memex-recall

Load prior Zettelkasten cards into agent context via memex index reads and searches.

139|41|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/iamtouchskyer/memex --skill memex-recall
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memex-recall
Source: https://github.com/iamtouchskyer/memex/tree/main/skills/memex-recall
Command: npx skills add https://github.com/iamtouchskyer/memex --skill memex-recall

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents agents from starting work with no context by loading relevant prior knowledge from a Zettelkasten-style memex repository at the start of every new conversation or task, reducing redundant effort and preserving continuity across sessions.

Core Features & Use Cases

  • Index-first recall: Prefer a curated keyword index as the fastest entry point to relevant cards.
  • Targeted search and reads: Generate 2–3 search queries (use both English and Chinese when appropriate) and read matching cards directly when the index is missing or insufficient.
  • Controlled link traversal: Follow linked cards selectively with guardrails (max_hops = 3, max_cards_read = 20) to avoid runaway reads.
  • Use Cases: Resume a paused project with prior design notes, recall previous bug triage findings before a code review, or gather existing research insights before drafting a proposal.

Quick Start

Before starting the task, run memex read index and then perform targeted memex searches and reads to summarize relevant cards for context.

Frequently Asked Questions about memex-recall

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

FAQPage Schema
How do I load prior Zettelkasten memory into an agent's context before starting a task?

To load prior Zettelkasten memory into an agent context, run memex read index first, then perform targeted memex searches and reads to summarize relevant cards for continuity before task initiation.

What is the best way to retrieve prior notes and prevent an agent from starting with no context?

The best way to retrieve prior notes and prevent zero-context starts is applying index-first recall, which prefers a curated keyword index as the fastest entry point to relevant cards for context-rich responses.

How does controlled link traversal work when reading Zettelkasten cards with an agent?

Controlled link traversal works by following linked cards selectively with guardrails of max_hops=3 and max_cards_read=20, avoiding runaway reads while gathering sufficient memory context for the task.

Does memex recall require specific CLI tools or MCP access to search agent memory?

Yes, memex recall requires access to the memex CLI or MCP memex_read and memex_search tools to enforce guardrails and retrieve relevant cards via index reads and keyword searches.

Can I use bilingual queries for searching and reading Zettelkasten memory index?

Yes, you can use bilingual queries for searching Zettelkasten memory, generating 2–3 search queries using both English and Chinese when appropriate to read matching cards directly if the index is insufficient.