F11 Context ignored (the answer was there, the model missed it)

RAG: the answer was in the retrieved passages, but the model contradicted it, left it out, or said it was not there.

How counterfix finds it

Judge: finds the passage that holds the answer, then checks whether the model answer agrees with it (answer_ignores_context). The passage number is passed to the fix search, which moves that passage first.

Fixes it tries

In this order (a model profile can reorder them). Each one is kept only if it passes 2 of 3 re-runs.

Intervention	Change
key_passage_first	Put the passage that holds the answer first (rerank)
fewer_passages	Send fewer passages (the top 3, the one with the answer first)
quote_then_answer	Ask the model to quote the passage that answers the question, then answer from it

When no fix verifies

• Use a larger model
• Shorten or clean the passages