mem-search

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

Updated Apr 15, 2026

Search Tags:#workflow #timeline #context #search #retrieval #memory #cross-session

Ready to run

npx skills add https://github.com/sheehe/coase --skill mem-search-sheehe

💬 Prompt for ChatGPT / Claude Chat▼

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.