skills.rest
dixus
dixusCOMMUNITY
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learn

Ingest blogs, repos, and URL feeds into skill and rule change proposals.

10|2|Updated Mar 2, 2026
Search Tags:#workflow#skills#proposals#review#references#rules#learn
One-click install
npx skills add https://github.com/dixus/claudeframework --skill learn-dixus
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/dixus/claudeframework/tree/main/.claude/skills/learn
Command: npx skills add https://github.com/dixus/claudeframework --skill learn-dixus

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly transform new references from .claude/references into concrete skill and rule improvements, ensuring actionable feedback instead of abstract ideas.

Core Features & Use Cases

  • Ingest new blogs, repos, and docs via /learn to map insights to skill changes
  • Maintain an auditable, feed-driven improvement process with idempotent processing and explicit reviews
  • Support URL ingestion to fetch and ingest external content and route insights to the right targets

Quick Start

Run the learn command to ingest new references (blogs, repos, or URLs) and generate actionable proposals.

Frequently Asked Questions about learn

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

FAQPage Schema
How do I turn reference materials into actionable skill improvements?▼

To translate references into skill improvements, ingest blogs, repos, and URL feeds from .claude/references. The system maps insights to concrete changes targeting SKILL.md, CLAUDE.md, or rules, storing proposals for formal review.

What is an idempotent workflow for processing reference feeds?▼

An idempotent workflow processes reference feeds without creating duplicates on repeated runs. It maintains an auditable, feed-driven improvement process by storing generated proposals for explicit review.

How do I ingest external blog and repo content into .claude/references?▼

Ingest external content by running the learn command to fetch blogs, repos, and docs via URL ingestion. This routes external insights directly to appropriate targets like SKILL.md, CLAUDE.md, or rules.

Can I map insights from references to specific files like CLAUDE.md?▼

Yes, insights from references map to specific targets such as SKILL.md, CLAUDE.md, or rules. Generated proposals are stored for an explicit review cycle before applying changes.

Does the reference ingestion process support a formal review cycle?▼

Yes, the reference ingestion process supports a formal review cycle. It maintains an auditable, feed-driven improvement workflow where proposals derived from references are stored for explicit review.

What are the limitations of feed-driven skill improvement workflows?▼

Feed-driven skill improvement workflows require routing insights to predefined targets like SKILL.md or rules. They depend on idempotent processing to avoid duplicate proposals and need explicit review to apply changes.

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