mem-search

Search and filter cross-session memory to fetch full context details.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/sheehe/coase --skill mem-search-sheehe
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mem-search
Source: https://github.com/sheehe/coase/tree/main/resources/plugins/coase-builtin/skills/mem-search
Command: npx skills add https://github.com/sheehe/coase --skill mem-search-sheehe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Memory search across all sessions for relevant context, enabling continuity and auditability of prior work.

Core Features & Use Cases

  • Search across all sessions to locate past results and decisions.
  • Filter results and fetch full context for selected items to inform current work.
  • Use case: recheck how a problem was solved in a previous session to reuse or adapt that solution.

Quick Start

Ask the AI to search across all sessions for a given topic, filter results, and fetch full context from memory.

Frequently Asked Questions about mem-search

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

FAQPage Schema
How do I search across past sessions to find previous work context?

You can search across past sessions by querying a cross-session memory index, applying project filters and timeline context, and using batch fetch to retrieve full details of relevant past work.

What is cross-session memory retrieval used for?

Cross-session memory retrieval is used to locate past results and decisions across projects, enabling continuity and auditability by fetching full context to inform current work.

Can I filter memory search results by specific projects?

Yes, you can filter memory search results by specific projects using project filters, and you can also apply limits and timeline context to narrow down the retrieved cross-session data.

How do I fetch full details for selected items from memory search results?

To fetch full details for selected items, use the batch fetch functionality after filtering your cross-session memory search results, allowing you to retrieve complete context for chosen entries.

What is the best way to reuse a solution from a previous session?

The best way to reuse a previous solution is to search across all sessions for the topic, filter the memory results, and fetch the full context to recheck how the problem was solved before.

Does cross-session memory search require any external dependencies?

No, cross-session memory search operates without external dependencies, relying entirely on its internal cross-session memory index to locate, filter, and retrieve past work context.