Roadmap
What is next
Rough order, not dates. This is a two-person project and anything here can move.
Next
Real PDF ingest
Upload validation already works. Parsing a PDF into sections, chunks, figures and a numeric ledger is the missing half.
The four remaining MCP tools
list_workspaces, create_workspace, add_paper, get_job. They are thin wrappers over services that already exist.
Node writes
Editing a node body and promoting a chat answer into the graph both have UI and no backend.
After that
Contradiction synthesis
Existing contradiction edges render today. Generating new ones across papers is not built.
Export
Markdown and BibTeX, with anchors preserved as footnotes.
Real accounts
Supabase auth, so publishing and following do something. The schema is written and unapplied.
Later, or maybe never
Remote MCP over HTTP with OAuth
For hosted connectors. stdio covers the current use case.
Spaced repetition
Flashcards exist but are synthesised at render. Real scheduling was cut deliberately.
What already works is on the status page.