Software Engineering

AI-assisted personal knowledge management in Obsidian

Use Claude Code to read/search an Obsidian vault and help with organization (backlinking, reformatting), retrieval (surfacing relevant notes and connections), and triage (processing fleeting notes by adding context and cross-referencing with operational systems like Notion).

Why the human is still essential here

The author defines explicit boundaries (e.g., permanent notes must be written by them) and consciously initiates AI sessions; judgment, meaning-making, and final knowledge artifacts remain human-owned.

How people use this

Vault Q&A with cited note references

Ask natural-language questions and have the AI surface the most relevant existing notes (with links/paths) to support retrieval without rewriting your knowledge.

Obsidian Smart Connections / Claude

Fleeting-note triage into Notion tasks

Have the AI summarize a daily scratchpad note, extract action items, and draft a Notion task list for you to approve and schedule.

Claude Code / Notion AI

Backlink and template cleanup suggestions

Run an AI pass to detect orphan notes, suggest missing backlinks, and propose consistent headings/frontmatter while leaving final edits to you.

Claude Code / Obsidian Dataview

Community stories (1)

Medium
7 min read

Where AI Ends and I Begin

I've been working through where I should hand off to AI versus where I need to stay directly involved—especially in my personal knowledge management. I use Obsidian as my knowledge hub (local markdown notes with links) and Claude Code as my primary agent interface, alongside Notion as an operational hub for tasks/projects. I deliberately keep Claude's access session-based (not always-on) and set boundaries: AI can help organize, search, and triage notes, but it cannot create or modify my "permanent notes," which must be written in my own voice to preserve real understanding. I also experiment with disposable, AI-generated Obsidian vaults for exploratory research (e.g., mapping an industry or concept graph), then selectively turn what I learn into my own fleeting/reference/permanent notes.

ZM
Zoe MarandosProduct-focused software engineer
Feb 24, 2026