ConceptsCore conceptsMemory model

Concept

Memory model

Understand durable facts, decisions, handoffs, and source attribution before choosing an integration.

What XMemo stores

XMemo keeps durable context that stays useful after the current chat or task ends: project facts, decisions, preferences, corrections and handoff notes. Transient conversation noise, one-off answers and raw tool output do not belong in memory.

  • semantic — durable facts and decisions that stay true across sessions.
  • episodic — something that happened, tied to a moment in a task or session.
  • procedural — how a task is performed in this project.
  • working — active state for the task currently in progress.
  • identity — stable information about the owner or the agent itself.

Write a durable memory

A durable write needs the content, a logical path that attaches it to a project or namespace, and the memory type. The path is what later recalls filter on.

remember({
  content: "Use OAuth for hosted ChatGPT connections.",
  path: "projects/memory-os/decisions"
})

Memory types in the SDK

MemoryCandidate.memory_type accepts the same set through the TypeScript SDK, so a normalized agent event carries the type it should be stored under.

import { normalizeAgentEvent, toMemoryCandidate } from '@xmemo/client';

const event = normalizeAgentEvent(
  { type: 'command_completed', command: 'pytest', exit_code: 0, output: '12 passed' },
  { source: 'shell', defaultAgentId: 'codex' },
);

console.log(toMemoryCandidate(event).memory_type); // episodic

Interactive Provenance and Lifecycle Walkthrough (Synthetic Demo)

A step-by-step verifiable lifecycle demonstration showing memory creation, cross-client retrieval, realtime user correction with version supersession (v1 -> v2), token budget protection, soft-deletion tombstoning, and isolated synthetic teardown. Every step is backed by disposable runtime evidence with zero exposure of real user memories:

  • Step 1 [STATE_1_CREATED_ACTIVE_V1]: Agent A (Claude Desktop) writes initial preference with immutable author, instance hash, and device metadata via tools.py::remember — Receipt: Status 200 OK, demo_mem_lifecycle_001@v1, active — Status: [SOURCE_BACKED_PUBLIC_CONTRACT (VERIFIED)] — Boundary: [DEMO_DATA: SYNTHETIC].
  • Step 2 [STATE_2_ACCESSED_ATTRIBUTED]: Agent B (Codex CLI) in the same authorized scope immediately retrieves the memory with citation receipt and zero cross-client drift via tools.py::recall — Receipt: Status 200 OK, cited demo_mem_lifecycle_001@v1 — Status: [SOURCE_BACKED_PUBLIC_CONTRACT (VERIFIED)] — Boundary: [DEMO_DATA: SYNTHETIC].
  • Step 3 [STATE_3_CORRECTED_SUPERSEDED_V2]: User corrects the meeting room and time via tools.py::update_memory. VersionController creates an immutable snapshot of v1 with status='superseded' and bumps active record to v2 — Receipt: Status 200 OK, v2, parent v1, diff: Room Orion -> Room Polaris — Status: [SOURCE_BACKED_PUBLIC_CONTRACT (VERIFIED)] — Boundary: [DEMO_DATA: SYNTHETIC].
  • Step 4 [STATE_4_RETRIEVAL_FILTERED]: Subsequent recall query selects only active v2 while obsolete v1 is strictly filtered out of LLM context window to prevent hallucinations and conserve token budget — Receipt: Status 200 OK, selected v2, superseded v1 excluded — Status: [SOURCE_BACKED_PUBLIC_CONTRACT (VERIFIED)] — Boundary: [DEMO_DATA: SYNTHETIC].
  • Step 5 [STATE_5_TOMBSTONE_DELETED]: Owner marks fact as deleted via tools.py::forget. It is immediately excluded from recall candidate queries and moved to Trash view with Restore action — Receipt: Status 200 OK, status: deleted, candidate_count: 0 — Status: [SOURCE_BACKED_PUBLIC_CONTRACT (VERIFIED)] — Boundary: [DEMO_DATA: SYNTHETIC].
  • Step 6 [STATE_6_RESET_PURGED]: Isolated disposable teardown (reset_synthetic_state) purges demo scope records to exactly 0 residual rows on disk. Personal account hard-reset (POST /api/v1/me/memories/reset) is strictly excluded — Receipt: teardown_status: SUCCESS_PURGED, residual_rows: 0, account_hard_reset_called: FALSE — Status: [SOURCE_BACKED_PUBLIC_CONTRACT (VERIFIED)] — Boundary: [DEMO_DATA: SYNTHETIC].
+------------------------------------------------------------------------------------------------------------------------+
| [PROVENANCE & LIFECYCLE 6-STATE STATE MACHINE: DISPOSABLE HARNESS WALKTHROUGH]                                        |
|                                                                                                                        |
|  Agent A (Claude Desktop)    XMemo FastMCP & Engine           Agent B (Codex CLI)          Demo Owner (Supervising)    |
|  [04f9b8c2 / MacBook]        [VersionController / Scope]      [e81d7a31 / Workstation]     [user:demo_owner]           |
|         |                               |                              |                              |                |
|  (1) remember(sync in Orion)            |                              |                              |                |
|  -------------------------------------> |                              |                              |                |
|         |                          [STATE 1: Created Active v1]        |                              |                |
|  <------------------------------------- |                              |                              |                |
|    Receipt: mem-001@v1                  |                              |                              |                |
|         |                               |      (2) recall(sync)        |                              |                |
|         |                               | <--------------------------- |                              |                |
|         |                               |  [STATE 2: Cited @v1]        |                              |                |
|         |                               | ---------------------------> |                              |                |
|         |                               |   Citation: mem-001@v1       |                              |                |
|         |                               |                              |   (3) update_memory(Polaris) |                |
|         |                               | <---------------------------------------------------------- |                |
|         |                               |                          [STATE 3: Bump v2, Supersede v1]   |                |
|         |                               | ----------------------------------------------------------> |                |
|         |                               |                          Receipt: mem-001@v2 (parent: v1)   |                |
|         |                               |                              |                              |                |
|         |                               |      (4) recall(Polaris)     |                              |                |
|         |                               | <--------------------------- |                              |                |
|         |                               |  [STATE 4: Select v2,        |                              |                |
|         |                               |   Filter superseded v1]      |                              |                |
|         |                               | ---------------------------> |                              |                |
|         |                               |   Citation: mem-001@v2 only  |                              |                |
|         |                               |                              |   (5) forget(mem-001)        |                |
|         |                               | <---------------------------------------------------------- |                |
|         |                               |                          [STATE 5: Tombstone / Trash View]  |                |
|         |                               | ----------------------------------------------------------> |                |
|         |                               |                          Receipt: status=deleted            |                |
|         |                               |                              |                              |                |
|         |                               |   (6) reset_synthetic_state()                               |                |
|         |                               | <---------------------------------------------------------- |                |
|         |                               | [STATE 6: Teardown Purge]                                   |                |
|         |                               | Scope purged: 0 residual rows (account reset excluded)      |                |
|         |                               | ----------------------------------------------------------> |                |
|         |                               | Teardown Status: SUCCESS_PURGED                             |                |
+------------------------------------------------------------------------------------------------------------------------+

Persona flows

ChatGPT user

Give ChatGPT durable access to your XMemo preferences, project facts, decisions, and TODOs without pasting bearer tokens into a chat.

Save a synthetic preference or project note, start a new chat, then ask ChatGPT to recall it through XMemo before continuing work.

Copilot / Codex developer

Carry repo decisions, coding conventions, bug-fix notes, and task history between IDE and CLI agents.

Record a codebase decision or bug fix, then ask the next IDE or CLI agent to recall the relevant XMemo context before editing.

Team / enterprise pilot owner

Evaluate shared memory with account controls, source attribution, export/delete workflows, and reviewer-safe setup evidence.

Have a pilot member save a synthetic team memory, confirm source attribution in XMemo, then review delete/export and support paths.

Source: Introduction