FastQC

FastQC is an application which takes a FastQ file and runs a series of tests on it to generate a comprehensive QC report. This will tell you if there is anything unusual about your sequence. Each test is flagged as a pass, warning or fail depending on how far it departs from what you'd expect from a normal large dataset with no significant biases.