insight-recaller

Recall and prioritize prior notes relevant to the current task.

162|10|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/wpsnote/wpsnote-skills --skill insight-recaller
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: insight-recaller
Source: https://github.com/wpsnote/wpsnote-skills/tree/main/insight-engine/ie-recall-memory
Command: npx skills add https://github.com/wpsnote/wpsnote-skills --skill insight-recaller

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users quickly retrieve relevant past notes when working on new content, preparing for reviews, or organizing research, ensuring they don't miss valuable existing information.

Core Features & Use Cases

  • Selective Recall: Prioritizes recalling the most useful old notes for the current task, rather than just similar ones.
  • Contextual Relevance: Explains why a note is worth recalling and how it connects to the current task.
  • Reusability: Identifies content that can be directly reused or linked.
  • Use Case: While writing a new blog post about AI ethics, the skill recalls a past note discussing a specific ethical dilemma and suggests a paragraph that can be directly incorporated.

Quick Start

Use the insight-recaller skill to find the most useful prior notes for my current writing task.

Frequently Asked Questions about insight-recaller

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

FAQPage Schema
How do I recall relevant past notes for a current writing task?

To recall past notes effectively, the system prioritizes your most useful existing notes based on current context and task objectives, explaining their utility and potential for direct reuse. It focuses on immediate applicability rather than broad knowledge mapping.

What is the best way to find old research notes related to a new document?

The best way to retrieve old research notes is using selective recall, which evaluates contextual relevance and identifies specific content that can be directly incorporated or linked into your new document.

How does contextual note retrieval work for content writing?

Contextual note retrieval works by analyzing your current task objectives to identify and prioritize existing notes, explaining exactly why each recalled note is worth retrieving and how it connects to your current work.

Can I use existing notes for new research without manually searching through all my files?

Yes, you can surface valuable existing notes without manual searching by automatically evaluating your current context to prioritize and present the most directly applicable prior writings for immediate integration.

When should I not use automated note recall for organizing research?

Automated note recall should not be used for broad knowledge mapping or generating comprehensive overviews of all your files, as it specifically prioritizes immediate applicability and direct integration for a targeted current task.