across time, entity, source, region, category, or confidence.","safeguard":"Comparison requires compatible context and units."},{"mode":"trace","status":"ready","purpose":"Follow a capsule back to source metadata, reference cards, claims, scores, dedupe clusters, and conflict maps.","safeguard":"No capsule should be untraceable."},{"mode":"timelineify","status":"foundation-ready","purpose":"Turn capsule contents into chronological sequences or event trails.","safeguard":"Date uncertainty must remain visible."},{"mode":"diagramify","status":"review-required","purpose":"Generate process maps, relationship diagrams, workflow diagrams, or schematic drafts from capsule context.","safeguard":"Generated diagrams must be labeled as derived representations unless source-native."},{"mode":"simulate","status":"review-required","purpose":"Use selected capsules as structured inputs for scenario modeling or system simulation.","safeguard":"Simulation inputs must preserve assumptions and confidence."},{"mode":"route-to-agent","status":"review-required","purpose":"Hand reactivated capsule context to agents as evidence bundles.","safeguard":"Agents should not act from capsule summaries alone."},{"mode":"visualize","status":"review-required","purpose":"Render capsules through maps, colors, timelines, diagrams, cards, or category surfaces.","safeguard":"Visualization must not exaggerate confidence."}],"compressionLevels":[{"level":"light","status":"ready","purpose":"Preserve more detail for recent, uncertain, high-value, or high-impact intelligence.","safeguard":"Use when loss would damage future reasoning."},{"level":"medium","status":"foundation-ready","purpose":"Balance compactness and detail for stable reference objects.","safeguard":"Keep enough context to reawaken faithfully."},{"level":"dense","status":"review-required","purpose":"Compress mature, stable, well-sourced clusters into compact memory.","safeguard":"Dense compression requires strong source trail and low conflict."},{"level":"index-only","status":"review-required","purpose":"Store only retrievable pointers, metadata, and source trail where content rights are restricted.","safeguard":"Use when full content storage is not allowed."}],"readinessRules":[{"rule":"Vault Candidate Required","status":"ready","purpose":"Capsules should originate from Vault-safe records or approved source trails.","safeguard":"Do not capsule raw provider noise."},{"rule":"Source Trail Required","status":"ready","purpose":"Every capsule must preserve linked source records, reference cards, claim cards, and transformation receipts.","safeguard":"No orphan capsules."},{"rule":"Deduplication Context Required","status":"ready","purpose":"Capsules should know whether their evidence comes from independent sources or repeated copies.","safeguard":"Do not compress repetition into false certainty."},{"rule":"Conflict Context Required","status":"ready","purpose":"Capsules must retain conflict severity and unresolved disagreement.","safeguard":"Do not make unresolved conflict look settled."},{"rule":"Scoring Context Required","status":"ready","purpose":"Capsules should carry confidence, source score, and review state where available.","safeguard":"A capsule is not a truth verdict."},{"rule":"Rights And Redaction Required","status":"review-required","purpose":"Capsules must respect content rights, retention policy, redaction status, and attribution requirements.","safeguard":"Do not turn rights violations into permanent memory."},{"rule":"Multimodal Gates Required","status":"review-required","purpose":"Images, diagrams, CAD, schematics, maps, and datasets require specialized interpretation and preservation gates.","safeguard":"Files are not text blobs."},{"rule":"No Live Compression Yet","status":"ready","purpose":"This foundation defines capsule architecture only and does not compress records.","safeguard":"No Vault writes, no file processing, no production mutation."},{"rule":"Reactivation Receipts Required","status":"review-required","purpose":"Future capsule use should create receipts when reactivated for agents, simulation, or user-facing decisions.","safeguard":"Compressed memory needs an audit trail when it influences action."},{"rule":"Color Semantics Must Be Accessible","status":"review-required","purpose":"Future color category systems must support meaning, contrast, accessibility, and systematic differentiation.","safeguard":"Infinite shades must remain understandable."}],"futureCapsuleShape":{"capsuleId":"stable capsule id","capsuleType":"text/image/diagram/schematic/signal/entity/color-semantics/composite","title":"safe capsule title","topic":"primary topic or intelligence domain","summary":"compressed source-grounded meaning","sourceTrail":"linked Vault records, references, claims, scores, duplicate clusters, conflict maps, and receipts","createdAt":"ISO timestamp","updatedAt":"ISO timestamp","timeRange":"known evidence time range","entities":"safe extracted entities","tags":"semantic retrieval tags","confidenceScore":"0-100","conflictScore":"0-100","sourceQualityScore":"0-100","compressionLevel":"light/medium/dense/index-only","preservationPriority":"low/medium/high/critical","rightsStatus":"metadata-only/review-required/full-storage-allowed","redactionStatus":"redacted-safe/review-required","attributionRequired":"true/false","retrievalWeight":"0-100","relatedCapsules":"array of capsule ids","visualSignature":"dominant colors, shape classes, layout structure, design family where available","fileSupport":"original format, derived formats, validation status where available","interpretation":"claims, observations, uncertainties, open questions","reactivationModes":"expand/compare/trace/timelineify/diagramify/simulate/route-to-agent/visualize","agentUsability":"searchable, usableForReasoning, usableForSimulation, humanReviewRequired","productionMutation":"false"},"futureCapsuleReceiptShape":{"capsuleReceiptId":"stable capsule receipt id","capsuleId":"linked capsule id","operation":"created/reactivated/expanded/compared/diagramified/simulated/routed-to-agent","sourceTrailVerified":"true/false","rightsChecked":"true/false","conflictStatusVisible":"true/false","generatedOutputId":"linked output id when available","actor":"founder/operator/agent/system","createdAt":"ISO timestamp","auditTrailSafe":"true","productionMutation":"false unless explicitly approved in future"},"allowedNow":["Render Intelligence Capsule Engine foundation.","Define product positioning.","Define capsule types.","Define compression levels.","Define reactivation modes.","Define future capsule shape.","Define future capsule receipt shape.","Preserve the rule that compression must reduce size, not truth.","Keep live capsule compression disabled."],"notAllowedYet":["Compress Vault records into capsules.","Store capsule records.","Process images, PDFs, CAD, schematics, maps, or datasets automatically.","Generate schematics from contextual text.","Activate semantic color routing.","Hand capsules to agents for action.","Erase source trails, conflict, uncertainty, or rights boundaries.","Mutate production."],"nextStructuralLayers":["Capsule Type Registry","Capsule Source Preservation Gate","Capsule Compression Readiness Gate","Capsule Reactivation Readiness Gate","Image Capsule Interpretation Layer","Diagram And Schematic Capsule Readiness","Contextual Design Translation Readiness","Visual Semantics Color Intelligence Registry","Quantum Intelligence Evolution Layer","Universal Intelligence Hub Foundation"],"safeguard":"TheoB Intelligence Capsule Engine Foundation Layer is read-only and non-destructive. It does not compress records, store capsules, process files, generate schematics, activate visual semantics, expose secrets, mutate production, or execute agent actions."}