Open Bankruptcy Project methodology · citation mirror at bankruptcyattorneyratings.org
The Disclosed-Facts + Opinion-from-the-Record Structure is a writing pattern for public deposits (consumer reviews, public commentary, web posts) that produces defamation resilience by architectural design rather than by post-hoc lawyering. Every factual statement in the deposit is drawn from adversary-authored documents or docket-verifiable sources, and every characterization is presented as an opinion drawn from those disclosed facts using visible opinion markers.
The result is a document whose factual layer is locked by truth (the adversary wrote the facts) and whose opinion layer is locked by the constitutional protection for opinion based on disclosed facts. Both elements of a defamation claim, falsity and actual malice, become structurally unavailable simultaneously.