frutikCommunity·15 Agent Skills Included

awesome-search

Curated knowledge base for search and information retrieval

Organizes hundreds of articles, papers, tools, and case studies about search engines and information retrieval into a linked knowledge graph. Turns raw articles and videos into structured, cross-linked notes on concepts like BM25, vector search, embeddings, and ranking. Helps engineers and researchers learn search best practices, track industry case studies, and keep the knowledge base consistent automatically.

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npx skills add frutik/awesome-search --all -g -y

Available:

Instructs the AI agent on how to route content tasks to the right sub-skills for fetching articles, writing notes, auditing the knowledge graph, and publishing the README and email digests.

All Skills in This Repository (15)

Pure Emerald Level Indicators

📦 In Repo

frutik

awesome-search-kg-frontmatter

Audit Obsidian notes for required frontmatter and report violations by folder.

awesome-search-kg-orphans

Scan Obsidian vaults for notes with zero inbound and outbound wikilinks.

awesome-search-kg-clusters

Identify disconnected note clusters in Obsidian vaults via wikilink connectivity.

awesome-search-kg-hubs

Rank notes by inbound links and flag mismatches with Topics notes.

awesome-search-knowledge-graph

Generate and maintain a semantic knowledge graph for Obsidian vault articles.

awesome-search-tutor

Fetch and summarize information retrieval concepts from curated articles.

kg-hubs

Audit Obsidian vault hub notes by ranking inbound wikilink counts against topic pages.

kg-frontmatter

Audit Obsidian vault notes for missing frontmatter fields and auto-fix inferable values.

kg-readme-writer

Synchronizes the repository README with the Awesome Search knowledge graph table of contents.

kg-orphans

Detects and reconnects orphan notes lacking wikilinks in an Obsidian knowledge graph.

kg-audit

Audits an Obsidian knowledge graph vault for frontmatter violations, orphans, duplicates, and broken wikilinks.

kg-note-writing

Create and enrich Obsidian knowledge graph entity notes with normalized frontmatter and wikilinks.

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Frequently Asked Questions

FAQPage Schema

How to install Awesome Search skills?▼

Run `npx skills add frutik/awesome-search --all -g -y` in your terminal to install all skills in this suite globally.

What is the Awesome Search knowledge graph?▼

It is a curated collection of interlinked notes about search and information retrieval, covering concepts, tools, people, companies, datasets, and real-world case studies.

How do I add a new article to the knowledge base?▼

Give your AI agent the article URL and it will fetch the content, extract key entities, create linked notes, and log the change automatically.

Can I learn search engineering with this?▼

Yes. The tutor skill answers questions about ranking, vector search, BM25, and evaluation by pulling from the curated article collection.

Does it work with Claude Code?▼

Yes. All skills follow the standard SKILL.md format and run directly inside Claude Code with the Obsidian MCP server.