Method playbookResearch-informed playbook
Beyond the Bio: Author Evidence
Review identity, contribution, subject relevance and evidence provenance without reducing authors to a score.
Skills & Playbooks
Reusable workflows for making better search decisions. Read the playbook, try the Skill, and see the evidence behind the recommendation.

Content strategy · v0.1 beta
Keep, update, merge or remove? Review the page’s purpose, evidence and dependencies before deciding what happens next.
A reusable Skill, a seven-page playbook and a completed example. The initial assessment covers five fictional scenarios; it is a manual walkthrough, not an independent benchmark.
Explore the workflowHuman-readable methods and research briefs; no executable Skill package is implied.
Method playbookResearch-informed playbook
Review identity, contribution, subject relevance and evidence provenance without reducing authors to a score.
Method playbookResearch-informed playbook
Check whether a cited source supports the precise wording, conditions and strength of a claim.
Method playbookResearch-informed playbook
Review the facts and relationships a reader needs to decide, rather than counting related words.
Instructions an AI assistant can follow. Bring the pages and evidence; review its recommendation before implementing it.
A human-readable method you can work through yourself or with a team.
A completed review showing the observations, unknowns and next actions.