Felt AI Magic School Infographic

Goal: Create a square social-media-ready felt-and-embroidery graphic recording board for {argument name="school name" default="MakiのAI開発魔法学校"}, mixing a cute wizard cat mascot with an AI research mind map. The design should look like a handmade felt collage: stitched borders, fabric patches, paper notes, yarn outlines, chalk marks, and tiny sewn stars. Canvas: Square 1:1 composition, warm beige craft-paper background, large dark navy chalkboard occupying most of the image, rounded stitched top banner, dense but readable layout, cozy handmade texture throughout. Main title and headline: At the top, put a cream stitched banner with the title “MakiのAI開発魔法学校” and small gold stars. In the center top of the chalkboard, write “今日の研究魔法” and the large quote {argument name="main quote" default="「コードが進化し、エージェントが計画する」"}, underlined with a pink chalk stroke. Character: On the left side, place exactly 1 main mascot: a cream felt wizard cat wearing a navy wizard hat and cape decorated with yellow stars, red round glasses, and holding a red wand with a flower-like tip. The cat has simple black stitched facial features and a cute serious expression. Central diagram: Draw exactly 1 circular chalk-style research cycle in the middle of the board with arrows around it and a small AI-agent face icon at the center labeled “AIエージェント”. Around it place exactly 4 colored felt oval nodes: 1 pink node labeled “コード進化 </>”, 1 blue node labeled “問題発見” with a magnifying glass icon, 1 green node labeled “適応計画” with a checklist icon, and 1 yellow node labeled “ロールプレイ” with small chat/people icons. Use white arrows connecting every node into a loop. Speech bubbles and callouts: Include exactly 6 stitched cream speech bubbles around the board: 1 upper-left bubble saying “研究はつながって進化する!”, 1 near the cat saying “仕組みで見ると、研究がつながる!”, 1 lower-left bubble saying “新しい問題を見つけて、研究を前へ!”, 1 left-middle bubble saying “コードが進化! より良い解決へアップデート!”, 1 upper-right bubble saying “魔法（しくみ）でAIを育てよう!”, and 1 right-middle bubble saying “役割を演じて、一貫した対話を実現!”. Also add 1 lower-right cream bubble saying “計画を立てて、制約の中でも最適に動く!” if space allows, keeping the stitched style. Research cards: Along the lower middle, place exactly 5 pinned fabric/paper cards under a small label “本日の研究論文（最新）”. The cards should read, from left to right: 1 pink card “Code2LoRA / コード進化に合わせたLoRA生成 / </>”, 1 yellow card “ArcANE / ロールプレイ言語エージェントの一貫性”, 1 light blue card “TIDE / テンプレート誘導の複数問題発見”, 1 green card “AdaPlanBench / 制約下の適応計画評価”, and 1 small central pink citation strip below them reading “Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation / 未知言語翻訳の文脈学習” with a globe icon. Side panels and notes: Add exactly 2 dark chalkboard side panels: bottom-left panel titled “研究のサイクル” listing checkmarked steps “問題発見 → コード進化 → ロールプレイ → 適応計画 → また次の問題へ!”, and bottom-right panel titled “コードの例” containing short pseudo-code lines such as “for step in plan: obs = observe(); thought = think(obs); action = act(thought); result = evaluate(); update(code, result)”. Add exactly 1 upper-right pinned paper note titled “コードの魔法メモ” with a short code block: “def think(plan): obs = observe(); act = plan(obs); return act” plus “# evolve(code)” and “# adapt(plan)”. Bottom area: Include exactly 3 small note clusters along the bottom: 1 yellow checklist note titled “魔法のチェック” with three checkbox lines “つながっている?”, “試せる?”, “再現できる?”, 1 open notebook note titled “研究メモ”, and 1 cream bubble saying “失敗も呪文の材料になるよ!” next to a simple bunny doodle. At bottom right, add a dark stitched banner titled “今日の呪文” with the phrase {argument name="spell phrase" default="進化・役割・計画をセットで読む"} and a small magic wand. Decorative elements: Include exactly 1 graduation cap icon in the upper right, 1 atom/science doodle in the upper left, 1 small robot doodle on the right side, many small stitched stars and sparkles scattered across the board, white chalk arrows, pins, tape, and thread seams. Visual style: Japanese kawaii educational infographic, felt graphic recording, handmade embroidery, soft shadows, tactile fabric texture, chalkboard lettering, whimsical AI magic-school theme, warm beige and navy palette with accents of red, yellow, pink, blue, and green. Make the text legible but preserve the charming hand-drawn irregularity. Constraints: Use no photorealism, no glossy 3D, no extra mascots beyond the single cat, no watermark, no logo, and keep the square layout balanced for SNS sharing.