Keystone Army, in part: The destruction of the Ring kills Sauron, which confuses and thus incapacitates the parts of his armies which were more directly controlled by his will (e.g. the orcs), which makes them easy game; the not-magically-controlled human armies had various natural reactions, some surrendering and some keeping on fighting.
Kill It with Fire: The Ringwraiths, Shelob. Depending on how you want to look at it, the Balrog inverted the trope.
Large And In Charge: Aragorn stood at 6'6'', which was considered very tall for Men at the end of the Third Age. His ancestor King Elendil was even taller at nearly 8'.
And the High King of the Sindar, Elu Thingol, was taller still!
Last Minute Hookup: Faramir and Éowyn get together rather abruptly at the end, having spent a week almost constantly in each other's company in the Houses of Healing.
Justified somewhat by Éowyn's post-battle character development and Faramir's reaction to her valor there: it's not entirely out of the blue.
Last Stand: Or so everyone thinks at the Battle of the Black Gate.
Late Arrival Spoiler: The Return Of The King is the title of the third book. Tolkien initially insisted on "The War Of The Ring" as a title to avoid the table of contents spoiling the (albeit secondary) story.
Although it was also pointed out to him that "The Return Of The King" did not necessarily imply "The Victory Of The King".
And Frodo's title for the story was even worse: The Downfall of the Lord of the Rings.
Since Frodo was writing contemporary history, most people reading it would already know the basics, such as that Sauron doesn't rule the world.
Layered Metropolis: Minas Tirith has seven levels, with a stone promontory jutting out from the topmost to overtake the rest of the city. It was built this way to be extremely defensible, with multiple lines of defense.
Leaning on the Fourth Wall: The chapter "The Uruk-Hai," which focuses on Pippin, includes a line by Merry that Pippin's actions in it were so impressive that there will likely be a whole chapter about them in Bilbo's book.
And then by Sam and Frodo in a strangely Genre Savvy conversation during the climb to Cirith Ungol:
Legendary Weapon: Narsil is the legendary sword that was forged in the First Age by a famous dwarven smith, wielded and broken by Elendil and then used by Isildur to cut the ring out of Sauron's hand at the end of the Second Age, and then reforged under the name Andúril at the end of the Third Age to fulfill one of the ancient prophecies.
Lemony Narrator: Mostly in the early chapters in the Shire and till Bree; again in the later chapters on the way back.
In the context of Tolkien's mythos, the Sun is not good for the elves, who see it as symbolic of the triumph of men over them (it is outright stated that the Sun symbolises the waning of the elves, and Galadriel implies in The Lord of the Rings that they see the dawn in the same way mankind sees the dusk - as symbolic of the end). The Elves frankly prefer the stars, which at least were already around when they were created.
Literary Agent Hypothesis: The author claims that The Lord of the Rings is translated from the Red Book of Westmarch, which was written by the hobbits (mainly Bilbo, Frodo, and Samwise).
It seems obvious in retrospect, given the changing nature of the narrator's voice from section to section. The story begins with Bilbo's homely descriptions of the hobbit characters' interaction, gradually changes to Frodo's scholarly and slightly purple narration throughout most of the rest of the book, and ending with Sam's down-to-earth, humble (but still educated) language towards the end — the second half of Book Six, detailing the Scouring and renewal of the Shire, is directly implied to have been written by Sam ("I have finished. The last few pages are for you"). As for the characters who didn't directly contribute to the writing of the Red Book, Merry has a remarkable eye for detail and consequence that strikes quickly to the heart of matters, and the narrator — probably Frodo — takes care to report his and Pippin's dialogue as faithfully as he can.
It's entirely possible that Pippin and Merry contributed to the Prologue, "Concerning Hobbits". Both of them seem to be quite swotted up on the history of their families, which are as close to nobility as anyone in the Shire can claim; Merry's interrupted spiel to Théoden on the subject of pipeweed is almost a verbatim copy of some of the prologue's remarks on the Leaf, and he is credited with an exhaustive treatise on the herblore of the Shire.
Load-Bearing Boss: The fall of Barad-dûr coincides with Sauron's death. Justified because he created it using the Ring. Once the Ring's power was no longer holding it up, its foundations crumbled and took the rest of the Dark Tower with it.
Losing the Team Spirit: This happens to the fellowship when Gandalf falls in Moria. Even though he's not really dead, they have no way of knowing this — Frodo and Sam don't even find out until AFTER the quest is over. Aragorn manages to pull them together long enough to get them to safety.