The correct spelling of "detatched" is actually "detached". To ensure accuracy, one can use mnemonic devices like "deTACHed" or "DEtached". Additionally, referring to a dictionary or using spell-check tools can help identify and correct misspellings promptly. Regularly practicing spelling words correctly can also prevent future errors.