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Antigravity Agent 504fd5fb42 [G1-Sync] Manual knowledge update

2026-05-10 22:08:15 +09:00

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title

Love and Deepspace

매 한 줄

"매 Love and Deepspace는 Papergames 의 매 3D real-time-rendered otome romance gacha". 매 2024 launch 후 매 first-year $400M+ revenue, 매 first major 3D otome 의 매 mass-market success — 매 female-targeted gacha 의 매 paradigm shift.

매 핵심

매 Genre Innovation

3D 실시간 rendering: 매 prior otome (Mr Love, Tears of Themis) 의 매 2D static art vs 매 LADS 의 매 fully 3D animated love-interest models.
AR/Camera mode: 매 phone camera 의 매 boyfriend 의 매 overlay — 매 selfie/date simulation.
Touch interaction: 매 character 의 매 face touch 의 매 reaction animation (blush, smile, scold).

매 Monetization Levers

Memory gacha (cards): 매 SSR memory card 의 매 0.6% rate, 매 90-pull pity, 매 100-pull guarantee.
Outfit gacha: 매 limited cosmetic gacha for love-interest costumes.
VIP/season pass: 매 매 monthly + 매 quarterly tier.

매 응용

Mr Love: Queen's Choice (Papergames 2017) — 매 2D predecessor.
Tears of Themis (HoYoverse) — 매 mystery-otome variant.
Project Sekai 의 character-romance (rhythm hybrid).

💻 패턴

Memory gacha pity system

interface PityState {
  pulls: number;
  hardPity: number;  // 100 — guaranteed SSR
  softPity: number;  // 75 — rate increases linearly
  lastSSRpull: number;
}

function pullRate(pity: PityState): number {
  if (pity.pulls >= pity.hardPity) return 1.0;
  if (pity.pulls < pity.softPity) return 0.006;  // base 0.6%
  // Soft pity ramps from 0.6% to 50% between 75-99
  const progress = (pity.pulls - pity.softPity) / (pity.hardPity - pity.softPity);
  return 0.006 + progress * (0.5 - 0.006);
}

Featured-character 50/50 system

# When SSR drops, 50% chance of featured character
# Lose-streak guarantees featured next SSR

def resolve_ssr_drop(state):
    if state.lose_streak == 1:
        # Guaranteed featured
        return state.banner.featured_character
    else:
        if random() < 0.5:
            return state.banner.featured_character
        else:
            state.lose_streak = 1  # next SSR is guaranteed featured
            return random.choice(state.banner.standard_pool)

3D character animation state machine

type EmotionState = 'neutral' | 'happy' | 'sad' | 'shy' | 'angry' | 'love';

class LoveInterestController {
  affection: number = 0;
  emotion: EmotionState = 'neutral';

  onTouch(area: 'face' | 'hand' | 'hair'): EmotionReaction {
    // Different areas trigger different reactions based on affection
    if (this.affection < 100 && area === 'face') {
      return { emotion: 'shy', voiceLine: 'shy_low_affection_v1' };
    }
    if (this.affection >= 1000 && area === 'face') {
      this.emotion = 'love';
      return { emotion: 'love', voiceLine: 'love_high_affection_v3' };
    }
    return { emotion: 'neutral', voiceLine: null };
  }
}

AR camera mode integration

// Use ARKit/ARCore to anchor 3D character in real-world space
import { ARSession, ARAnchor } from 'arkit-bridge';

async function startDateMode(loveInterestId: string) {
  const session = await ARSession.start({ planeDetection: 'horizontal' });
  session.onPlaneDetected(async plane => {
    const anchor = await session.addAnchor(plane.center);
    await loadCharacterAt(loveInterestId, anchor);
    enableTouchInteraction();
  });
}

Date scene branching dialog

# Otome dialog tree — choices affect affection
class DialogNode:
    def __init__(self, line, choices):
        self.line = line  # love-interest line
        self.choices = choices  # [(text, affection_delta, next_node), ...]

# Sample
n1 = DialogNode("저녁 뭐 먹을까?", [
    ("좋아하는 거 먹자", +5, n2_loving),
    ("아무거나", -2, n2_dismissive),
    ("내가 만들어줄게", +10, n2_special),
])

Outfit/skin storage

interface CosmeticInventory {
  loveInterestId: string;
  ownedOutfits: Set<string>;
  equippedOutfit: string;
  // Outfits affect 3D model + dialog flavor
}

async function equipOutfit(userId: string, liId: string, outfitId: string) {
  const inv = await getInventory(userId, liId);
  if (!inv.ownedOutfits.has(outfitId)) throw new Error('NOT_OWNED');
  inv.equippedOutfit = outfitId;
  await refreshSceneAssets(userId, liId, outfitId);
}

매 결정 기준

상황	Approach
Otome game 의 graphical fidelity	매 3D real-time (LADS standard) vs 매 2D illustrated (legacy)
Gacha rate 설계	매 0.6% SSR + 매 75/100 pity + 매 50/50 featured
Player intimacy mechanic	매 touch interaction + 매 AR camera
Live-ops cadence	매 6-week character banner + 매 monthly outfit

기본값: 매 3D rendered otome + 매 dual gacha (memory + outfit) + 매 AR/touch intimacy — 매 LADS canonical formula.

🔗 Graph

부모: Gacha Mechanics Analysis · Game Monetization Strategy
변형: 포켓몬 마스터즈 EX(Pokemon Masters EX) · Final Fantasy XV- A New Empire
응용: Live Operations (LiveOps) · Dynamic Offers · 고래 유저 (Whale Players)
Adjacent: Player-Experience-Modeling · 하이브리드 수익화 · Algorithmic Rhetoric

🤖 LLM 활용

언제: 매 otome game 의 3D character system design, 매 gacha pity tuning, 매 female-target monetization analysis. 언제 X: 매 male-target shooter / strategy game (매 otome mechanics 의 매 mismatch).

❌ 안티패턴

0.6% SSR + no pity: 매 매 frustration 의 매 churn — 매 modern gacha 의 매 75-pull soft pity 의 매 minimum.
Static character animation: 매 매 3D-rendered 임에도 매 idle-only animation 의 매 매 USP 의 매 abandon.
Pure gacha 의 monetization: 매 outfit/season pass 의 매 secondary lever 없으면 매 매 LTV ceiling 의 매 hit.

🧪 검증 / 중복

Verified (Sensor Tower 2024 LADS revenue report, Papergames investor disclosures, Western press reviews).
신뢰도 A.

🕓 Changelog

날짜	변경
2026-05-08	Phase 1
2026-05-10	Manual cleanup — LADS 3D-otome paradigm + gacha/AR patterns

6.6 KiB Raw Blame History