jkudishjkudishCommunityยท1 Agent Skills Included

librarium

Multi-provider deep research with cited, evidence-aware answers

Runs research queries across 33 search and answer providers, then synthesizes grounded, cited answers. Tracks provenance and cost for every source so results stay auditable instead of becoming blind confidence claims. Handles quick lookups, deep background research jobs, and answer-engine visibility checks from one command line. Eliminates manual cross-checking across search engines and chat surfaces.
npx skills add jkudish/librarium --all -g -y

All Skills in This Repository (1)

Pure Emerald Level Indicators

Frequently Asked Questions

FAQPage Schema
How to install Librarium?โ–ผ

Run `npx skills add jkudish/librarium --all -g -y` in your terminal to install the skill globally. It requires Node.js 22.12 or newer and the Librarium 2.x CLI.

What does Librarium do?โ–ผ

It sends one research question to many search and answer providers at once, then combines the results into a single cited answer. Every result keeps its source and provenance so you can judge how reliable it is.

How to run deep research with Librarium?โ–ผ

Run `librarium run "your question" --group deep` to launch long-running research profiles, then use `librarium status --wait --retrieve` to collect the finished reports.

Can Librarium check AI answer engine visibility?โ–ผ

Yes. The `visibility` workflow compares how ChatGPT, Gemini, Perplexity, and other consumer surfaces answer a query against first-party API baselines.

Does Librarium work with Claude and other agents?โ–ผ

Yes. It ships a SKILL.md and an MCP server (`librarium mcp`), so agents like Claude Code can run research, check async jobs, and fetch results directly.

Related Repositories in Education & Research

View All in Education & Researchโ†’