pavelpilyak

these look awesome, nice work. Do you have any performance measurements on these components?

neat! how does resolving contradictions in obsidian work? is there an undo if I mess one up?

Neat! Reading the docs - it's default-allow and ships with no rules? Any plans for a default rule set?

Neat! Did you measure whether the surgical runs still produced correct results or only the token savings?

Looks great! Per-page assistant works for llm cost, but complex docs (actually, almost any professional books) are all about cross-page context (definitions, relation between two related pages) - how does it answer something that isn't on the current page, but related to one?

Looks great! Feature suggestion: would be great to plug in ollama for the AI parts. Not as great as a BYOK, but worth it to those who want to keep everything local

How does this handle MCP credentials - both for stdio servers that read tokens from local config, and for HTTP ones where harness holds an OAuth token? Either way those secrets end up in your cloud? Curious what the security model is