ApplyProof
Job-application drafts where every sentence traces back to a reviewed fact.
- Type
- Open-source tool
- Focus
- Job applications
- AI use
- Optional, fact-ID based
- Repo
- vanovri/applyproof
Problem
Application drafts drift away from what a person can actually prove. I wanted every sentence to trace back to a reviewed fact.
Approach
Fact ledgerReviewed, evidence-based
Skill comparisonExplicit match to a role
Office vs worksiteDistinguished
DraftsTraceable, verbatim facts
Build gallery
Results
- No invented claims: drafts are assembled only from reviewed facts, and the optional AI returns fact IDs, never prose.
- Gaps made visible before drafting: explicit skill coverage separates exposure from hands-on skill, and unresolved requirements are listed.
- Location assumptions caught: an office address alone leaves the worksite unverified.
- Traceable, reproducible exports: Markdown/JSON output carries fact IDs, source excerpts and an evidence digest.
Lessons
- Letting AI pick fact IDs, not write claims, keeps drafts honest.