knowledge-harvester

Capture and organize research artifacts into a structured knowledge base.

30|4|Updated Feb 26, 2026
One-click install
npx skills add https://github.com/Jeffallan/writing-with-agents --skill knowledge-harvester
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledge-harvester
Source: https://github.com/Jeffallan/writing-with-agents/tree/main/skills/knowledge-harvester
Command: npx skills add https://github.com/Jeffallan/writing-with-agents --skill knowledge-harvester

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of capturing and organizing research artifacts, ensuring they are properly formatted and stored for future reference.

Core Features & Use Cases

  • Research Artifacts Capture: Collects research sources, synthesized connections, domain maps, and article backlinks.
  • Structured Markdown Formatting: Applies consistent frontmatter and linking conventions to each artifact.
  • Human Approval Workflow: Ensures all captured artifacts are reviewed and approved by a human before being stored.
  • Vault Integration: Saves artifacts to a user's vault or knowledge base, creating a feedback loop for continuous improvement.
  • Use Case: Ideal for researchers, writers, and content strategists who need to maintain a comprehensive and organized knowledge base.

Quick Start

Run the knowledge-harvester skill to capture and organize your research artifacts into your vault.

Frequently Asked Questions about knowledge-harvester

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

FAQPage Schema
How do I organize research artifacts into a structured markdown knowledge base?

You can capture sources, connections, and backlinks into a structured markdown knowledge base by applying consistent frontmatter and linking conventions to each artifact before storage.

Can I require human approval before saving captured research sources to my vault?

Yes, the artifact capture workflow includes a human approval step, ensuring all research sources, domain maps, and backlinks are reviewed before being saved to your vault.

What is the best way to integrate captured research sources with a vault system?

The best way to integrate research sources with a vault system is to use a harvester that saves approved artifacts directly, creating a feedback loop for continuous knowledge management.

Does the knowledge base harvester support domain maps and article backlinks?

Yes, the harvester collects research sources, synthesized connections, domain maps, and article backlinks, formatting them with consistent frontmatter for your knowledge base.

How do I format research management artifacts with consistent markdown frontmatter?

You can format research management artifacts by applying structured markdown conventions, adding consistent frontmatter and links to sources and maps before vault storage.

What are the limitations of using an automated harvester for research management?

A key limitation is that artifacts cannot be stored automatically; the workflow requires human approval for each captured source, connection, or map before it enters your knowledge base.