The past simple tense describes actions that occurred in the past, often formed by adding -ed to the base verb, though variations exist for different endings and irregular verbs. Rules for forming the past simple include changes for verbs ending in 'e', 'y', and double consonants, along with specific considerations for stressed syllables. Irregular verbs are exceptions and must be memorized as they do not follow standard rules.