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Anime & Manga
- Ranma ½: Ranma Saotome has this trope reconstructed, featuring an as-serious-as-it-can-get Anything Goes Martial Arts dojo. While the fighting style has some of its own unique characteristics, Ranma's most distinctive ability is being able to adapt with remarkable skill, something that comes in handy when forced to engage in all sorts of rule-restricted Martial Arts and Crafts.
- Mobile Suit Crossbone Gundam's protagonist Tobia Arronax makes extensive use of this, thanks to his being a very quick thinker. His bag of tricks includes including throwing logs (and enemy machines), using a re-entry pod to disguise his attacks, and in one memorable instance crafting a balloon shaped like a bunch of bananas to distract a group of psychic monkey pilots.
- Fist of the North Star: Jyuza gave Raoh one hell of a Humiliation Conga with a fighting style he invented on the spot. The fight ends with him stealing Raoh's horse, Kokuoh.
- A Certain Magical Index: Shiage's usual method of fighting higher level opponents, which works surprisingly often.
- This is Luffy's main fighting style from One Piece, as he'll use anything available to him so he can win. This cause's his opponents to underestimate him because it, more often than not, looks like him fooling around rather than fighting seriously.
- Anime/Pokémon: Ash Ketchum occasionally comes up with these in battles in order to counter a particularly tricky opponent. His most famous and popular one with the fans by far is the Counter Shield technique he developed in the Diamond & Pearl series.
- Minako Aino in Codename: Sailor V has shades of this, having gone so far to weaponize mosquito-repelling incense (to be fair, the youma of the week is a mutant mosquito with an army of the standard insects, so...).
- In Rinne no Lagrange, Madoka's fighting style starts off as this. She gets better.
- Dolphin Rider Koishi: Newly-transformed Sirens are advised to just say the first thing that comes to mind when they want to attack.
- To the Stars: Magical Girls are instructed to make up new stuff in combat, since that's how they develop and expand their powers.
- Pacific: World War II U.S. Navy Shipgirls: This is O'Bannon's fighting style (being based on classic comedy brawlers, no less), with a healthy dose of Improbable Weapon User added in for extra hilarity.
Films — Animation
Films — Live-Action
- Jackie Chan's characters are all about this. This is because the Chan man loves action but dislikes violence so he uses his own style involving a lot of dodging and using the environment to combat his opponents. He's beaten people up with dresses, folding chairs, Legos, their own clothing, and most infamously a 10' tall stepladder. This is also true for his character in Jackie Chan Adventures.
- Ace Ventura invokes this when in a tight situation.
- Jason Bourne. In The Bourne Supremacy, he beats the shit out of a guy with a rolled up newspaper and blows up his condo with said newspaper when he's done.
- Gamera vs. Guiron: At one point, Gamera swings on a huge horizontal pipe like it's a gymnast's parallel bars.
- Vlad Taltos from the Dragaera novels tends to practice this in a pinch, although he is trained in fencing and capable of deadly strikes when an opening offers itself. Rather, as an Easterner fighting seven-foot-tall Dragaerans, he needs tricks and unpredictability to avoid being overwhelmed by sheer brute force.
- In Worm, where the setting is filled with people who can shoot lasers and punch through walls, Skitter can control bugs. She ends up doing this a lot, using tactics such as incapacitating an indestructible opponent with the excreted narcotic of a fallen comrade, tricking a massive foe into charging into spider silk frozen in time, and choking a woman to death by filling her lungs with bugs.
- Power Rangers:
- It has many examples of Improv Fu, but the most egregious one is that a lot of fight scenes throughout the series features the Rangers fighting grunts in a playground and use the equipment to augment their fighting.
- Mighty Morphin' Power Rangers: Billy the Blue Ranger of the team kind of sucks at fighting, but he manages by using this trope, though by the time he leaves the Rangers he's gotten much better at hand-to-hand.
- Power Rangers Zeo: Occurred with Bulk and Skull when they were accidentally sent to a coliseum in another world and they get saved by another warrior, they have to face down a few guards and ultimately, they were able to take them down with the power of bumbling around.
- Power Rangers RPM: Ziggy The Plucky Comic Relief became a Power Ranger by accident and out of desperation so he had no qualifications or skills to actually be a good fighter. Instead he mostly runs around a fight scene dodging enemies or using nearby props as weapons and ways to protect himself. He gets better at hand to hand throughout the series though.
- Kaizoku Sentai Gokaiger's Green Ranger, "Doc" Don Doggoier, is a Lovable Coward who resorts to tricks like hiding in brush, Explosive Barrels, and even breaking out a squeaky mallet at one point. Then there's the episode where he mans up...
- This was comically sent up in the Almost Live! sketch "Mind Your Manners with Billy Quan." Billy and his antagonist would always fight using items around them as stand-ins for martial arts weapons. (In a computer room, floppy disks became shirukens; in a meat market, links of sausages became nunchaku, etc.)
- Martial Law has Sammo Law present this art in its finest form.
- The Everyman Hero from Feng Shui has this as his or her Unique Schtick.
- Spider-Man: Shattered Dimensions: The Spideys mostly rely on their acrobatics and super strength instead of any set form. Well, except for Noire, who somehow knows Chinese Kung Fu.
- Evil, Inc.: Muskiday and Haynus ad-lib the latter having a "force field" to explain their "capturing" the alternate Miss Match to Up'n Atom. Only a very short time later, Haynus shows off a working force-field generator...
- Girl Genius has Heroic Freestyle which involves a lot of improvisation and getting hit a lot. Given that the only practitioners we know of are both two-person teams (the Heterodyne Boys and the Hoffmann brothers) it may also be based around team combat.
- Sokka of Avatar: The Last Airbender is a Badass Normal warrior in a group where all the other member have Elemental Powers. He is the one who frequently comes up with strategies and plans, including examples like creating bombs to try to simulate fire control, spreading perfume to confuse a creature with super smelling senses, offensive use of stink bombs, discovering a moment where the fire nation would lose their powers and plan an invasion on that day, and taking over a fire nation airship and use it as a projectile to destroy other airships... just to name a few. His ability to improvise plans was part of the reason the master Piandao accepted him as his student.
- Krav Maga is a martial art that teaches improvised combat techniques.
- Many self-defense courses focus on using whatever you have in your hand or around you to incapitate the attacker or put him at disadvantage while you're running away.