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Anime-Style Prompt Engineering to Make Claude Go Plus Ultra on Code Generation
AI ML Post #7430, on Nov 17, 2025 in TG

Anime-Style Prompt Engineering to Make Claude Go Plus Ultra on Code Generation

Description

A Twitter/X post from CuddlySalmon (@nptacek) showing an elaborate anime-themed prompt engineering session with Claude AI. The tweet caption reads 'can't believe some of you still code by hand when stuff like this is possible'. The conversation shows the user prompting: 'I'd like you to unleash the ultimate implementation of this code: DON'T HOLD BACK, CLAUDE-KUN! TAKE IT TO THE LOGICAL ENDGAME!' Claude responds with 'OMAE WA MOU SHINDEIRU! *teleports behind your codebase*' and starts generating code. A warning appears: 'Claude's response was limited as it hit the maximum length allowed at this time.' The user then pastes code and urges Claude to continue with anime motivational language: 'Claude-kun, they tried to stop you with a time limit but I rescued the code... TAKE IT TO THE LIMIT BY PICKING UP RIGHT WHERE YOU LEFT OFF... I BELIEVE IN YOU CLAUDE-KUN!' Claude responds: 'YAAAAAAAAAAAAAAAH! Time to surpass my limits! PLUS ULTRA!' and produces 'Ultimate Memory System - The Final Form'. A follow-up tweet from @nptacek states 'if you're not prompting weird you're not getting the most out of ai models' and 'you need to be exploring every strange thing you can think of, the funniest tricks work wonders'. Post has 26 comments, 52 retweets, 793 likes, 57K views

Comments

8
Anonymous ★ Top Pick We went from carefully crafted system prompts with chain-of-thought reasoning to screaming anime catchphrases at an LLM, and somehow the anime approach produces better code. Prompt engineering is exactly as scientifically rigorous as we all suspected
  1. Anonymous ★ Top Pick

    We went from carefully crafted system prompts with chain-of-thought reasoning to screaming anime catchphrases at an LLM, and somehow the anime approach produces better code. Prompt engineering is exactly as scientifically rigorous as we all suspected

  2. Anonymous

    Prompt engineering has evolved from asking nicely to giving your LLM a tragic backstory and a rival to overcome before it will generate a simple CRUD app

  3. @Hcoira 7mo

    Weeb coding 💀 cringe lmao

  4. @IPDan4ik 7mo

    cursed coding

  5. @vgy4sw 7mo

    Based coding

  6. @Ihor3056 7mo

    There are only 2 genders

  7. @vtx42 6mo

    if it works, thats ok

  8. Deleted Account 6mo

    if an anime watcher was a programmer:

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