The dominant landform in Clear Water Bay Country Park is High Junk Peak (釣魚翁, Diu Yue Jung in Cantonese), a rocky summit that forms the spine of the Clear Water Bay Peninsula. The peak earns its name visually: from certain angles, its ridgeline silhouette resembles the sail of a traditional Chinese junk. Hikers who make the climb are rewarded with panoramic views across the South China Sea, east toward the open Pacific, and back west over the dense development of Kowloon and the New Territories.

Below the ridge lies Miu Tsai Tun, a small coastal inlet that provides some of the most sheltered water in the park. The hiking trail that runs through the park begins near Tseung Kwan O off Clear Water Bay Road and winds down through the hills toward the golf course near the coast — a route that crosses habitats ranging from open shrubland on exposed ridges to denser vegetation in sheltered valleys.

At Fat Tong Mun, on the western side of the peninsula at Joss House Bay, stands the Tin Hau Temple — one of the oldest and most venerated in Hong Kong. Tin Hau is the goddess of the sea, protector of fishermen and sailors, and her temples are scattered across Hong Kong's waterfront communities. This one predates the park itself by centuries.

The temple draws its most significant gathering annually: tens of thousands of people arrive by boat for the Tin Hau Festival, held on the 23rd day of the third lunar month. On that day, Joss House Bay fills with vessels of every size, and the usually quiet bay becomes one of the most animated scenes in the territory. The rest of the year, the temple sits quietly at the water's edge, the smoke of incense drifting toward the sea the goddess is said to watch over.

Clear Water Bay First Beach and Second Beach are the park's most visited destinations in summer, when Hong Kong families make their way out from the city on weekends. The beaches face east, which means they catch the morning light and the cleaner water that comes with an open fetch across the South China Sea. The sand is coarse and the water does not warm to the temperatures of tropical beaches further south, but by Hong Kong standards these are considered among the better swimming spots on the mainland side of the territory.

The park's designation as protected land means that the development that has absorbed most of the territory's coastline has not reached here. The hills behind the beach are still green, the water still clears after rain, and the density that defines urban Hong Kong stops at the park's boundary.

Among the park's listed features is the Clear Water Bay Tree Walk, a designated route through secondary woodland that gives visitors a sense of the vegetation that would have covered this landscape before extensive land clearance. The dominant species here are the shrubs, ferns, and pioneer trees typical of Hong Kong's regenerating coastal hillsides — not the ancient forest the territory once held, but living evidence that given time and protection, the landscape recovers.

The Clear Water Bay Golf and Country Club sits near the southern edge of the park area, its fairways occupying flat coastal land that provides a sharp visual contrast to the wild hillsides above. The juxtaposition is distinctly Hong Kong: immaculate greens adjacent to protected shrubland, the country park boundary running along the edge of a different version of leisure. The Lung Ha Wan Country Trail connects the park's inland trails to the coastal headlands, offering a full loop for those who want to see both the ridge and the waterline in a single walk.