An approach is provided in which a resolution manager stores a machine-readable problem, which includes a problem signature, and a human-readable solution in a document. The resolution manager receives an output file from a computer system and matches an output entry included in the output file to the problem signature. In turn, the resolution manager identifies the human-readable solution corresponding to the matched problem signature and provides the identified human-readable solution to the computer system.