librarian

Retrieves verbatim items with citations from daily digests via sqlite_query filters.

166|4|Updated Mar 25, 2026

Search Tags:#information retrieval #financial data #daily digest #source citation #search by theme

Ready to run

npx skills add https://github.com/gebruder/wirken --skill librarian-gebruder

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: librarian
Source: https://github.com/gebruder/wirken/tree/main/preset/zirkel/skills/librarian
Command: npx skills add https://github.com/gebruder/wirken --skill librarian-gebruder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires sqlite_query, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

The Librarian Skill unit streamlines access to information from the daily digest set, eliminating the need to search manually and allowing users to get accurate information with citations quickly.

Core Features & Use Cases

Retrieve Items: Access specific items kept from daily digests by keywords, themes, or source.
Citations Included: Returns information with the original source citation.
Use Case: A user who needs quick access to financial news articles they saved, can ask for items kept within a specific theme related to financial reports.

Quick Start

Retrieve a financial report from the past 7 days that includes the keyword "profitability".

Frequently Asked Questions about librarian

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

FAQPage Schema

How do I retrieve specific information from my daily digest using keywords?▼

To retrieve daily digest information by keywords, you can query your kept set using sqlite_query parameters. The system filters your personal vault data by keyword, theme, source, or run, returning exact verbatim results with original source citations.

Can I filter saved financial data by theme and source simultaneously?▼

Yes, you can filter saved financial data by both theme and source at the same time. The information retrieval system supports sqlite_query to apply multiple parameters concurrently, allowing you to narrow down daily digest entries by specific source citations and themes.

What is the best way to get verbatim source citations from saved daily digest articles?▼

The best way to get verbatim source citations is to query your daily digest set using theme or keyword filters. The retrieval system provides read-only access to your personal vault and returns information exactly as kept, complete with citations from the original sources.

Does sqlite_query support read-only access to search a personal vault of financial news?▼

Yes, sqlite_query supports read-only access to search a personal vault of financial news. It ensures data integrity while you query the daily digest set, filtering by specific criteria like keyword, run, or theme to retrieve exact information.

Are there limitations when querying historical financial data kept from past daily digests?▼

A key limitation is that querying historical financial data from daily digests is restricted to read-only access within your personal vault. You can only retrieve items that have been previously kept, ensuring verbatim accuracy but preventing any data modification.