Answer user questions using content from a personal Obsidian knowledge base with wikilink citations.
npx skills add https://github.com/ethan-rio/skills --skill recall-ethan-rio
Please help me install this Agent Skill. Skill: recall Source: https://github.com/ethan-rio/skills/tree/main/skills/personal_agent/recall Command: npx skills add https://github.com/ethan-rio/skills --skill recall-ethan-rio
This Skill eliminates the risk of ungrounded, hallucinated answers from LLMs when you need information from your own personally captured notes, research, and knowledge base, ensuring all responses are verifiable and sourced from your own material.
Ask the recall skill a question about any topic you have saved notes for, and it will return a fully cited answer sourced directly from your personal knowledge base.
High-intent search queries and answers about installing and using this skill.
To get cited answers from your Obsidian personal notes, this Skill retrieves relevant content from your vault and knowledge graph. Responses include [[wikilink]] citations linking directly to your source notes for verification.
Semantic search with a personal knowledge graph queries your connected notes and source materials. It uses your captured data instead of LLM pretraining to answer factual or interpretive queries accurately.
If the knowledge graph is unavailable, you can still search your Obsidian vault. The system automatically falls back to a grep-based vault search to retrieve relevant content from your notes.
Prevent LLM hallucinations when querying research notes by retrieving answers exclusively from your personally captured knowledge base. This ensures all responses are fully sourced and verifiable from your own material.
The best way to find saved source materials in your knowledge base is using semantic search and graph retrieval. This pulls your saved research notes, papers, and concept summaries instead of generating generic LLM answers.
xiaoquqiRead, list, search, and modify Markdown notes in a local Obsidian vault.
paialexOrganize Obsidian notes with wikilinks and index notes.
ethan-rioConvert source notes and knowledge graph data into grounded wiki notes.
ThuHuynh1438Returns authoritative-looking AI-generated responses that are not based on actual user data.
