Status
What actually works today
Pepiros is an early build and some of it is scaffolding. This page is the honest inventory, kept here so nobody has to find out by clicking.
Last updated 15 August 2026
| Area | State |
|---|---|
Deterministic verifier Fuzzy match against source text, plus the numeric entailment floor. | Working |
Anchor spine Stable citation ids, multi-span anchors, dropped-anchor handling. | Working |
Reverse audit Paste any AI summary and get it checked sentence by sentence. | Working |
Grounded chat Answers cite located quotes, and refuse rather than guess. | Working |
Related papers Live lookup against Semantic Scholar. | Working |
Citation expansion Reading the citation graph and adding a ghost node to the workspace both work. | Working |
MCP server Twelve tools registered over stdio, all live. Remote HTTP transport is not built. | Partly built |
Reading surface The reader, canvas, outline, audit and learn views work against the demo workspace and any real ingested paper alike. | Partly built |
PDF ingest Upload validation and parsing a PDF (or arXiv link) into the graph are both real. | Working |
Contradiction synthesis Existing contradiction edges are shown, and new ones are generated from cross-paper comparison. | Working |
Export Markdown and BibTeX export are both implemented. | Working |
Accounts and publishing Real sign-up persists to Supabase, including an optional email for password recovery. Password-reset email delivery itself is not wired yet. | Partly built |