docs update for profile buckets and inferred memory review

[sohamd22]

TL;DR

Adds documentation for the Memory Review endpoints and Profile Buckets feature.

What changed?

Memory Review (memory-review.mdx)

• Added a new documentation page covering the two inferred memory review endpoints: GET /v3/container-tags/{containerTag}/inferred and POST /v3/container-tags/{containerTag}/inferred/{memoryId}/review.
• Documents the three review actions (approve, decline, undo) and how each affects search ranking and memory state (isInference, isForgotten, reviewStatus).
• Includes request/response examples in both fetch and cURL, a field reference table, error codes, and a collapsible React Query hooks example for building a review UI.
• Registered the new page in docs.json under the "Manage Content" group and linked to it from the Memory Operations next steps.

Profile Buckets (user-profiles.mdx)

• Added a "Profile Buckets" section explaining custom topical categories (preferences, goals, work, etc.) as a complement to static/dynamic profile sections.
• Documents the include, buckets, and filters query parameters on the profile endpoint.
• Covers the GET /v4/profile/buckets endpoint for listing configured bucket definitions, with request/response examples and a field reference.
• Explains the [Recent] / [Summary] label convention used in bucket and dynamic profile entries.
• Updated the ProfileResponse TypeScript interface to mark static and dynamic as optional and add the buckets field.

How to test?

• Navigate to the docs site and confirm "Memory Review" appears in the sidebar under "Manage Content".
• Verify all code examples render correctly and tabs switch between fetch and cURL variants.
• Confirm the React Query accordion expands and displays the TypeScript snippet.
• Check that the Profile Buckets section renders inline within the User Profiles page, including the response JSON blocks and the tip/note callouts.

Why make this change?

Inferred (derived) graph memories are down-weighted in search until reviewed, but there was no documentation explaining how to surface or act on them. Similarly, profile buckets were a shipped feature with no public-facing docs. These additions give developers the reference material needed to build review UIs and use topical bucket filtering in their integrations.

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[sohamd22]

• docs update for profile buckets and inferred memory review #1158 👈 (View in Graphite)
• main

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[claude]

Claude finished @sohamd22's task in 47s —— View job

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Review Complete

• Analyze PR diff for documentation changes
• Check for any issues in code examples
• Verify JSON/TypeScript syntax in examples
• Post review summary

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Overview: Adds documentation for Memory Review endpoints and Profile Buckets feature.

Issues found: None — this looks good to ship.

This is a documentation-only PR with no executable code. I verified:

• memory-review.mdx: New page documenting the inferred memory review queue (GET /v3/container-tags/{containerTag}/inferred) and review action endpoint (POST .../inferred/{memoryId}/review). Code examples in fetch/cURL are syntactically correct, TypeScript React Query hooks are valid, and the JSON response schemas are well-formed.

• user-profiles.mdx: Profile Buckets section with correct code examples. The TypeScript interface update properly marks static and dynamic as optional (since include filtering can omit them) and adds the buckets field.

• docs.json: Correctly registers the new page in the sidebar under "Manage Content".

• memory-operations.mdx: Appropriate cross-link added to Next Steps.

All API endpoint paths, query parameters, and response structures are internally consistent throughout the documentation.

Score: 10/10

[cloudflare-workers-and-pages]

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Status	Name	Latest Commit	Updated (UTC)
✅ Deployment successful! View logs	supermemory-mcp	c655e41	Jun 24 2026, 12:19 PM

[claude]

Overview: Adds documentation for Memory Review endpoints and Profile Buckets feature.

Issues found: None — this looks good to ship.

This is a documentation-only PR with no executable code. The changes include:

• New memory-review.mdx documenting the inferred memory review queue and review action endpoints
• Profile Buckets section added to user-profiles.mdx with clear examples
• Proper sidebar registration in docs.json
• Cross-linking from memory operations

The code examples are well-structured with consistent fetch/cURL tabs, the field reference tables are complete, and the TypeScript interface updates correctly reflect the optional nature of static/dynamic when using include filtering.

Score: 10/10

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