Graves Jungle

Your first clear is your whole identity, so clear fast. Use shotgun knockback to limit damage from non-champion monsters, cast End of the Line (1st) into nearby terrain so its return explosion happens after 0.25 seconds, and use Quickdraw (3rd) to reload a round while repositioning. Smoke Screen (2nd) only deals a small burst when it lands and does not keep damaging camps, so do not treat it as the spell that clears the buff or monsters behind it. Take the full clear instead of breaking off early for a lane; finishing the rotation puts you at the river on tempo with ammunition and Quickdraw (3rd) ready. That tempo is what wins scuttle, and scuttle is where your early game is decided. You out-duel almost everything that contests the crab, so path to it and take the fight when it comes. Keep True Grit (3rd) stacked through the skirmish: every Quickdraw (3rd) dash gives you a stack, dashing toward an enemy champion gives two, and attacking anything that is not a minion refreshes them. Fully stacked that is a large chunk of armor, so a Graves who keeps them up walks out of a river fight the enemy jungler expected to win. Scuttle also puts you on level five, and from there the game settles into a loop: gank while your camps respawn, clear them the moment they are back, and go again. Use the river brush to set up a smoke ambush if their jungler paths toward you.

Let lane priority decide which first objective receives your damage and tempo. Place Smoke Screen (2nd) on the enemy jungler so nearsight limits what they can see outside the cloud; it does not silence them or directly reduce their damage, and targets inside their reduced vision can still be attacked. Fight close enough for multiple pellets to connect, and use Quickdraw (3rd) to reload or reposition as the contest changes. With a first item and an early lead, contest when your team can support the fight; when it is even, trade toward the objective your composition values more. Between objectives, invade the enemy jungle on the side away from their team, take their camps, and turn a counter-gank attempt into a duel you usually win through burst and True Grit (3rd). A Graves who is not actively pressuring the map at this stage is wasting his lead. Late game Graves is not a split pusher and not a scaling monster who out-damages a finished crit carry in a long fight. He is a flanking executioner. Stick with your team near Baron and the late dragons, take camps on the way so your damage stays current, and look for the angle that deletes one priority target rather than the one that puts you in the middle of their frontline. Smoke is your survival tool as much as your damage tool: drop it to break line of sight with whoever is chasing you, dash out, and re-enter once their engage is spent. If you fell behind, your job shrinks to clearing waves and punishing picks. If you are ahead, you are the reason their carry never gets to cast a spell.

Wait for the front lines to commit, then collapse on the squishiest target you can reach without walking through their whole team. Smoke the carry so they cannot see out of the cloud, dash in through the gap, and dump the full spread at point-blank range where every pellet connects, because that is where Graves does the damage that ends fights. True Grit (3rd) lets you survive the dive longer than the enemy expects, but you still cannot take a full lockdown chain, so time your jump for after their key crowd control is used, not before. If the dive is not there, play the flank: hold smoke to peel a diver off your own carry or break a chase, and let your dash keep you firing from the side, never from the front.