Document explicit memory destinations and membership privacy
Record merged Python client and remaining publication gates
Document the Python core MCP client and verification workflow
Publish session ingestion wiki with pending code status
Document session evaluation model policy and phase deadlines
Record the approved homonym role ground truth
Document the approved exact-predicate Remember evaluation control
Document private session ingestion pending publication
Finalize enterprise export documentation after PR merge
Document required remote latency gate and approved tolerance
Document safe enterprise exports and validation waiver
docs: refresh wiki for current Dense-Mem behavior
Refactor telemetry and documentation for v2.6.1 synchronous Remember lifecycle - Updated Telemetry.md to clarify telemetry metrics and their meanings, focusing on synchronous Remember calls and terminal outcomes. - Revised Using-Dense-Mem.md to reflect the synchronous nature of the Remember function and its immediate return of terminal outcomes. - Enhanced Vector-Search-And-Ranking.md to specify the embedding process for v2.6.1 and its implications on search document states. - Modified Write-Pipeline.md to detail the synchronous Remember lifecycle, including the handling of submission statuses and the terminal result structure. - Clarified the public status contract and error handling in the Remember process, ensuring accurate representation of operational failures and quarantine procedures.
Refactor documentation for Remember assessor and v2.6 contract updates - Updated terminology from "normalizer" to "assessor" throughout Request-Lifecycle-And-Security.md and Technical-Reference.md. - Clarified the role of the Remember assessor in handling structured requests and responses, including grounding repair and predicate reconciliation. - Revised sections to emphasize the closed-schema validation and the rejection criteria for submissions. - Enhanced telemetry documentation to reflect changes in metrics related to Remember acknowledgements and assessment outcomes. - Adjusted examples in Using-Dense-Mem.md and Write-Pipeline.md to align with the new v2.6 contract requirements, including idempotency key usage and evidence handling. - Removed references to deprecated features and clarified the operational boundaries for submissions and assessments.
docs: document architecture conformance
Refactor documentation for clarity and accuracy across multiple files - Updated "Portals And API Keys" to reflect changes in correction workflows and removed outdated placement review sections. - Revised "Quick Start" to clarify upgrade processes and migration boundaries, emphasizing the importance of batch submissions. - Enhanced "Recall Feedback" to include new snapshot retention requirements and feedback submission constraints. - Adjusted "Recall Ranking" references for consistency in technical documentation. - Modified "Relationship Model And Lifecycle" to clarify submission processes and error handling, including updates to flowcharts. - Updated "Request Lifecycle And Security" to reflect changes in normalizer responses and submission handling. - Revised "Technical Reference" to clarify submission requirements and error handling, removing references to outdated processes. - Adjusted "Telemetry" metrics to align with recent changes in submission dispositions. - Updated "Using Dense Mem" to clarify the normalizer's role and submission processes, removing references to outdated states. - Revised "Write Pipeline" to reflect changes in submission handling, including the removal of the awaiting review state and updates to error handling.
Enhance documentation for private-memory features and OAuth integration - Added `MCP_PUBLIC_BASE_URL` and `PRIVATE_MEMORY_RETENTION_DAYS` to Configuration.md with detailed descriptions. - Expanded Data-Model-And-Storage.md to include private-memory lifecycle and erasure processes. - Introduced OAuth and private-erasure end-to-end testing scenarios in Development-And-Testing.md. - Updated MCP-Clients.md to clarify team-scoped and unscoped MCP URLs, OAuth protected-resource discovery, and authentication requirements. - Documented migration details and submission diagnostics in Operations-Runbook.md. - Added private-memory erasure operations and API details in Portals-And-API-Keys.md. - Clarified OAuth bearer authentication for MCP in Request-Lifecycle-And-Security.md. - Specified private-memory erasure boundaries and operations in Technical-Reference.md. - Updated User-Portal-SSO.md to include new routes for private-memory erasure and credential deletion. - Enhanced Using-Dense-Mem.md with detailed status response information for submissions.
Refactor documentation for Dense-Mem API and workflows - Updated the Request-Lifecycle-And-Security.md to clarify untrusted prompt data and added Memory Space Authorization section. - Revised Technical-Reference.md to enhance clarity on contract principles, relationship requirements, and evidence handling. - Enhanced User-Portal-SSO.md with new endpoints for credential management and clarified SSO member session behavior. - Improved Using-Dense-Mem.md to reflect changes in evidence submission and relationship proposals, emphasizing logical relationships. - Updated Write-Pipeline.md to align with new evidence and relationship handling, including changes to submission states and assessment processes.
docs: enhance documentation for v2.5 identity model, migration history, and error handling
docs: align wiki with audit remediation
Document supporter conflict queue and resolution policy
docs: enhance documentation on conflict positions, migration processes, and CI checks for clarity and completeness
docs: update multiple documentation files for clarity and accuracy
docs: enhance clarity and detail in multiple documentation files
Refactor documentation across multiple files to enhance clarity and accuracy - Updated Operations-Runbook.md to clarify compatibility holds and semantic commit processes. - Revised Portals-And-API-Keys.md to detail API-key session management and cookie handling. - Adjusted PostgreSQL-Cluster-Safe-Schema.md to reflect changes in memory-pack export metadata. - Enhanced Public-HTTPS-And-Redis.md with details on cookie security and Traefik routing. - Modified Quick-Start.md to specify the absence of legacy placement and review tools. - Clarified Relationship-Model-And-Lifecycle.md regarding assessor responses and submission holds. - Updated Request-Lifecycle-And-Security.md to improve descriptions of session management and quarantine processes. - Revised Technical-Reference.md to remove deprecated memory-pack operations and clarify submission handling. - Enhanced User-Portal-SSO.md with details on API-key portal session management. - Updated Using-Dense-Mem.md to clarify status responses and quarantine handling. - Refined Write-Pipeline.md to improve explanations of semantic hold lifecycles and assessment processes.
Refine data model and security event descriptions, enhance development documentation, and clarify community assembly processes - Updated `evidence_security_events` to specify the nature of append-only scans and audit events. - Improved clarity in the Development and Testing documentation regarding injection boundaries and quarantine processes. - Enhanced the Evaluation document to specify the conditions under which unsafe corpus input is rejected. - Revised the Home documentation to better outline the intake rejection and submission processes. - Expanded the Recall Ranking document to clarify community assembly and relationship fallback mechanisms. - Updated the Relationship Model and Lifecycle documentation to reflect changes in evidence security event handling. - Clarified request lifecycle and security processes, emphasizing the role of deterministic scans and quarantine protocols. - Improved the Write Pipeline documentation to specify conditions for intake rejections and the handling of hidden controls.
docs: define assessor correction and provider retries
Document V2.4 one-call placement architecture
docs: clarify semantic memory tool visibility and HTTP route restrictions
Document tier-free Relationship architecture