Turning 400+ Obsidian notes into a wiki in one evening with M3.1 Flash
After testing stealth Space Bunny on OpenRouter (10 days at #1), the author ran mcode init/exec with full permissions on a 400+ note vault: entity pages, wikilinks, index and action log at 170+ tok/s, with a manual diff review passing.
I had 400+ half-finished notes rotting in my Obsidian vault. MiniMax M3.1 Flash turned them into a working wiki in one evening M3.1 Flash is the official release of "Space Bunny", and it's even more powerful. It was the stealth model I was testing on OpenRouter, where it held #1 for 10 days straight ran mcode init first, so it read the whole vault and wrote its own guidance file before editing a page then gave it the vault plus a doc on how Karpathy structures his second brain, ran exec with full permissions and left the room > read every stale note before changing anything > built entity pages and cross-linked them with [[wikilinks]] > kept an index page and an append-only log of every action > flagged notes that disagree, in both pages and in the log median output speed is 170+ tok/s, so the log never stalls 73.7% on DeepSWE v1.1, right next to the top coding models $0.15 per million input tokens, $0.60 output, and agent tasks cost 70% less than on the MiniMax model before it still read the diff by hand -> the wiki held up > the line that stuck with me: Obsidian is the IDE, the LLM is the programmer, the wiki is the codebase mcode init mcode exec "process my vault against my second-brain schema" --permission full --cwd ~/vault