memex-recall

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.