Citation audit loop
Checks whether cited sources support the manuscript claims and routes weak claims into repair.
Support an auditable research workflow
Make research drafts easier to verify, revise, and reuse.
Draftpaper-loop turns paper writing into a local, traceable loop: retrieve evidence, plan the manuscript, run methods, verify results, repair weak links, and assemble a reviewable LaTeX draft.
Donations support maintenance only and do not grant commercial use rights.
Observe
Evidence
Plan
Methods
Verify
Repair
LaTeX
Discipline modules
Preserves reusable data connectors, method templates, reviewer gates, and project lessons.
Local-first state
Keeps project files, manifests, evidence, results, and revision state in a transparent local directory.
Reviewer rescue
Turns quality failures into concrete backtracking tasks for data, methods, results, and claims.
Tokens for maintenance
If it saves your paper time, you can support the loop.
Support helps maintain documentation, examples, discipline modules, testing, and the local-first workflow. It is appreciated, never required.
