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feat(core): Render memory hierarchically in context.#18350

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joshualitt merged 2 commits intomainfrom
jl/h-mem
Feb 10, 2026
Merged

feat(core): Render memory hierarchically in context.#18350
joshualitt merged 2 commits intomainfrom
jl/h-mem

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Fixes #16999

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Summary of Changes

Hello @joshualitt, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly refactors how the Gemini CLI manages and presents contextual memory. By introducing a hierarchical memory model, the system can now differentiate between global, extension-specific, and project-level instructions and information. This change improves the clarity and organization of context provided to the underlying AI model, enabling more precise and context-aware responses, and addresses the need for a defined conflict resolution strategy when multiple context sources are present.

Highlights

  • Hierarchical Memory Structure: Implemented a new 'HierarchicalMemory' type to categorize context into global, extension, and project levels, replacing the previous flat string memory.
  • Context Manager Enhancements: The 'ContextManager' now independently loads and manages global, extension, and project-specific memory, providing a more granular control over context.
  • System Prompt Integration: The system prompt generation has been updated to render hierarchical memory using distinct XML tags ('<global_context>', '<extension_context>', '<project_context>'), ensuring clear separation and prioritization of context sources.
  • Conflict Resolution Mechanism: A new rule has been added to the core mandates of the system prompt, establishing a clear priority for resolving conflicting instructions: project context > extension context > global context.
  • Memory Flattening Utility: Introduced a 'flattenMemory' utility function to convert the new hierarchical memory structure back into a single string, primarily for display purposes in the CLI and for compatibility with existing components.
Changelog
  • packages/a2a-server/src/config/config.test.ts
    • Updated the mock for 'loadServerHierarchicalMemory' to return a structured 'HierarchicalMemory' object instead of a simple string.
  • packages/a2a-server/src/config/config.ts
    • Imported the 'HierarchicalMemory' type.
    • Adjusted the return type of 'loadServerHierarchicalMemory' to 'HierarchicalMemory'.
  • packages/cli/src/config/config.ts
    • Imported the 'HierarchicalMemory' type.
    • Updated the 'memoryContent' variable to accept 'string | HierarchicalMemory'.
  • packages/cli/src/ui/AppContainer.tsx
    • Imported the 'flattenMemory' utility.
    • Modified memory display logic to use 'flattenMemory' for presenting refreshed memory content.
  • packages/cli/src/ui/commands/memoryCommand.test.ts
    • Imported the 'flattenMemory' utility.
    • Updated test mocks and 'showMemory' implementation to utilize 'flattenMemory' for consistent memory representation.
  • packages/cli/src/ui/hooks/useShowMemoryCommand.ts
    • Imported the 'flattenMemory' utility.
    • Applied 'flattenMemory' to 'currentMemory' before logging and displaying it in the UI.
  • packages/core/src/commands/memory.test.ts
    • Updated 'refreshMemory' mock to return a 'HierarchicalMemory' object.
  • packages/core/src/commands/memory.ts
    • Imported the 'flattenMemory' utility.
    • Ensured 'showMemory' and 'refreshMemory' commands flatten the hierarchical memory before processing or displaying.
  • packages/core/src/config/config.test.ts
    • Enhanced the 'ContextManager' mock to include 'getExtensionMemory'.
    • Modified 'config.getUserMemory()' expectation to return a 'HierarchicalMemory' object.
  • packages/core/src/config/config.ts
    • Imported the 'HierarchicalMemory' type.
    • Updated 'ConfigParameters.userMemory' and 'Config.userMemory' to support 'string | HierarchicalMemory'.
    • Refactored 'getUserMemory' to return a 'HierarchicalMemory' object when JIT context is enabled, combining global, extension, and project memory.
    • Updated 'setUserMemory' to accept 'string | HierarchicalMemory'.
  • packages/core/src/config/memory.ts
    • New file: Defined the 'HierarchicalMemory' interface.
    • New function: Implemented 'flattenMemory' to convert 'HierarchicalMemory' into a single string, with section headers for clarity.
  • packages/core/src/core/snapshots/prompts.test.ts.snap
    • Updated snapshots to include the new hierarchical memory rendering with XML tags and the conflict resolution rule.
  • packages/core/src/core/client.test.ts
    • Adjusted test expectations for 'mockGetCoreSystemPrompt' to reflect the use of flattened memory.
  • packages/core/src/core/client.ts
    • Simplified the logic for retrieving 'systemMemory' by consistently using 'this.config.getUserMemory()'.
  • packages/core/src/core/prompts.test.ts
    • Added new tests to verify the correct rendering of hierarchical memory with XML tags and the inclusion of conflict resolution rules in the system prompt.
  • packages/core/src/core/prompts.ts
    • Imported the 'HierarchicalMemory' type.
    • Updated 'getCoreSystemPrompt' to accept 'userMemory' as 'string | HierarchicalMemory'.
  • packages/core/src/index.ts
    • Exported the new 'memory.js' module from the 'config' directory.
  • packages/core/src/prompts/promptProvider.ts
    • Imported the 'HierarchicalMemory' type.
    • Updated 'getCoreSystemPrompt' to accept 'userMemory' as 'string | HierarchicalMemory'.
  • packages/core/src/prompts/snippets.ts
    • Imported the 'HierarchicalMemory' type.
    • Added a "Conflict Resolution" mandate to 'renderCoreMandates' to define priority for hierarchical context.
    • Modified 'renderUserMemory' to intelligently render 'HierarchicalMemory' with XML tags for each level (global, extension, project).
  • packages/core/src/services/contextManager.test.ts
    • Updated mocks for 'memoryDiscovery' to include 'loadExtensionMemory'.
    • Modified 'getExtensionLoader' mock to return an object with a 'getExtensions' method.
  • packages/core/src/services/contextManager.ts
    • Imported 'loadExtensionMemory'.
    • Introduced 'extensionMemory' and 'projectMemory' private fields.
    • Refactored the 'refresh' method to load global, extension, and project memory independently.
    • Added 'loadExtensionMemory' and 'loadProjectMemory' private methods.
    • Updated 'getEnvironmentMemory' to return 'projectMemory'.
  • packages/core/src/utils/memoryDiscovery.test.ts
    • Imported 'flattenMemory' and 'HierarchicalMemory'.
    • Introduced a 'flattenResult' helper function to simplify test assertions.
    • Updated numerous tests to use 'flattenResult' and expect the new hierarchical memory structure.
  • packages/core/src/utils/memoryDiscovery.ts
    • Imported 'HierarchicalMemory'.
    • Added a new 'loadExtensionMemory' function to retrieve context files from active extensions.
    • Updated 'LoadServerHierarchicalMemoryResponse' interface to use 'HierarchicalMemory' for 'memoryContent'.
    • Refactored 'loadServerHierarchicalMemory' to separate global, project, and extension paths, and to return a 'HierarchicalMemory' object.
    • Modified 'refreshServerHierarchicalMemory' to correctly handle and set the new hierarchical memory structure.
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github-actions Bot commented Feb 5, 2026

Size Change: +6.13 kB (+0.03%)

Total Size: 23.9 MB

Filename Size Change
./bundle/gemini.js 23.9 MB +6.13 kB (+0.03%)
ℹ️ View Unchanged
Filename Size
./bundle/sandbox-macos-permissive-closed.sb 1.03 kB
./bundle/sandbox-macos-permissive-open.sb 890 B
./bundle/sandbox-macos-permissive-proxied.sb 1.31 kB
./bundle/sandbox-macos-restrictive-closed.sb 3.29 kB
./bundle/sandbox-macos-restrictive-open.sb 3.36 kB
./bundle/sandbox-macos-restrictive-proxied.sb 3.56 kB

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Code Review

This pull request refactors the memory management to support a hierarchical structure (global, extension, project), which is a great improvement for context organization. The changes are consistently applied across the codebase, from data loading to UI display. I've identified a performance improvement opportunity in how project memory is loaded, where extension context files are read and then discarded. My suggestion refactors this to avoid unnecessary file operations, making the process more efficient.

Comment thread packages/core/src/services/contextManager.ts Outdated
@gemini-cli gemini-cli Bot added area/agent Issues related to Core Agent, Tools, Memory, Sub-Agents, Hooks, Agent Quality 🔒 maintainer only ⛔ Do not contribute. Internal roadmap item. labels Feb 5, 2026
@joshualitt joshualitt force-pushed the jl/h-mem branch 2 times, most recently from 7f38add to d942858 Compare February 5, 2026 01:04
@joshualitt joshualitt marked this pull request as ready for review February 5, 2026 16:38
@joshualitt joshualitt requested a review from a team as a code owner February 5, 2026 16:38
Comment thread packages/core/src/config/memory.ts Outdated
Comment thread packages/core/src/core/__snapshots__/prompts.test.ts.snap Outdated
Comment thread packages/core/src/utils/memoryDiscovery.ts Outdated
Comment thread packages/core/src/utils/memoryDiscovery.ts Outdated
Comment thread packages/core/src/utils/memoryDiscovery.ts Outdated
Comment thread packages/core/src/utils/memoryDiscovery.ts Outdated
@joshualitt joshualitt force-pushed the jl/h-mem branch 4 times, most recently from cbde7c1 to f135360 Compare February 5, 2026 21:39
Comment thread evals/hierarchical_memory.eval.ts Outdated
@joshualitt joshualitt force-pushed the jl/h-mem branch 7 times, most recently from b155c34 to b996945 Compare February 9, 2026 21:26
@joshualitt joshualitt added this pull request to the merge queue Feb 9, 2026
@joshualitt joshualitt removed this pull request from the merge queue due to a manual request Feb 9, 2026
@joshualitt joshualitt added this pull request to the merge queue Feb 9, 2026
@github-merge-queue github-merge-queue Bot removed this pull request from the merge queue due to a conflict with the base branch Feb 9, 2026
@joshualitt joshualitt force-pushed the jl/h-mem branch 2 times, most recently from a2ae38e to f214fa6 Compare February 10, 2026 00:04
@joshualitt joshualitt added this pull request to the merge queue Feb 10, 2026
@joshualitt joshualitt removed this pull request from the merge queue due to a manual request Feb 10, 2026
@joshualitt joshualitt added this pull request to the merge queue Feb 10, 2026
Merged via the queue into main with commit 89d4556 Feb 10, 2026
26 checks passed
@joshualitt joshualitt deleted the jl/h-mem branch February 10, 2026 02:11
krsjenmt added a commit to krsjenmt/gemini-cli that referenced this pull request Feb 11, 2026
* Fix newline insertion bug in replace tool (google-gemini#18595)

* fix(evals): update save_memory evals and simplify tool description (google-gemini#18610)

* chore(evals): update validation_fidelity_pre_existing_errors to USUALLY_PASSES (google-gemini#18617)

* fix: shorten tool call IDs and fix duplicate tool name in truncated output filenames (google-gemini#18600)

* feat(cli): implement atomic writes and safety checks for trusted folders (google-gemini#18406)

* Remove relative docs links (google-gemini#18650)

* docs: add legacy snippets convention to GEMINI.md (google-gemini#18597)

* fix(chore): Support linting for cjs (google-gemini#18639)

Co-authored-by: Gal Zahavi <38544478+galz10@users.noreply.github.com>

* feat: move shell efficiency guidelines to tool description (google-gemini#18614)

* Added "" as default value, since getText() used to expect a string only and thus crashed when undefined...  Fixes google-gemini#18076   (google-gemini#18099)

* Allow @-includes outside of workspaces (with permission) (google-gemini#18470)

* chore: make `ask_user` header description more clear (google-gemini#18657)

* bug(core): Fix minor bug in migration logic. (google-gemini#18661)

* Harded code assist converter. (google-gemini#18656)

* refactor(core): model-dependent tool definitions (google-gemini#18563)

* feat: enable plan mode experiment in settings (google-gemini#18636)

* refactor: push isValidPath() into parsePastedPaths() (google-gemini#18664)

* fix(cli): correct 'esc to cancel' position and restore duration display (google-gemini#18534)

* feat(cli): add DevTools integration with gemini-cli-devtools (google-gemini#18648)

* chore: remove unused exports and redundant hook files (google-gemini#18681)

* Fix number of lines being reported in rewind confirmation dialog (google-gemini#18675)

* feat(cli): disable folder trust in headless mode (google-gemini#18407)

* Disallow unsafe type assertions (google-gemini#18688)

* Change event type for release (google-gemini#18693)

* feat: handle multiple dynamic context filenames in system prompt (google-gemini#18598)

* Properly parse at-commands with narrow non-breaking spaces (google-gemini#18677)

* refactor(core): centralize core tool definitions and support model-specific schemas (google-gemini#18662)

* feat(core): Render memory hierarchically in context. (google-gemini#18350)

* feat: Ctrl+O to expand paste placeholder (google-gemini#18103)

* fix(cli): Improve header spacing (google-gemini#18531)

* Feature/quota visibility 16795 (google-gemini#18203)

* docs: remove TOC marker from Plan Mode header (google-gemini#18678)

* Inline thinking bubbles with summary/full modes (google-gemini#18033)

Co-authored-by: Jacob Richman <jacob314@gmail.com>

* fix(ui): remove redundant newlines in Gemini messages (google-gemini#18538)

* test(cli): fix AppContainer act() warnings and improve waitFor resilience (google-gemini#18676)

* refactor(core): refine Security & System Integrity section in system prompt (google-gemini#18601)

* Fix layout rounding. (google-gemini#18667)

* docs(skills): enhance pr-creator safety and interactivity (google-gemini#18616)

* test(core): remove hardcoded model from TestRig (google-gemini#18710)

* feat(core): optimize sub-agents system prompt intro (google-gemini#18608)

* feat(cli): update approval mode labels and shortcuts per latest UX spec (google-gemini#18698)

* fix(plan): update persistent approval mode setting (google-gemini#18638)

Co-authored-by: Sandy Tao <sandytao520@icloud.com>

* fix: move toasts location to left side (google-gemini#18705)

* feat(routing): restrict numerical routing to Gemini 3 family (google-gemini#18478)

* fix(ide): fix ide nudge setting (google-gemini#18733)

* fix(core): standardize tool formatting in system prompts (google-gemini#18615)

* chore: consolidate to green in ask user dialog (google-gemini#18734)

* feat: add `extensionsExplore` setting to enable extensions explore UI. (google-gemini#18686)

* feat(cli): defer devtools startup and integrate with F12 (google-gemini#18695)

* ui: update & subdue footer colors and animate progress indicator (google-gemini#18570)

* test: add model-specific snapshots for coreTools (google-gemini#18707)

Co-authored-by: matt korwel <matt.korwel@gmail.com>

* ci: shard windows tests and fix event listener leaks (google-gemini#18670)

* fix: allow `ask_user` tool in yolo mode (google-gemini#18541)

* feat: redact disabled tools from system prompt (google-gemini#13597) (google-gemini#18613)

* Update Gemini.md to use the curent year on creating new files (google-gemini#18460)

* Code review cleanup for thinking display (google-gemini#18720)

* fix(cli): hide scrollbars when in alternate buffer copy mode (google-gemini#18354)

Co-authored-by: Jacob Richman <jacob314@gmail.com>

* Fix issues with rip grep (google-gemini#18756)

* fix(cli): fix history navigation regression after prompt autocomplete (google-gemini#18752)

* chore: cleanup unused and add unlisted dependencies in packages/cli (google-gemini#18749)

* Fix issue where Gemini CLI creates tests in a new file (google-gemini#18409)

* feat(telemetry): Ensure experiment IDs are included in OpenTelemetry logs (google-gemini#18747)

* feat(ux): added text wrapping capabilities to markdown tables (google-gemini#18240)

Co-authored-by: jacob314 <jacob314@gmail.com>

* Revert "fix(mcp): ensure MCP transport is closed to prevent memory leaks" (google-gemini#18771)

* chore(release): bump version to 0.30.0-nightly.20260210.a2174751d (google-gemini#18772)

* chore: cleanup unused and add unlisted dependencies in packages/core (google-gemini#18762)

* chore(core): update activate_skill prompt verbiage to be more direct (google-gemini#18605)

* Add autoconfigure memory usage setting to the dialog (google-gemini#18510)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* fix(core): prevent race condition in policy persistence (google-gemini#18506)

Co-authored-by: Allen Hutchison <adh@google.com>

* fix(evals): prevent false positive in hierarchical memory test (google-gemini#18777)

* test(evals): mark all `save_memory` evals as `USUALLY_PASSES` due to unreliability (google-gemini#18786)

* feat(cli): add setting to hide shortcuts hint UI (google-gemini#18562)

* feat(core): formalize 5-phase sequential planning workflow (google-gemini#18759)

* Introduce limits for search results. (google-gemini#18767)

---------

Co-authored-by: Andrew Garrett <andrewgarrett@google.com>
Co-authored-by: N. Taylor Mullen <ntaylormullen@google.com>
Co-authored-by: Sandy Tao <sandytao520@icloud.com>
Co-authored-by: Gal Zahavi <38544478+galz10@users.noreply.github.com>
Co-authored-by: christine betts <chrstn@uw.edu>
Co-authored-by: Aswin Ashok <aswwwin@google.com>
Co-authored-by: Abhijith V Ashok <abhi2349jith@gmail.com>
Co-authored-by: Tommaso Sciortino <sciortino@gmail.com>
Co-authored-by: Jack Wotherspoon <jackwoth@google.com>
Co-authored-by: joshualitt <joshualitt@google.com>
Co-authored-by: Jacob Richman <jacob314@gmail.com>
Co-authored-by: Aishanee Shah <aishaneeshah@gmail.com>
Co-authored-by: Jerop Kipruto <jerop@google.com>
Co-authored-by: Adib234 <30782825+Adib234@users.noreply.github.com>
Co-authored-by: Christian Gunderman <gundermanc@gmail.com>
Co-authored-by: g-samroberts <158088236+g-samroberts@users.noreply.github.com>
Co-authored-by: Spencer <spencertang@google.com>
Co-authored-by: Dmitry Lyalin <dmitry.lyalin@lyalin.com>
Co-authored-by: matt korwel <matt.korwel@gmail.com>
Co-authored-by: Shreya Keshive <shreyakeshive@google.com>
Co-authored-by: Sri Pasumarthi <111310667+sripasg@users.noreply.github.com>
Co-authored-by: Keith Guerin <keithguerin@gmail.com>
Co-authored-by: Sehoon Shon <sshon@google.com>
Co-authored-by: Adam Weidman <65992621+adamfweidman@users.noreply.github.com>
Co-authored-by: Kevin Ramdass <ramdass.kevin@gmail.com>
Co-authored-by: Dev Randalpura <devrandalpura@google.com>
Co-authored-by: gemini-cli-robot <gemini-cli-robot@google.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Brad Dux <959674+braddux@users.noreply.github.com>
Co-authored-by: Allen Hutchison <adh@google.com>
Co-authored-by: Abhijit Balaji <abhijitbalaji@google.com>
kuishou68 pushed a commit to iOfficeAI/aioncli that referenced this pull request Feb 27, 2026
liamhelmer pushed a commit to badal-io/gemini-cli that referenced this pull request Mar 12, 2026
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[Context Mgmt] Refactor GEMINI.md Context Loading to be Hierarchical

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