LLM Accuracy 0.6.5

LLM Accuracy 0.6.5

This patch adds one check to /llm-accuracy:self-audit. When an audited answer
reconciles sources that disagree and the data does not say which source is
official, the answer must name the source the governing rule or
source-of-truth registry picks and state that basis. The audit now treats
"the data can't establish which is official" as a correction, and naming the
other source as wrong. The rule must be checkable (a registry entry, a
documented definition, or the user), never taken from the audited answer;
without one, the answer should say official status is unconfirmed. Hooks
and other skills are unchanged.

Update

claude plugin marketplace update llm-accuracy
claude plugin update llm-accuracy@llm-accuracy

Start a new Claude Code session or run /reload-plugins, then confirm package
0.6.5 in /llm-accuracy:accuracy-doctor. ZIP users can use the
llm-accuracy-0.6.5.zip release asset. See the install guide.

Validation and limits

In a private reviewer benchmark (six cases, one run each, screen-grade),
reviewers without this rule passed 4 of 6 answers that withheld the official
source. With the rule they caught 6 of 6. The rule alone did not stop one
model from accepting an answer's own wrong domain rule; giving the reviewer
a source-of-truth card listing each topic's official-source rule did. The
checkable-rule and "unconfirmed" clauses were added after that benchmark and
are untested. It improves one audit check; it does not guarantee a correct
answer.