After years of excellent intentions and a vault stuffed with chaos, one afternoon with Claude Code did what no plugin ever may.
In case you’ve used Obsidian for note-taking for greater than a 12 months, you in all probability have a secret. Your vault is a multitude. Mine wasn’t simply messy, it was a graveyard of “Untitled” notes and orphaned tags that felt extra like a cognitive tax than a second mind.
Not a lovable, quirky catastrophe. An actual one. There have been 5 years of notes dumped throughout greater than 800 information with orphaned attachments, inconsistent naming, tags that I seen later meant nothing, and folders that contradicted one another. And my graph appeared much less like a data net and extra like a panic assault rendered in dots and contours.
I would tried each strategy. Templates. Even a few of the finest plugins. An entire reorganization I began two years in the past that I deserted after just a few hours. A Dataview setup I barely understood. None of it caught, as a result of the issue wasn’t construction; it was the sheer quantity of remediation required to get there.
Then early this 12 months, I attempted one thing completely different: I handed the issue to Claude Code, as others have carried out, paired it with just a few Obsidian CLI instructions, and watched it do in about 90 minutes what I hadn’t managed in 5 years.
Associated
I subscribed to Obsidian Sync and it’s the perfect cash I spent final 12 months
Seems, the peace of thoughts is price greater than my stubbornness.
What’s Claude Code and why does it matter for note-taking?
An AI that works in your terminal, not a chatbox
If you have not encountered it but, Claude Code is Anthropic’s command-line AI device. Not like Claude’s extra conventional interface, Claude Code operates straight in your terminal, reads information out of your native system, writes and edits code, and executes multi-step duties autonomously with out you having to handle each immediate.
That final half is what makes Claude Code completely different. Most AI instruments require you to remain within the loop, feeding info forwards and backwards. Claude Code might be given a aim, handed entry to a listing, and trusted to work by the issue systematically. It sees your file system the way in which a developer would, not the way in which a chatbot does.
For a activity like reorganizing a notes vault, that distinction issues enormously.
OS
Home windows, macOS, Linux, Android, iOS, iPadOS
Developer
Dynalist Inc.
The right way to join Claude Code to your Obsidian vault
Why notesmd-cli is the proper device for this job
Credit score: Bryan M. Wolfe / MakeUseOf
To make this work, I used notesmd-cli. Whereas Obsidian launched an official CLI in early 2026, it is presently not obtainable for me. notesmd-cli is the de facto group commonplace; it is free, installs through a single Homebrew command, and handles the heavy lifting: mass renaming of these 63 “Untitled” notes, frontmatter modifying to standardize my messy tagging, and transferring information with no need to maintain the Obsidian app open.
The mixture of the 2 instruments creates one thing genuinely helpful: an AI that may learn each word in your vault, perceive the content material, after which take motion, renaming, tagging, transferring, linking, with out you having to babysit every resolution.
The right way to construction your Claude Code prompts for vault cleanup
The three-phase strategy that retains you in management
Credit score: Bryan M. Wolfe / MakeUseOf
I gave Claude Code a reasonably particular temporary, damaged into phases:
- Section 1: Audit the vault. Catalog what was there, file names, current tags, folder areas, tough content material classes, and many others., then report again a abstract earlier than touching something.
- Section 2: Suggest a folder construction and tagging taxonomy primarily based on what is definitely discovered, not what I believed was there.
- Section 3: Execute the reorganization, file by file, with a log of each change made so I may evaluate (and reverse, as wanted) afterward. I am a author, not a gambler. I wasn’t about to let an LLM delete 5 years of analysis and not using a leash. I compelled Claude to observe a strict ‘look-but-don’t-touch’ protocol first.
What Claude Code found when it analyzed 847 notes
The class breakdown that modified how I noticed my very own vault
Credit score: Bryan M. Wolfe / MakeUseOf
The abstract Claude Code returned after the primary section was genuinely humbling. Of my 847 notes, about 340 had no tags, whereas one other 200 used tags that I would utilized inconsistently. I additionally had 14 completely different folders with overlapping functions. One other 63 information have been named some variation of “Untitled Be aware.” Lastly, 11 have been empty.
I knew it was dangerous, however I did not realize it was that dangerous.
What I discovered most helpful was the class breakdown the audit produced. It recognized seven clear content material clusters in my vault primarily based on the precise textual content of my notes: skilled writing, private journaling, journey analysis, expertise reference, books and media notes, well being monitoring, and a catch-all miscellaneous bucket. I had mentally organized my vault as if these buckets have been roughly equal. They weren’t. Skilled writing and tech reference made up about 60% of every part.
How Claude Code constructed a folder construction from scratch
Why evidence-based group beats intention-based group
Credit score: Bryan M. Wolfe / MakeUseOf
Claude Code’s proposed taxonomy was cleaner than something I would designed myself, exactly as a result of it was primarily based on proof somewhat than intention.
It urged a flat-ish folder construction with seven top-level folders matching the content material clusters, utilizing a constant tag scheme with lowercase, hyphenated tags. It flagged the 11 empty information for deletion with my affirmation. It additionally proposed transferring the 63 untitled notes right into a single evaluate folder somewhat than guessing their classes, which was the proper name.
I made two modifications to the proposal: I break up the journey folder into “travel-planning” and “travel-memories” as a result of an inventory of flight affirmation numbers from 2022 is litter, however a sensory description of a sundown someplace within the Caribbean is a useful resource.
Then I gave it the go-ahead.
What truly occurs when Claude Code reorganizes your vault
The change log that gave me confidence to let it run
Credit score: Bryan M. Wolfe / MakeUseOf
I will not faux I watched it work the complete time. I made espresso, answered some emails, did some social networking, then got here again. What I discovered after I returned was a change log, a plain textual content file Claude Code had created in my vault root that documented each motion that was taken.
The vault, opened in Obsidian for the primary time afterward, appeared completely different instantly. The graph view, which I would given up on as ineffective, now confirmed clusters; precise, legible clusters. The seven content material classes I would accepted have been seen as unfastened neighborhoods within the visualization.
I spent about half-hour reviewing the change log, spot-checking strikes, and confirming the 11 empty-file deletions. I discovered three information I needed to maneuver in another way; that was it.
The true limits of utilizing Claude Code for Obsidian group
Three stuff you’ll nonetheless need to do your self
Credit score: Bryan M. Wolfe / MakeUseOf
It is price being sincere in regards to the limits I skilled.
Claude Code, for instance, could not resolve genuinely ambiguous notes. A clipped article snippet with no content material, an inventory of names with no rationalization. These ended up within the miscellaneous folder by default, which was the proper conduct. Moreover, I nonetheless need to work by 40 notes which can be legitimately unclear.
It additionally could not enhance the standard of what I would written. Disorganized pondering expressed in a well-placed file continues to be disorganized pondering. Group is a precondition for a helpful vault, not an alternative to higher notes.
And the Obsidian CLI setup does require some consolation with the terminal. It isn’t a plug-and-play course of, and if you happen to’re not used to working within the command line, the setup friction is actual. This is not a mainstream shopper workflow but, though I am satisfied it might be in only a few months.
Why Claude Code succeeds the place Obsidian plugins fail
Credit score: Bryan M. Wolfe / MakeUseOf
Each plug-in-based resolution I would tried earlier than put the organizational burden again on me. I nonetheless needed to make a whole lot of micro-decisions, and the hassle required exceeded my persistence each time.
Claude Code modifications the dynamic as a result of it is doing the decision-making at scale, not simply offering the instruments to do it your self. The audit-propose-execute construction offers you oversight with out placing you within the weeds of each particular person selection.
There’s additionally one thing to the truth that it reads your notes as textual content: not metadata, not file names, however precise content material. That is how a considerate human assistant would strategy the duty, and it produces outcomes that mirror what your notes are literally about, somewhat than what you known as them late at evening three years in the past.
Is Claude Code proper on your Obsidian vault?
In case you’re a long-term Obsidian person with a vault that is grown past your skill to take care of manually, sure — with caveats.
You need to be snug within the terminal, or keen to study sufficient to get there. It is best to take the phased strategy and never skip the audit-review step earlier than execution. And it is best to again up your vault earlier than beginning, which ought to go with out saying, however positively must be mentioned.
For me, it was the primary time a reorganization venture truly completed. For the primary time in years, I can truly discover my analysis for a chapter with out the ‘Panic Assault’ graph view mocking me. I did not simply clear a folder; I reclaimed my headspace.
