learn-content

Ingest URLs, articles, or text into structured knowledge cards with metadata and tags.

36|4|Updated Feb 11, 2026

Search Tags:#search #memory #metadata #knowledge-management #ingest #learn #knowledge-card

Ready to run

npx skills add https://github.com/xg-gh-25/SwarmAI --skill learn-content

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learn-content
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_learn-content
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill learn-content

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ingest URLs, articles, or text into lightweight knowledge cards that store the source URL, metadata, and a brief briefing. The card acts as an index rather than a full-text archive, enabling quick rereading decisions.

Core Features & Use Cases

Ingest content from URLs, pasted text blocks, documents, or forwarded messages into a single knowledge card.
Store source URL, author, date_published, tags, and a concise briefing to enable fast recall and contextual decision-making.
On-demand retrieval and cross-referencing with existing Learned cards to connect new content with existing knowledge.
Use cases include building a compact, searchable knowledge base for research, product learning, and team memory.

Quick Start

Ingest a URL or text block to create a new knowledge card with source, metadata, and briefing.

Frequently Asked Questions about learn-content

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

FAQPage Schema

How do I ingest URLs and text into a searchable knowledge base?▼

To ingest content into a searchable knowledge base, provide a URL, pasted text block, or forwarded message to generate a structured knowledge card with source metadata and a briefing.

What is a knowledge card for content management?▼

A knowledge card is a lightweight index storing source URL, author, date, tags, and a concise briefing, acting as a quick reference rather than a full-text archive for fast recall.

Can I cross-reference new content with existing learned cards?▼

Yes, you can cross-reference new content with existing learned cards. The system supports on-demand retrieval to connect new knowledge cards with your current knowledge base.

How many tags should I assign to metadata for fast search retrieval?▼

You should assign 3 to 7 tags to metadata for fast search retrieval. Cards are persisted under Knowledge/Learned with these tags to enable quick search and future synthesis.

Does this knowledge management approach store full-text article archives?▼

No, this knowledge management approach does not store full-text archives. The knowledge card acts as an index with a concise briefing, enabling quick rereading decisions instead of bulk storage.