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mem0-tour

Browses and groups all stored mem0 memories by category for a project.

Updated Jun 29, 2026
Search Tags:#semantic search#opencode#project knowledge#mem0#memory browsing#memory categories
One-click install
npx skills add https://github.com/nhatnguyen1122/Agent-Memory-Eval --skill mem0-tour-nhatnguyen1122
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mem0-tour
Source: https://github.com/nhatnguyen1122/Agent-Memory-Eval/tree/main/mem0/integrations/mem0-plugin/.opencode-plugin/opencode-skills/mem0-tour
Command: npx skills add https://github.com/nhatnguyen1122/Agent-Memory-Eval --skill mem0-tour-nhatnguyen1122

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? When mem0 accumulates hundreds of stored memories across a project, it becomes hard to know what decisions, conventions, and learnings have been captured. This Skill gives you a structured overview of everything mem0 knows about your project, grouped by category. ## Core Features & Use Cases - Full Project Tour: Fetches all memories for the current project, groups them by platform category or metadata type, and displays counts plus top entries per group. - Peek Mode Search: Pass a query (e.g., auth middleware) to get compact, deduplicated one-liner search results from broad and targeted semantic searches. - Cross-Project Mode: Use the --all-projects flag to browse memories across every project, grouped first by app_id and then by category. - Use Case: Onboarding onto an existing codebase — run the tour to instantly see recorded architecture decisions, anti-patterns, coding conventions, and tooling setup notes captured by previous sessions. ## Quick Start Ask the assistant to run /mem0-tour to show everything mem0 has stored for the current project.

Frequently Asked Questions about mem0-tour

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I see all memories mem0 has stored for my project?▼

Run /mem0-tour with no arguments. It fetches all memories for the current project using get_memories, groups them by category such as architecture decisions or coding conventions, and displays counts with the top five entries per group.

How do I search mem0 memories for a specific topic?▼

Pass a query to /mem0-tour, for example /mem0-tour auth middleware. This triggers peek mode, which runs broad and targeted semantic searches, deduplicates results, and shows compact one-line entries with type, date, and memory ID.

Can I view mem0 memories across multiple projects?▼

Yes, use the --all-projects flag, such as /mem0-tour --all-projects. It fetches memories filtered only by user_id without an app_id filter, groups results by project first, and marks the current project in the output.

Why are some memories missing when filtering by metadata type?▼

The mem0 platform auto-assigns categories that may not have an explicit metadata.type field. Filtering on metadata.type misses auto-categorized memories, so the tour relies on the platform categories field first and uses metadata.type only as a fallback.

What happens if no memories exist for a project?▼

The tour prints an empty-state message indicating no memories are stored for the project and suggests continuing work so mem0 captures learnings automatically, or using /mem0-remember to save something manually.

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