SEOgirl

Method playbook · Research-informed playbook

Beyond the Bio: Author Evidence

Review identity, contribution, subject relevance and evidence provenance without reducing authors to a score.

By Ameneh Saeednia · · 9 pages

Download playbook PDF
Cover of Beyond the Bio: Author Evidence

Inside the playbook

The question behind the method

A byline identifies responsibility, but does not establish who did the research or whether a qualification applies to this article. This brief separates four evidence layers and provides eight review checks.

Use the review record

Choose a bounded page and question set. Record the statement, supporting source, unresolved evidence, assessment, action owner and recheck date. Make the reasoning inspectable instead of converting uncertainty into a single unexplained score.

Read the method before automating it

The download is a human-readable playbook or research brief. It is not an executable AI Skill package. Pilot the checks manually and review disagreements before turning the method into automated instructions.