In composing poetry, ancient Chinese poets paid special attention to its clue-hidden structure as well as its beginning, coherence, transition and combination. As long as a reader is aware of the clues inherent in a poem, he is able to understand and appreciate it easily, just like having something at his fingertips. This paper aims at exploring the clue-hidden structure of classical Chinese poetry from three angles: chronologically, horizontally, and both combined.