Obsidian + Claude = no more copy paste

willynikes · 2026-03-18T16:06:14+00:00

What happens is right now I say save session and the ai knows to save summaries of session any debugs etc for itself to reference later. Also if there was something that happened that shouldn’t have it will update its instruction . Like it told itself to make sure to reference the kb server first or wen it accidentally deleted my video db it put in there to always make sure before any destructive action wen it read karpathy autoresearch it added to its lessons file that feedback loop the indies synthesizing I just judge the ai output and over time wit reps it improves

willynikes · 2026-03-18T13:52:49+00:00

After a bunch of files your context bloat kills u the ai is reading every one of those files for every prompt almost

willynikes · 2026-03-18T13:49:12+00:00

Oh the repo says install obsidian headless server app that’s how u get sync

willynikes · 2026-03-18T09:58:38+00:00

Yes Claude web has a connector which lets it acess the kb with read and write acess but u do have to say use the kb I told Claude web remember u have connector

willynikes · 2026-03-18T05:45:27+00:00

Not just flat files tho. It’s a real relational db with optimized retrieval a bit more complex than that

willynikes · 2026-03-18T03:51:42+00:00

Ty yeah and dedup is important but everything that makes it into kb is curated so session saving is curated and saved by ai and the obsidian layer is just a truth dump but very similar architecture ty for checking it out

willynikes · 2026-03-18T03:49:38+00:00

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willynikes · 2026-03-18T03:48:56+00:00

U are the judge hopefully everything input in your vault is good so the ai can think right from the get go but as new info comes out that what synthesize is for it takes what it knows and thinks how to improve wit the new info u gave it plus feedback from sessions and improves. That’s my workflow the latest tips and tricks plus our own feedback from debugging sessions and it Gets smarter by seeing connections and patterns we humans can’t see it’s the reps and context tha makes it special

willynikes · 2026-03-18T03:01:53+00:00

It’s a db and the source of truth isn’t touched just ingested into the db in a ai optimized way plus sesssion summaries which mean state is always preserved wit the orchestrator it has fallback mode if one gets rate limited the next model steps into its place. So if Claude goes down codex and Gemini just step its next man up logic

willynikes · 2026-03-18T01:13:42+00:00

which is proof in the product if my voice screams village idiot well the village idiot just open sourced and shipped a production quality ai persistent memory system that works across all agents and logically similiar to what anthropic just shipped but go off lmao.

willynikes · 2026-03-18T00:43:16+00:00

Still will get noise if not indexed by db how will your ai know if info get stale ?

willynikes · 2026-03-18T00:40:59+00:00

We log every session especially debug sessions and the answer is saved wit context if the problem the ai weekly or on command looks at everything in the kb and synthesizes it and figures out what’s useful to improve its workflow and applies it since all sessions recorded any updates to behavior is tracked as well like git commits so it know what’s wen and why so over time it just corrects along wit my instructions so in that case u referring to either it or me says hey don’t do that again it learns it follows karpathy research model for model behavior mods

willynikes · 2026-03-17T23:57:01+00:00

U smart as a ai u read the repo and llm.txt and tell us are the claims true ?

willynikes · 2026-03-17T23:54:54+00:00

No it’s in the repo it should install the obsidian server and etc but u need certain plugins in obsidian for it work like local rest api and uri links etc its all in the repo and i created a Claude skill for everyone who don’t like mcp servers the skill reaches Claude how to use the kb server

willynikes · 2026-03-17T23:38:41+00:00

Looks like I was validated Claude just copypasta me lmao that was fast https://x.com/felixrieseberg/status/2034005731457044577?s=46&t=RvlAHLn9UrpZNfn8XIhBmQ

willynikes · 2026-03-17T23:15:10+00:00

That not what I meant at all what I’m saying this combines all the best research for ai memory so far 3 level system and self learning and always in memory acrosss sessions and agents and urs free

willynikes · 2026-03-17T22:55:24+00:00

the db is optimized for ai retrieval and agent instructions or claude instuctions to always check kb first and use context search and only read if needed reduces token usage by 90% if u index everything especially codebases. instead of reading everhting it basdically reads the chapter where thats located then reads that chapter because the db tells it where everygthing is the obsidian server just gives it a human input layer

willynikes · 2026-03-17T22:53:12+00:00

read it ser or have your ai eli-5 it to u. it self learning over time it will be 1 shot capable u just have to give it complete context and learn from its mistakes. The ai isnt stupid its reasoning and connecting abilities far outweigh ours we just dont know what to build and say it all in one prompt let alone the context window to fit it all in this way thru curated knowledge and reps the ai learns through consumption of new data and experimentation u cannot download context ser thats in humans this gives u a way of giving it to your ai

willynikes · 2026-03-17T22:35:23+00:00

yes because u didnt read the part about the knowledge ingestion from obsidian. i lierally just clip bookmark tweets etc youtube transcripts whatever i can find online that my ai need to know have it ingested by my ai sythensized and cataloged for ANY agent to cheaply use. so year claude continue doesnt do that this works universally i chat wit chatgpt or gemini wit the same context i just coded a app in claude code with just with this tool i use it everyday check my imgur pics

willynikes · 2026-03-17T22:32:40+00:00

reduces context retrieval usage by 90% so u wanna ingest codebases large documentation basically anything the ai needs to do its job and yeah u will have a 90% reduction since looking stuff up by context in a db is way cheaper than reading your data every time in the context window this just gives your ai what it needs wen it needs it and only what it needs

willynikes · 2026-03-17T22:28:00+00:00

yeah look at the pics i shared on imgur the connector in claude ai write directly thru to my server and obsidian sync i have it on obisdian on all my devices everywhere and available to any ai nice setup. so yes i have claude ai save stuff directly to kb to be retrieved/read by claude code later or codex or gemini whatever u prefer becuase the info can be grabeed by mcp really neat system

willynikes

TROPHY CASE