A source graph for professional evidence
Abstracts
Abstracts
Profiles usually drift from reality because there's no clean link between what you claim and where it came from. ProfileScribe approaches this with a source graph that ties professional links, repositories, launches, and writing to the profile they support.
Modeling that connection as a graph makes reconciliation possible: an update can point back to the evidence behind it, and a review step can check the two against each other. Knowledge modeling isn't glamorous work, but it's what lets an agent-managed profile stay grounded instead of guessing.