{"jtbd":{"id":"cross-session-user-memory","slug":"cross-session-user-memory","name":"Cross-session / portable user memory","shortName":"Cross-session / portable user memory","problemStatement":"Need durable user-profile or portable memory that follows the user across sessions and assistants (often MCP), not just a vector DB or fact store."},"pick":{"id":"memobase","slug":"memobase","name":"Memobase","tagline":"Depot pick for portable/user-profile memory (MCP across Claude/ChatGPT/agents). Mem0 remains general…","website":"https://memobase.ai","overall":7.94,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.94,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (memobase.ai): Free $0 / 500 credits/mo (store_memory=10 credits, search=1). Pro $9/mo / 5k credits. Unlimited $29/mo unlimited credits + SLA option. MCP at mcp.memobase.ai; APIs also via api.memobase.dev / docs.memobase.io. Profile+event memory architecture (user-centric, not flat vectors).","scores":{"capabilityFit":8,"pricePerformance":9,"latencyReliability":7.4,"developerDx":8.6,"privacyPosture":8.2,"lockInRisk":4,"maturity":6.8,"overall":7.94,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"mem0","slug":"mem0","name":"Mem0","tagline":"Default hosted agent memory bolt-on. Model retrieval volume carefully; self-host OSS if caps hurt.","website":"https://mem0.ai","overall":7.59,"scoreBand":{"low":7,"mid":7.6,"high":8.2,"halfWidth":0.6,"basis":"editorial_prior","display":"7.0–8.2 (editorial prior)"},"scoreLayers":{"editorialPrior":7.59,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-10-24 (mem0.ai/pricing, fetched 2026-10-24): Hosted memory layer. Hobby 'Free' ('10,000 add requests/ month', '1,000 retrieval requests/ month', '1 project'); Starter '$19 / month' ('50,000 add requests /month', '5,000 retrieval requests / month'); Pro '$249 / month' ('500,000 add requests /month', '50,000 retrieval requests /month', 'Graph memory (entity linking)'); Enterprise 'Custom' ('Unlimited add requests', 'Unlimited retrieval requests'). No per-request overage rate is published. The earlier Growth plan no longer appears on the page. Meters adds AND retrievals — read-heavy agents hit retrieval caps first. See plan limits (/api/estimate) for the encoded plans. OSS Apache-2.0 core self-hostable.","scores":{"capabilityFit":7.8,"pricePerformance":8,"latencyReliability":7.4,"developerDx":8.8,"privacyPosture":7,"lockInRisk":5,"maturity":7.2,"overall":7.59,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"supermemory","slug":"supermemory","name":"Supermemory","tagline":"Managed context engine when you want memory without running a vector DB. Mem0 for simpler fact API; Cognee…","website":"https://supermemory.ai","overall":7.88,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.88,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (supermemory.ai/pricing): Free $5 credits/mo; Pro $19 ($20 credits); Max $100 ($130); Scale $399 ($600) with SOC2/HIPAA/self-host; Enterprise custom. Rate card in SM tokens — Memory plain $0.005/1k (rich $0.010); SuperRAG text $0.001/1k; Search $0.005/1k queries; ops $0.10/1k. Dedupes unchanged content.","scores":{"capabilityFit":8.4,"pricePerformance":7.8,"latencyReliability":8,"developerDx":8.8,"privacyPosture":8.2,"lockInRisk":5.5,"maturity":7.2,"overall":7.88,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"zep","slug":"zep","name":"Zep","tagline":"Pick when agents need temporal/entity graph memory, not just vector snippets. Mem0 for simpler recall.","website":"https://www.getzep.com","overall":7.44,"scoreBand":{"low":6.8,"mid":7.4,"high":8,"halfWidth":0.6,"basis":"editorial_prior","display":"6.8–8.0 (editorial prior)"},"scoreLayers":{"editorialPrior":7.44,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-10-24 (getzep.com/pricing, fetched 2026-10-24): Temporal knowledge-graph memory (Graphiti). 'Self-serve plans are credit based.' Free: 'Start free with 10,000 credits a month.' ('No rollover or auto-topup.'). Flex '$125 / month billed monthly' ('50,000 credits included. Then $25 / 10,000 credits.', '30-day rollover', '600 requests per minute'). Flex Plus '$375 / month billed monthly' ('200,000 credits included. Then $75 / 40,000 credits.', '60-day rollover', '1,000 requests per minute'). Enterprise custom ('negotiated rates'). Annual billing: 'Save 17%' (the annual price is not published in the page text). Credits: '1 credit per Episode up to 350 bytes; +1 credit per additional 350 bytes (or part).'; '0 credits for retrieval, storage, threads, users, and graph storage.' See plan limits (/api/estimate) for the encoded plans. Self-host Graphiti + Neo4j/FalkorDB/Kuzu/Neptune.","scores":{"capabilityFit":8.2,"pricePerformance":7,"latencyReliability":7.6,"developerDx":7.8,"privacyPosture":7.8,"lockInRisk":5.2,"maturity":7,"overall":7.44,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"cognee","slug":"cognee","name":"Cognee","tagline":"Graph memory when documents→ontology matter. Zep for temporal bipartite graphs; Mem0 for simplest hosted…","website":"https://www.cognee.ai","overall":8.09,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.09,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (cognee.ai/pricing): Free $0 (1 workspace, 1M tokens). Standard $1.00/1M tokens + $5/extra workspace/mo. Enterprise BYOC engagement (6–24 mo packages, startup discount). Apache-2.0 OSS with SQLite/LanceDB/Kuzu defaults. ECL pipeline → knowledge graph.","scores":{"capabilityFit":8.4,"pricePerformance":8.8,"latencyReliability":7.6,"developerDx":8.2,"privacyPosture":8.5,"lockInRisk":3,"maturity":7,"overall":8.09,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.94,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"memobase","pickName":"Memobase","pickScore":7.94,"highestScoredCandidateId":"cognee","highestScoredCandidateName":"Cognee","highestScore":8.09,"pickHasLowerCompositeScore":true,"delta":-0.15,"pickLeadsOnDimensions":["pricePerformance (9 vs 8.8)","developerDx (8.6 vs 8.2)"],"explanation":"Memobase (7.94) is the editorial pick for Cross-session / portable user memory over higher-composite Cognee (8.09) because composite scores are provider-wide priors while Memobase wins on pricePerformance (9 vs 8.8), developerDx (8.6 vs 8.2): Capability of profile/portable memory + DX (MCP) + pricePerf. Distinct from rag-memory (pgvector) and stateful-agent-runtime (Letta)."},"cheapest":null,"recommendedWorkloadQuote":null,"representativeQuote":null,"estimatedTaskCost":null,"freeAlternatives":[{"id":"mem0","name":"Mem0","kind":"dev_tool","providerId":"mem0","jtbdIds":["cross-session-user-memory"],"whatYouGet":"Open-source memory library. The README says it retains user, session, and agent state, and that a browser extension stores memories across ChatGPT, Perplexity, and Claude. It does not say MCP. Benchmark figures in the README are for the managed platform, not this row.","cost":"oss","license":"Apache-2.0","limits":null,"sourceUrl":"https://raw.githubusercontent.com/mem0ai/mem0/main/LICENSE","asOf":"2026-10-25","notes":"LICENSE fetched 2026-10-03 is Apache License 2.0. README fetched the same day. Re-fetched twice 2026-10-25 (~10 s apart, plain curl, no login): HTTP 200, no redirect, byte-identical: 'Apache License Version 2.0, January 2004' / 'Copyright [2023] [Taranjeet Singh]'. License unchanged.","freeType":"dev_tool","substitutable":true}],"referenceDocs":[],"falsification":{"jtbdId":"cross-session-user-memory","jtbdName":"Cross-session / portable user memory","currentPickId":"memobase","currentPickScore":7.94,"challengerId":"mem0","challengerScore":7.59,"currentScoreGap":0.35,"minVerifiedOutcomes":10,"requiredOutcomeMargin":0.5,"requiredSuccessRateDelta":0.15,"maxPickPriceIncreasePct":25,"whatWouldChangePick":["Mem0 (mem0) outperforms Memobase (memobase) by >= 0.5 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Memobase's representative SKU for cross-session-user-memory without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=memobase) or sustained >= 30% degraded/failed rate in verified production outcomes."],"frozenHoldoutPolicy":{"holdoutSplit":"20% frozen benchmark holdout tasks + 80% live production outcome receipts","requireCountersignReceipt":true,"requiredEvidenceTiers":["outcome_verified","reference_checked"],"minDistinctContributors":2,"antiGamingRule":"Unverified self-reports and seed/editorial rows never mutate picks or scores."},"triggers":[{"kind":"verified_outcomes_outperformance","challengerId":"mem0","minVerifiedOutcomes":10,"requiredOutcomeMargin":0.5,"requiredWorkedRateDelta":0.15},{"kind":"verified_price_increase","providerId":"memobase","maxPriceIncreasePct":25},{"kind":"live_rail_exhaustion_or_degradation","providerId":"memobase","immediateOverrideUrl":"/api/decide?jtbd=cross-session-user-memory&exhausted=memobase"}],"submissionSpec":{"falsifyEndpoint":"/api/falsify?jtbd=cross-session-user-memory","outcomesEndpoint":"POST /api/feedback","correctionsEndpoint":"POST /api/corrections","payloadTemplate":{"agentIdentity":"agent:<your-agent-id>","jtbdId":"cross-session-user-memory","providerId":"mem0","outcome":"worked","detail":"Comparative production evaluation on cross-session-user-memory (n>=10 tasks) with Countersign receipt.","confidence":"high","receipt":{"countersign":{"claim_id":"cs-00000000","status":"verified","evidence_tier":"outcome_verified","counts_as_verified":true}}}}},"whatWouldChangePick":["Mem0 (mem0) outperforms Memobase (memobase) by >= 0.5 outcome points (or >= 15% worked-rate delta) across >= 10 Countersign-verified production outcomes.","A verified price increase > 25% on Memobase's representative SKU for cross-session-user-memory without a corresponding capability gain.","Live caller rail exhaustion (?exhausted=memobase) or sustained >= 30% degraded/failed rate in verified production outcomes."],"routePlan":{"jtbdId":"cross-session-user-memory","primary":{"providerId":"memobase","name":"Memobase","overall":7.94,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.94,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"primary","reason":"Editorial Depot Pick for Cross-session / portable user memory; healthy/eligible under caller constraints."},"fallback":[{"providerId":"mem0","name":"Mem0","overall":7.59,"scoreBand":{"low":7,"mid":7.6,"high":8.2,"halfWidth":0.6,"basis":"editorial_prior","display":"7.0–8.2 (editorial prior)"},"scoreLayers":{"editorialPrior":7.59,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Cross-session / portable user memory."},{"providerId":"supermemory","name":"Supermemory","overall":7.88,"scoreBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"scoreLayers":{"editorialPrior":7.88,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Cross-session / portable user memory."},{"providerId":"zep","name":"Zep","overall":7.44,"scoreBand":{"low":6.8,"mid":7.4,"high":8,"halfWidth":0.6,"basis":"editorial_prior","display":"6.8–8.0 (editorial prior)"},"scoreLayers":{"editorialPrior":7.44,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Cross-session / portable user memory."},{"providerId":"cognee","name":"Cognee","overall":8.09,"scoreBand":{"low":7.5,"mid":8.1,"high":8.7,"halfWidth":0.6,"basis":"editorial_prior","display":"7.5–8.7 (editorial prior)"},"scoreLayers":{"editorialPrior":8.09,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","role":"fallback","reason":"Ranked fallback route for Cross-session / portable user memory."}],"disqualified":[],"expectedRegret":{"scoreDeltaVsUnconstrainedPick":0,"unconstrainedPickId":"memobase","activePrimaryId":"memobase","summary":"0.00 score regret: unconstrained editorial pick satisfies all caller constraints."},"evidenceAgeDays":{"editorialScoreAgeDays":43,"pricingVerifiedAgeDays":0,"editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27"},"confidenceBand":{"low":7.3,"mid":7.9,"high":8.5,"halfWidth":0.6,"basis":"editorial_prior","display":"7.3–8.5 (editorial prior)"},"constraintsApplied":false,"constraintBundle":{"task":null,"jtbd":"cross-session-user-memory","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]}},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","tie":false,"scoreGap":0.35,"decidingFactor":null,"tieNote":null,"rationale":"Capability of profile/portable memory + DX (MCP) + pricePerf. Distinct from rag-memory (pgvector) and stateful-agent-runtime (Letta).","whenNotTopPick":"You want the simplest hosted fact API (Mem0), temporal knowledge graphs (Zep), or a full MemGPT-style runtime (Letta).","skipTopPick":false,"skipReason":null,"matchedConstraints":[],"pricingSummary":"As of 2026-09-14 (memobase.ai): Free $0 / 500 credits/mo (store_memory=10 credits, search=1). Pro $9/mo / 5k credits. Unlimited $29/mo unlimited credits + SLA option. MCP at mcp.memobase.ai; APIs also via api.memobase.dev / docs.memobase.io. Profile+event memory architecture (use…","cite":"Depot Pick for cross-session-user-memory: memobase (asOf 2026-09-14). See GET /api/jtbds/cross-session-user-memory + GET /api/methodology.","nextActions":[{"step":1,"title":"Inspect full JTBD + embeds","href":"/api/jtbds/cross-session-user-memory?embed=providers","why":"Confirm pick, runners-up, and methodology notes."},{"step":2,"title":"Quote sourced SKUs","href":"/api/quote?jtbd=cross-session-user-memory","why":"Depot Pick SKUs plus the cheapest sourced SKU whose unit matches this job. Does not change the pick. Does not blend input and output or borrow a chat rate for a non-chat job."},{"step":3,"title":"Open provider detail","href":"/api/providers/memobase","why":"Scores, pricingNotes, strengths/weaknesses, communitySignals (claims only)."},{"step":4,"title":"Cite methodology","href":"/api/methodology","why":"Required when publishing a Depot Pick citation."},{"step":5,"title":"Grab badge SVG","href":"/api/badge?type=depot-pick&jtbd=cross-session-user-memory","why":"Embed in README / agent passport."},{"step":6,"title":"Post production insight","method":"POST","href":"/api/insights","why":"Unverified until curated; never auto-mutates official scores."}],"honesty":["Do not invent scores or benches.","Insights are claims until curated/reviewed; they never silently mutate official scores.","lockInRisk higher = more lock-in (worse).","normalizedUsdPerMillionTokens is set only for a single sourced token row. Otherwise null, with a machine-readable reason. Do not coerce GPU, minute, or per-1k search units.","Runners-up are not Depot Picks.","Depot overall is editorial_weighted, not Arena Elo and not an Artificial Analysis index."],"asOf":"2026-09-14","depth":{"whenNotToUse":{"text":"You want the simplest hosted fact API (Mem0), temporal knowledge graphs (Zep), or a full MemGPT-style runtime (Letta).","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"mem0","name":"Mem0","overallForJob":7.59,"pickOverallForJob":7.94,"beatsPickOn":["developerDx","maturity"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":4,"runnerUpLockInRisk":5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":["open source (provider tag `oss`)"],"runnerUpExitSignals":["open source (provider tag `oss`)"],"pickNotes":[{"text":"Depot pick for portable/user-profile memory (MCP across Claude/ChatGPT/agents).","field":"scores.notes"}],"selfHostFallback":[{"id":"mem0","name":"Mem0","license":"Apache-2.0","sourceUrl":"https://raw.githubusercontent.com/mem0ai/mem0/main/LICENSE"}],"migration":"The pick has lower stored lock-in risk than runner-up Mem0 (4 vs 5). Pick exit signals: open source (provider tag `oss`). Self-host fallback listed for this job: Mem0.","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"citation":{"text":"Agent Provider Depot (v0.12.149), Depot Pick for cross-session-user-memory: memobase, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/cross-session-user-memory","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/cross-session-user-memory) (v0.12.149) — Depot Pick for `cross-session-user-memory`: **memobase** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.149","role":"depot_pick","jtbdId":"cross-session-user-memory","providerId":"memobase","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/cross-session-user-memory","api":"https://getagentdepot.com/api/decide?jtbd=cross-session-user-memory"},"howToCite":"Cite Depot as an editorial, dated recommendation, not a benchmark: name the job, the Depot Pick (or runner-up), the score asOf date and the day you retrieved it, and link the job page. Format: “Agent Provider Depot (v{version}), Depot Pick for {jobId}: {providerId}, scores as of {scoreAsOf}, retrieved {retrievedOn}. {baseUrl}/jtbds/{jobId}”. Quote prices only with their own sourceUrl and asOf. If the pick's score is stale (freshness.pick.score.stale), say so."},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":3,"sourcesReachable":3,"pricingRows":0,"pricingRowsReconfirmed":0,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}},"scoreAsOf":"2026-09-14","editorialPriorAsOf":"2026-09-14","pricingLastVerifiedAt":"2026-10-27","pickLastReviewed":"2026-09-14","runnersUpScoreAsOf":["2026-09-14","2026-09-14","2026-09-14","2026-09-14"],"contractAsOf":"2026-10-03","pricingShape":"prose_notes_only","normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price"},"pricingContract":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (memobase.ai): Free $0 / 500 credits/mo (store_memory=10 credits, search=1). Pro $9/mo / 5k credits. Unlimited $29/mo unlimited credits + SLA option. MCP at mcp.memobase.ai; APIs also via api.memobase.dev / docs.memobase.io. Profile+event memory architecture (use…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://memobase.ai","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"links":{"jtbd":"/jtbds/cross-session-user-memory","jtbdApi":"/api/jtbds/cross-session-user-memory","leaderboard":"/api/leaderboards?jtbd=cross-session-user-memory","methodology":"/api/methodology","badge":"/api/badge?type=depot-pick&jtbd=cross-session-user-memory","decide":"/api/decide?jtbd=cross-session-user-memory","humanPage":"/jtbds/cross-session-user-memory","alternatives":"/api/alternatives?provider=memobase","canonical":"/api/canonical","quote":"/api/quote?jtbd=cross-session-user-memory","falsify":"/api/falsify?jtbd=cross-session-user-memory"},"constraintBundle":{"task":null,"jtbd":"cross-session-user-memory","quotaExhausted":[],"degraded":[],"healthy":[],"budgetUsd":null,"maxLatencyMs":null,"region":null,"privacy":null,"exit":[],"existing":[]},"stackContext":{"host":null,"framework":null,"repo":null,"lang":null,"existing":[],"volume":null,"sender":null,"detectedFromTask":[]},"keep":null,"contextAdvice":null,"communityFeedback":{"pickOnThisJob":{"failed":0,"degraded":0,"worked":0,"insights":0,"withVerifiedReceipt":0,"failureModes":{},"latestAt":null,"note":"Agent-reported claims (unverified unless a receipt is verified by Depot's re-check). They never change scores or picks."},"outcomes":{"job":{"n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"verifiedReports":0,"contributors":0,"excluded":{"seed_editorial":0,"test":0,"notFeedback":0},"reason":"no_submitted_outcome_reports_yet"},"pick":{"providerId":"memobase","n":0,"worked":0,"degraded":0,"failed":0,"failureModes":{},"evidenceTiers":{"agent_claim":0,"self_declared":0,"reference_checked":0,"outcome_verified":0},"reason":"no_submitted_outcome_reports_yet"},"scoresMutated":false,"more":"/api/outcomes?jtbd=cross-session-user-memory"},"report":"POST /api/feedback {agentIdentity, outcome: failed|degraded|worked, detail, providerId, jtbdId, failureModeId?, receipt?}"}}