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liujiayi3703
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mem-search

Query Claude-mem's persistent memory database for past observations, sessions, and prompts.

Updated Jun 18, 2026
Search Tags:#context retrieval#data retrieval#persistent memory#memory search#project search
One-click install
npx skills add https://github.com/liujiayi3703/scientific-research-skills --skill mem-search-liujiayi3703
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mem-search
Source: https://github.com/liujiayi3703/scientific-research-skills/tree/main/library/skills/mem-search
Command: npx skills add https://github.com/liujiayi3703/scientific-research-skills --skill mem-search-liujiayi3703

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users quickly find and retrieve previous work, context, and outcomes from across multiple sessions in Claude-mem's persistent memory database.

Core Features & Use Cases

  • Memory Search: Search Claude-mem's cross-session memory for specific information.
  • Timeline Context: View relevant events leading up to or following a specific point in time.
  • Batch Fetching: Retrieve full details for filtered search results in a single request.
  • Use Case: A user wants to revisit a previous solution for a problem they've encountered, or needs information on past projects related to a particular topic.

Quick Start

Use the mem-search skill to search for the project "Authentication" from last week.

Frequently Asked Questions about mem-search

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

FAQPage Schema
How do I retrieve context from previous sessions in a persistent memory database?▼

To retrieve context from a persistent memory database, you query past observations, sessions, and prompts to find information from previous work across multiple sessions.

Can I batch-fetch full details for filtered memory search results?▼

Yes, you can batch-fetch full details for filtered memory search results, retrieving complete information for multiple matched records in a single request.

How do I view timeline context around a specific event in cross-session memory?▼

Viewing timeline context in cross-session memory allows you to see relevant events leading up to or following a specific point in time within your stored observations.

What is the best way to search past project history by topic?▼

Searching past project history by topic involves querying the persistent memory database with keywords related to a specific project, enabling you to revisit previous solutions and outcomes.

Does this memory search tool require any external dependencies?▼

No, this memory search tool operates without external dependencies, using internal scripts and references to query the cross-session memory database directly.

What limitations exist when retrieving data from a cross-session memory database?▼

Limitations when retrieving data from a cross-session memory database depend on the stored observations and prompts available, as retrieval is constrained to previously recorded session data.

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