Students often forget the signs in sum and difference formulas. Remember: sin has same signs pattern (+, +, -, +), while cos alternates signs (+, -, +, -). Also, never mix up sin²θ + cos²θ = 1 with tan²θ + 1 = sec²θ - the order matters!
The key to mastering trig identities is recognizing patterns and knowing which identity to apply when.