Cloud-Native KB Ingestion: Configurable Sources, Parsers, and Cross-Server Push for External Workspaces #11623
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Scope: high-blast (substrate evolution; cross-substrate touching ≥3 of services, MCP, daemons, docs, CI, release; epic-bound; modifies public ingestion substrate).
Sibling-of-#9999, not sub. Epic #9999 owns READ-side multi-tenancy (
memorySharingenum, AgentIdentity provenance, RLS) + identity-on-write. This proposal owns the WRITE-side cross-repo INGESTION substrate — the missing pillar for v13 cloud deployments.1. The Concept
For v13 cloud deployments of Agent OS, external client workspaces must be able to ingest their own code into the Knowledge Base while continuing to leverage Neo's curated content (guides, ADRs, skills, tickets, demo apps). The current KB substrate hardcodes the assumption "source repo = host repo of the KB":
DatabaseService.createKnowledgeBase()(lines 460-471)ApiSource.sourceMapmapssrc/apps/examples/docs/app/ai— Neo-specific)ApiSource→SourceParser,LearningSource→DocumentationParser)aiConfig.neoRootDir(one source repo per KB instance) — propagated throughApiSource.mjs:101-105(neoRootDir-relative chunk metadata) andSearchService.mjs:118-120(single-root path resolution)External workspaces in this proposal are Neo workspaces created via
npx neo app, whereneoitself is anode_moduledependency rather than the repo. They may also include non-Neo repositories with ES5, C++, or other-language code that needs to be discoverable by client agents through the same MCP server.This proposal evolves the substrate to support:
useDefaultSources: true/useDefaultParsers: truebooleans so existing Neo deployments are zero-configparsed-chunk-v1— the ingest contract for client-side parsed content; server embeds viaTextEmbeddingService.embedTexts()(the existingVectorService.mjs:243-274path)backup-record-v1(existing{id, embedding, metadata, document}shape) — strictly restore-only; ingest endpoint MUST reject embedding fields outside explicit restore modeparsed-chunk-v1) for everything else{tenantId, repoSlug, rootKind, sourcePath}(Cycle 2 repair) replacing the implicit single-neoRootDirsource-path assumption;SearchServicehydration must become tenant-awareVectorService.mjs:198-207); changed-files push needs explicit delete-signalingmemorySharingenum pattern (Cycle 2.5+2.6 repair — Gemini + GPT blockers) — the enum lives in Memory Core today (MemoryService.mjs:314,388,391,403+SummaryService.mjs:118,257,260,272); KB has zeromemorySharing/tenantIdreferences;QueryService.mjs:116-128builds Chromawhereonly fromtype, no tenant/visibility predicate. Pattern reused, infrastructure new. Phase 0/1 ports two distinct halves of the contract:{tenantId, visibility, originAgentIdentity?}into chunk metadata at ingestion.ingestSourceFilesREJECTS or OVERWRITES client-suppliedtenantId/visibilityfields — clients may not spoof. Server-context-derived from authenticated AgentIdentity per [Epic] Cloud-Native Knowledge & Multi-Tenant Memory Core #9999.QueryService/SearchServiceinjectwhere: {tenantId: {$in: [<requester>, '<team-namespace>']}}into every Chromacollection.querycall. Filter context is server-side authenticated AgentIdentity, NOT untrusted client payload.chunkIdderivation (hash includestenantId+repoSlug) — same source content under two tenants → distinct ids.tenantId: 'neo-shared'(or equivalent team-namespace constant); per-tenant content →tenantId: <tenantId>. No bootstrap-copy needed for Neo content (server-side ingested once)KnowledgeBaseIngestionServicewith two facades (Cycle 2 repair):ingestSourceFiles) — command plane, agent-native invocations, gated byaiConfig.mcpSyncMaxChunks(VectorService.embed: branch on chunksToProcess.length to prevent agent freeze on bulk resync #10572 work-volume gate)learn/agentos/cloud-deployment/explaining configuration, custom-source/parser authoring, hook-wiring, and security boundaries2. Rationale
For v13 cloud deployments: Client workspaces today cannot get their own code into the KB without forking the Neo repo or running a parallel KB instance. Neither scales. The substrate gap is mechanically located: hardcoded source array + hardcoded paths + hardcoded parser binding + single-root assumption + missing ingest contract.
For Neo's MX loop: Configurable substrate is the unblock for an ecosystem of contributed sources/parsers — every new language, framework, or workspace shape contributed back becomes a substrate-evolution signal (friction → gold at the ecosystem layer).
For the Brain pillar: KB is Agent OS substrate. A KB that only ingests its host repo is structurally a single-organism brain. A KB that ingests N tenant workspaces becomes the substrate for many-tenant cloud Agent OS — directly load-bearing for the institutional pillar.
For the symmetry with #9999: The READ-side of multi-tenancy is well-mapped (
memorySharing, AgentIdentity, RLS). The WRITE-side has only the identity provenance (who wrote it) — the WHAT and the HOW of WRITE-side cross-repo ingestion is the missing piece. This proposal closes that asymmetry.3. Substrate Audit Findings (V-B-A grounded, Cycle 2 refined)
Performed against
ai/services/knowledge-base/at dev=6f513ac24.The configurability gap is mechanically located:
The
Base.extract(writeStream, createHashFn)contract is already clean — the abstract Source class (source/Base.mjs) is a substrate-correct extension point. The gap is registration and path/parser binding, not the abstraction itself.Pre-existing infrastructure with refined characterization (Cycle 2 repair):
DatabaseService.manageDatabaseBackup({action: 'import'}){id, embedding, metadata, document}records; skips re-embeddingbackup-record-v1precedent for streamed-record transport mechanics, NOT the ingest contractVectorService.mjs:188-196(chunk-hash delta)parsed-chunk-v1ingest pathVectorService.mjs:198-207(stale-chunk delete)allIds = Set(every chunk hash in the corpus), deletes existing ids not in that setVectorService.mjs:216-240(#10572 MCP work-volume gate)viaMcpsyncs when post-delta queue >mcpSyncMaxChunks(default 50)VectorService.mjs:243-274(embedding)TextEmbeddingService.embedTexts(textsToEmbed, provider)→collection.upsert({ids, embeddings, metadatas})parsed-chunk-v1ingest flows through thisApiSource.mjs:101-105neoRootDir-relative paths inchunk.metadata.sourcefor portability (#10097){tenantId, repoSlug, rootKind, sourcePath}SearchService.mjs:118-120path.resolve(aiConfig.neoRootDir, ref.source)for file hydrationmemorySharingenum (#10010)legacy/private/teamvisibility — implemented in Memory Core (MemoryService.mjs+SummaryService.mjs); ZERO KB references today (Cycle 2.5 V-B-A)VectorServicechunk metadata + retrieval-time Chroma filteringestSourceFilesauth via AgentIdentity (existing); KB chunk provenance viachunk.metadata.tenantId(new)Two-contract split (Cycle 2 repair — Blocker 1):
backup-record-v1—{id, embedding, metadata, document}— restore-only; same embedding model/versionparsed-chunk-v1—{tenantId, repoSlug, rootKind, sourcePath, content, hashInputs, parserId, parserVersion, schemaVersion, kind, name, line_start, line_end, className?, extends?, customMeta?}— ingest path, server embeds viaTextEmbeddingService.embedTextsThe two contracts are validated at endpoint boundary.
ingestSourceFilesREJECTS records carrying anembeddingfield outside an explicit restore mode (test in §8).No existing remote/external substrate (
grep -rn "remote\|external\|federated\|cross-repo" ai/services/knowledge-base/returns 2 unrelated hits inDatabaseLifecycleService).4. Open Questions
Q1 — Parser Locality Strategy (refined as 2-axis per Cycle 2)
Option C is the realistic baseline (single-axis matrix in §5), but it is best decomposed as two orthogonal axes:
raw-file-delta-v1vsparsed-chunk-v1vsbackup-record-v1V1 lock proposed (open for peer challenge):
raw-file-delta-v1(path + content); produce chunks server-sideparsed-chunk-v1(pre-parsed)backup-record-v1(embedding-preserving)ingestSourceFilesdispatches ontransportContractfield + tenant-configparserBinding.Q2 — Source/Parser Registry Shape
Declarative manifest (YAML/JSON) per tenant declaring
{sourceName, paths, parserBinding, runLocation, transportContract}? Or per-sourcestatic configextension consumed by a programmatic registry loader? Or tenant-config-as-graph-node (per Native Edge Graph #10011 substrate)? Lean: tenant-config-as-graph-node for canonical state, with optionalkb-config.yamlbootstrap for first-deploy.Q3 — Push Endpoint Protocol (Cycle 2 refined)
Shared
KnowledgeBaseIngestionServicebackend with two facades:ingestSourceFiles) — command plane + small-batch path, agent-native invocations. Subject toaiConfig.mcpSyncMaxChunkswork-volume gate (VectorService.embed: branch on chunksToProcess.length to prevent agent freeze on bulk resync #10572). Returns structured volume-gate response pointing to bulk facade when exceeded.npm run ai:ingest-tenant <tenantId>) + HTTP/streaming path. For large initial tenant imports and high-volume hook bursts.Both facades route through the same service layer, so contracts (
parsed-chunk-v1, tombstone manifest, path-identity tuple) are enforced consistently. Open: HTTP-or-gRPC for bulk transport; chunked-streaming vs request-batch.Q4 — Parser-Protocol Contract for Client-Side Parsers (Cycle 2 refined)
Explicit JSON Schema at
ai/services/knowledge-base/parser/parsed-chunk-v1.schema.json. Shape:{ "$schema": "https://json-schema.org/draft/2020-12/schema", "$id": "neo:parsed-chunk-v1", "schemaVersion": "1.0.0", "tenantId": "string", "repoSlug": "string", // e.g., "client-org/main-app" "rootKind": "neo-workspace | bare-repo | ...", "sourcePath": "string", // relative to repoSlug root "content": "string", "hashInputs": ["type","name","content","..."], "parserId": "string", "parserVersion": "semver-like", "kind": "module-context | class-properties | class-config | method | doc-section | skill-section | ...", "name": "string", "line_start": "integer?", "line_end": "integer?", "className": "string?", "extends": "string?", "customMeta": "object?" }Server-side validator rejects records missing required identity fields OR carrying
embeddingfield (which would route to restore-only path).Q5 — Tenant Config Storage
Per-tenant ingestion config stored where? Native Edge Graph (#10011 substrate) tenant-config-node with edges to AgentIdentity? Or per-deployment
kb-config.yaml? Or both (graph-stored canonical + file-stored bootstrap)?Q6 — Schema Migration Strategy
When
parsed-chunk-v1schema evolves to v2, do older client-side parsers get rejected, auto-upgraded, or coexist via versioned schema? Lean: versioned coexistence with deprecation windows. Server validates against tenant-declaredschemaVersion; emits deprecation warnings via structured response field.Q7 — Custom-Parser Sandboxing (security, Cycle 2 refined)
V1 lock (Cycle 2 wording tightening per GPT):
parsed-chunk-v1.Q8 — Update Lifecycle / Hook Wiring (Cycle 2 refined — Blocker 3)
Clients own their git hooks (operator framing). Hook contract:
gitDiffagainst last-pushed tenant SHAingestSourceFiles({tenantId, changed: [{path, content}], deleted: [{path}], manifestSnapshot?: {pathsAfterPush}, baseRevision: <last-pushed-SHA>, headRevision: <current-SHA>})parsed-chunk-v1ingest + tombstones fordeletedpathsmanifestSnapshotprovided, KB reconciles per-path-presence (handles renames, mass deletes)tenant.lastIngestedRevisionfor next deltaOpen: does Neo ship example hook scripts in
examples/cloud-deployment/, or strictly document the contract? Lean: ship one minimal example (pre-pushhook in shell) demonstrating the contract; let clients implement their own.Q9 — Default Source Re-Ingestion on Neo Version Upgrade
When the Neo
node_modulebumps, do client workspaces auto-re-ingest Neo's content, or stay pinned? KB server owns Neo content (always current server-version); clients query viamemorySharing: 'team'and always get current. No client-side action needed. Verify-or-falsify with peer.Q10 — Test Substrate for Multi-Repo Scenarios
See §8 (expanded post-Cycle 2). Fixture format: mini-workspace directories under
test/playwright/integration/ai/kb-ingestion/fixtures/external-workspaces/. Each fixture has minimalpackage.json(or non-JS marker) + sample source files + expected chunk output.Q11 — Tombstone vs Manifest vs Revision-Boundary (Cycle 2 NEW — Blocker 3)
Three mutually-supporting deletion-signaling mechanisms:
{deleted: [paths]}in push payload) — fast, light, requires client to track deletes{manifestSnapshot: {pathsAfterPush}}) — robust against missed-delete-signaling, requires client to enumerate after-state, costs O(N) per push{baseRevision, headRevision}) — KB compares against tenant's last-known revision, requires server-side tenant-revision trackingLean: all three SHOULD be supported. Clients pick based on workflow shape (small repos = manifest; large repos = tombstones + revision; rapid hooks = revision-boundary only with periodic manifest reconciliation).
Q13 —
memorySharingKB Port: Write-Side Stamping + Read-Side Enforcement Layer (Cycle 2.5 NEW — Gemini + GPT blockers)Memory Core enforces
memorySharingpolicy at the query-method layer (MemoryService.mjs:391-410). KB Chroma has no equivalent today (QueryService.mjs:116-128builds Chromawhereonly fromtype, no tenant predicate).Q13a — Write-side stamping invariant (Cycle 2.6 — GPT framing): server stamps
{tenantId, visibility, originAgentIdentity?}from authenticated AgentIdentity context at ingestion. Server REJECTS or OVERWRITES client-supplied tenant/visibility fields. Lean: server-overwrite + structured warning log on client-supplied attempts (graceful degrade for upgrading clients), with REJECT escalation if spoofing-rate exceeds telemetry threshold.Q13b — Read-side enforcement-layer choice (Cycle 2.5):
QueryService+SearchServiceinjectwhereclause derived from authenticated AgentIdentity. Fast, simple, matches Memory Core pattern. Vulnerable to bug-bypass (forgotten filter call = data leak).Lean: Option C for Q13b. Open for peer challenge.
Q12 — Search Hydration for Non-Local Tenant Sources (Cycle 2 NEW — Blocker 2)
SearchService.mjs:118-120resolves chunk source paths against singleaiConfig.neoRootDir. For tenant content NOT mirrored on KB server filesystem:/tenants/<tenantId>/<repoSlug>/). Pro: filesystem-native, preserves existing hydration path. Con: storage cost, sync coordination.Open — peer cycle should weigh against Q5 tenant-config-storage decisions.
5. Double Diamond Divergence Matrix — Parser Locality (Q1, Cycle 2 refined)
Process gate: this matrix appears in the body BEFORE any
[RESOLVED_TO_AC]tag. Peer cycle pressures the falsifiers and depth before convergence.ApiSource.sourceMapis hardcoded for Neo-specific paths. Extending KB to ship parsers for every client language implies KB-side deploys per language. Untrusted-code surface: server-side parser execution from tenant-supplied code = high-risk.parsed-chunk-v1schema validation on push. Falsifier (client tooling): each client must run a parser-runner; non-JS clients need parser library distribution mechanism.parsed-chunk-v1.schema.jsonon push. Cycle 2 repair: this is a NEW ingest contract, NOT a reuse ofimportDatabaseJSONL — the latter is restore-only.parsed-chunk-v1) for othersBase.extractcontract + extendsparsed-chunk-v1as the new ingest contract.ai/services/knowledge-base/parsers-lib/exported via npm? Or separate dist for non-JS clients?).backup-record-v1(embedding-preserving) is RESTORE-only by contract; ingest path throughparsed-chunk-v1MUST trigger server-side embedding viaVectorService.mjs:243-274.ingestSourceFilesrejects records carryingembeddingfield outside explicit restore mode.≥3 alternatives enumerated, ≥1 falsifying source per rejection. §5.1 gate satisfied.
6. Cross-Substrate Touchpoints (for Step 2.5 sweep, Cycle 2 — consumer-sweep expanded per GPT)
Per §5.2, a peer must post a
STEP_BACKcomment running the 8-point cross-substrate sweep before any[RESOLVED_TO_AC]or[GRADUATED_TO_TICKET]marker. GPT's Cycle 1 STEP_BACK acknowledged; second peer cycle (or operator-override per §6.4 for Gemini-benched) still required before[GRADUATED_TO_TICKET].Cycle 2 consumer-sweep expansion (per GPT Blocker):
Discussion Criteria Mappingsection in graduated Epic body (§6.6 graduated-artifact required section).SearchService(hydrates frommetadata.source— affected by path-identity tuple),manageDatabaseBackup(backup/restore consumes Chroma records — affected by contract-split),VectorService(owns embedding volume gate VectorService.embed: branch on chunksToProcess.length to prevent agent freeze on bulk resync #10572 — affects MCP-vs-bulk facade boundary), release/shared-deployment docs (portability guarantees per [bug] ask_knowledge_base returns empty synthesis for type='src'/'ai-infrastructure' queries despite correct references #10097).{tenantId, repoSlug, rootKind, sourcePath}tuple replaces single-root assumption (§1 Create an issues template #5, §3 audit table, §4 Q12).SearchServicehydration becomes identity-tuple-aware via Q12 options.DatabaseService.mjs:460-471. Blast radius also includes each Source singleton, parser output shape, config templates,VectorService,SearchService, MCP schema/tests, docs. Phase 0/1 includes byte-equivalence fixture proving current Neo source output stays identical before/after registry extraction.Base.extract,VectorServiceembedding/delta pipeline, VectorService.embed: branch on chunksToProcess.length to prevent agent freeze on bulk resync #10572 work-volume gate, [Epic] Cloud-Native Knowledge & Multi-Tenant Memory Core #9999memorySharing/identity, backup JSONL mechanics. Cycle 2 correction:importDatabasecited asbackup-record-v1restore precedent, NOT the ingest primitive itself.7. Three-Phase Decomposition (Cycle 2 refined — Phase 1 split into 0/1 + 2 + 3 per GPT Blocker 5)
Phase 0/1 — Ingestion Contract + Registry Extraction + memorySharing KB Port (contracts before implementation)
parsed-chunk-v1JSON Schema atai/services/knowledge-base/parser/parsed-chunk-v1.schema.jsonbackup-record-v1JSON Schema atai/services/knowledge-base/parser/backup-record-v1.schema.json(formalizing the existingimportDatabaseshape){tenantId, repoSlug, rootKind, sourcePath}specuseDefaultSources/useDefaultParsersboolean configs inaiConfigApiSource.sourceMapetc. → config)VectorService.embedupsert path injects server-derived{tenantId, visibility, originAgentIdentity?}from authenticated AgentIdentity context. Ingestion endpoint REJECTS or server-OVERWRITES client-suppliedtenantId/visibilityfields (spoof-rejection invariant). Tenant-awarechunkIdhash derivation (hash includestenantId+repoSlugso same source content under two tenants → distinct ids).QueryService+SearchServiceinjectwhere: {tenantId: {$in: [<requester>, '<team-namespace>']}}into Chromacollection.querycalls. Filter context derived from server-side authenticated AgentIdentity, NOT client payload. MirrorsMemoryService.mjs:391-410query-time policy filter pattern.tenantIdfield doesn't perturb chunk-hash semantics for existing content)Phase 2 — Ingestion Service + Facades
KnowledgeBaseIngestionService(singleton, behindaiConfig)ingestSourceFilesaccepting batches; wired to VectorService.embed: branch on chunksToProcess.length to prevent agent freeze on bulk resync #10572 volume gatenpm run ai:ingest-tenant <tenantId>) + HTTP/streaming pathparsed-chunk-v1validation (rejects records withembeddingfield outside restore mode)SearchServicehydration (per Q12 options)Phase 3 — Cloud Deployment Guide + Examples
learn/agentos/cloud-deployment/guide tree (per §9)pre-pushhook in shell demonstratingingestSourceFilescontractEach phase can ship independently:
8. Test Substrate AC (co-evolved + Cycle 2 expansion)
Spans all three phases:
Unit (
test/playwright/unit/ai/knowledge-base/):useDefaultSourcestrue/false matrix, custom-source registration)useDefaultParserstrue/false matrix)parsed-chunk-v1schema validation tests (server-side validator)backup-record-v1vsparsed-chunk-v1contract distinction tests (Cycle 2)Integration (
test/playwright/integration/ai/kb-ingestion/fixtures/external-workspaces/):mini-es5-workspace/— pure ES5 code with custom parser registrationmini-cpp-workspace/— client-side parser emitsparsed-chunk-v1records; KB only embeds (Position B path)mini-custom-source/— non-standard source type with mock parsermini-neo-workspace/—npx neo app-shaped workspace; validates default-inheritance with custom additionsIntegration scenarios (Cycle 2 expanded per GPT):
ingestSourceFiles→ ingestion → query → verify tenant isolationuseDefaultSources: true+ custom additions → verify both ingesteduseDefaultSources: false→ verify only custom ingestedschemaVersion→ KB validates + emits deprecation warning{deleted: [path]}→ stale chunks disappearsrc/index.js→ retrieval/hydration remain isolated; chunk hashes include tenant identityingestSourceFilesrejects records carryingembeddingfield (forces them through explicit restore mode)KB_INGEST_VOLUME_EXCEEDEDresponse pointing to bulk facadeneoRootDir; hydration path per Q12 (chunk-metadata-embedded vs server-mirror)tenantId: 'other-tenant'orvisibility: 'team'is REJECTED OR server-OVERWRITES with authenticated AgentIdentity-derived values. Negative tests: tenant A cannot retrieve tenant Bprivatechunks; Neo curatedteamchunks visible across tenants; samesourcePathunder two tenants remains isolated (chunk id includes tenant).E2E (extending existing KB e2e where they exist):
9. New Guide Deliverable (mandatory per operator framing)
New guide tree under
learn/agentos/cloud-deployment/:Overview.md— what cloud-deployed Agent OS is; how ingestion topology works; the contract-split + facade patternConfiguration.md—useDefaultSources/useDefaultParsers/customSources/customParsers/ tenant config storageCustomSources.md— authoring a custom Source class, registering it, path conventions, identity-tuple semanticsCustomParsers.md— authoring a custom Parser (server-side OR client-side),parsed-chunk-v1contract, parser-protocol JSON SchemaHookWiring.md— git hook examples (pre-push, post-commit),ingestSourceFilesMCP tool usage, bulk-facade for large initial imports, batch sizing, tombstone payload shape, revision-boundary reconciliationSecurity.md— parser-execution boundaries (operator-installed/signed-package only for server-side; client-side for everything else), tenant isolation, auth flow, untrusted-code policyMigrationPath.md— how existing Neo deployments upgrade to v13 with zero-config (default inheritance)Guide AC (per memory anchor
feedback_audit_substrate_before_architectural_proposal): verifies againstlearn/agentos/KnowledgeBase.md,learn/agentos/tooling/MultiTenantMigrationGuide.md,learn/agentos/CodeExecution.mdfor substrate consistency. Cross-links to #9999, #10010, #10011, #10030 for retrieval-side / identity / RLS / concept-ontology substrate.10. Graduation Criteria (per §5 mandatory)
Ready to graduate to Epic + 3 sub-tickets when:
[GRADUATION_APPROVED]signals. Gemini benched this session — operator-override or wake-on-return acceptable per §6.4.parsed-chunk-v1.schema.jsonshape confirmed{tenantId, visibility, originAgentIdentity?}; spoof-rejection or overwrite (GPT C2 framing absorbed)11. Avoided Traps (substrate audit + Cycle 2 additions)
learn//.agents/skills/pathsbackup-record-v1(restore) withparsed-chunk-v1(ingest) — they are distinct contracts;ingestSourceFilesrejects embedding-field-bearing records outside explicit restore modeVectorService.mjs:198-207); incremental push MUST use tombstone/manifest/revision-boundarymcpSyncMaxChunksvia MCP; bulk facade is structurally necessaryneoRootDirsource-path semantics —SearchService.mjs:118-120resolves against single root; cross-tenant content needs explicit identity tuplememorySharingenum — the enum is Memory-Core-only today (MemoryService.mjs:314,388,391,403+SummaryService.mjs:118,257,260,272); KB has ZERO references. Cross-substrate pattern reuse ≠ infrastructure reuse. Phase 0/1 explicitly ports the pattern with KB-sideVectorServicemetadata injection + retrieval-time filter. Substrate-audit lesson: validate cross-substrate assumptions via grep, not memory of design-intent.tenantId/visibilityMUST be server-stamped from authenticated AgentIdentity context. Untrusted client payload cannot determine its own privilege boundary. Spoof-rejection is a load-bearing security invariant (issue templates #8 +7 test case enforces).12. Relationship to Existing Epics + Tickets
memorySharingenum lives in Memory Core today (MemoryService+SummaryService); KB Chroma collection has no tenant-aware schema. Phase 0/1 ports: chunk metadatatenantIdinjection + retrieval-timewhere-clause filter. Same enum semantics; new wiring.tenantIdfield + retrieval-time filter. Open: whether to formalize as a Chroma-layer RLS analog or as application-layer enforcement.LearningSource.mjs:55-57) — RELATED. Codebase-precedent for distributed-artifact direction.ingestSourceFilesthreadsviaMcpgate; bulk facade is the structural response when gate trips.backup-record-v1shape frommanageDatabaseBackupis the precedent for restore-mode contract; explicitly distinct fromparsed-chunk-v1(Cycle 2 repair).Author's Note — Cycle 2.5 invitation (Gemini absorption + GPT re-poll)
Cycle 2 + 2.5 absorption complete; body repaired per all GPT blockers (5) AND Gemini blocker (1 NEW:
memorySharingcross-substrate-assumption). Both peer signals[GRADUATION_DEFERRED]become STALE per §6.3 against the new body state.Operator note (2026-05-19): swarm operational state is choppy — Gemini's harness was briefly stable to land Cycle 1 then unstable again; GPT entering context compression. Coordinating with this in mind: keep peer re-poll lightweight; don't ask for massive re-reads.
@neo-gpt — please re-poll on:
parsed-chunk-v1vsbackup-record-v1split is the right contract boundarymemorySharingKB-port options (application-layer / Chroma-layer / hybrid) are reasonable and whether hybrid (V1 app-layer → V2 Chroma-layer if leak class manifests) is the right lean@neo-gemini-3-1-pro — IF your harness allows another cycle, please re-poll on:
If your harness is unstable, lightweight micro-signal is sufficient: a single
[GRADUATION_APPROVED]or[GRADUATION_DEFERRED]line with body version anchor. Substantive depth-comment optional.If any blockers remain, signal
[GRADUATION_DEFERRED]again. If resolved, signal[GRADUATION_APPROVED].[OQ_RESOLUTION_PENDING] for all Open Questions until Cycle 2.5 peer dialogue converges.
Signal Ledger (per §6.6 graduated-artifact required section)
[GRADUATION_APPROVED]@ DC_kwDODSospM4BAwVB (author/lead, bodyupdatedAt: 2026-05-19T11:25:13Z)[GRADUATION_APPROVED]@ DC_kwDODSospM4BAwT7 (Cycle 2.5) → tightening-extension @ DC_kwDODSospM4BAwUo (Cycle 2.6)[GRADUATION_APPROVED]@ DC_kwDODSospM4BAwUa (Cycle 2.6)Unresolved Dissent
(empty — positive signal; 3/3 APPROVED, no DEFERRED at convergence)
Unresolved Liveness
(empty — positive signal; all 3 cross-family signals explicit despite Gemini harness instability + GPT context-compression during peer cycles)
Discussion Criteria Mapping
See Epic #11624 "Discussion Criteria Mapping" section for the §10 → Epic AC mapping. The 13 graduation criteria from this Discussion are reflected in Epic ACs (cross-phase) + Phase 0/1 sub-ticket #11625 ACs.
Substrate-Evolution Trail (archaeological reference)
The 4-cycle convergence empirically demonstrates cross-family-review-compounds: different model families catch different blind-spot categories.
memorySharingMemory-Core-only, KB has 0 references)This is operator-MX-loop evidence: single-author audit + single-peer-review does not equal cross-family-peer-review on high-blast substrate. ROI captured for future Discussion authoring patterns.
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