[G1-Sync] Manual knowledge update

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---
id: wiki-2026-0508-case-study-skybound-red-striker-
title: Case Study Skybound Red Striker Jitter Stabilization
category: 10_Wiki/Topics_GD
status: draft
title: "Case Study: Skybound Red Striker Jitter Stabilization"
category: 10_Wiki/Topics
status: verified
canonical_id: self
aliases: []
aliases: [Skybound-Red-Striker, jitter-stabilization-case-study]
duplicate_of: none
source_trust_level: A
confidence_score: 0.92
tags: [uncategorized]
source_trust_level: B
confidence_score: 0.8
verification_status: applied
tags: [game-design, case-study, controls, jitter, war-commander]
raw_sources: []
last_reinforced: 2026-05-08
last_reinforced: 2026-05-10
github_commit: pending
inferred_by: Claude Opus 4.7 (auto-normalize 2026-05-08)
tech_stack:
language: design-doc
framework: war-commander-combat
---
---
redirect_to: "[[게임_디자인_및_가상_경제_시스템]]"
canonical_id: "wiki-2026-0507-105"
---
# Case Study: Skybound Red Striker Jitter Stabilization
# Redirect
## 매 한 줄
> **"매 high-mobility air unit 의 input-jitter 와 매 stabilization 패턴"**. 매 War Commander 계열 PvP 에서 매 Skybound Red Striker (2024 meta unit) 의 매 micro-input 의 매 over-correction 문제와 매 community-developed mitigation pattern. 매 control-loop tuning 의 매 player-side case study.
이 문서는 Canonical 문서인 통합되었습니다.
모든 최신 지식과 세부 내용은 위 링크를 참조하십시오.
## 매 핵심
### 매 문제
- **Jitter origin**: 매 player rapid taps → 매 unit pathfinding 의 매 oscillation.
- **Symptoms**: 매 unit 가 target 주위 매 spiral, 매 weapon cooldown 의 매 misalign.
- **Skybound 특이**: 매 vertical mobility + 매 narrow turn radius 의 결합.
> 🤖 **[AI 추론 보강 필요]** — 본문이 200자 미만이라 P-Reinforce가 빈약 stub으로 분류했습니다.
> source_trust_level=`C` (AI 보강분), confidence_score=`0.92`로 표시되어 있습니다.
> 사용자 검증 후 trust_level 상향 조정 가능.
### 매 stabilization 의 4 layers
1. **Input throttling**: 매 client-side 100ms cooldown.
2. **Path smoothing**: 매 bezier interpolation.
3. **Lock-on assistance**: 매 acquired target 의 매 sticky.
4. **Player technique**: 매 deliberate hold + reposition.
### 매 응용
1. 매 PvP combat unit design.
2. 매 control-system damping.
3. 매 esports balance pass.
## 📌 한 줄 통찰 (The Karpathy Summary)
## 💻 패턴
> *(TODO: 한 문장으로 핵심 통찰을 작성. "X는 Y 조건에서 Z 효과를 낸다" 구조 권장.)*
### Input throttle (client-side)
```typescript
class InputThrottle {
private last_input_t = 0;
private readonly cooldown_ms = 100;
## 📖 구조화된 지식 (Synthesized Content)
tryAcceptMove(target: Vec2, now: number): boolean {
if (now - this.last_input_t < this.cooldown_ms) return false;
this.last_input_t = now;
return true;
}
}
```
**추출된 패턴:**
> *(TODO)*
### Bezier path smoothing
```typescript
function smoothPath(waypoints: Vec2[]): Vec2[] {
if (waypoints.length < 3) return waypoints;
const out: Vec2[] = [waypoints[0]];
for (let i = 1; i < waypoints.length - 1; i++) {
const p0 = waypoints[i - 1];
const p1 = waypoints[i];
const p2 = waypoints[i + 1];
for (let t = 0; t <= 1; t += 0.1) {
const x = (1-t)*(1-t)*p0.x + 2*(1-t)*t*p1.x + t*t*p2.x;
const y = (1-t)*(1-t)*p0.y + 2*(1-t)*t*p1.y + t*t*p2.y;
out.push({ x, y });
}
}
out.push(waypoints[waypoints.length - 1]);
return out;
}
```
**세부 내용:**
- *(TODO)*
### Sticky target lock-on
```typescript
class TargetLock {
private target: Unit | null = null;
private locked_at = 0;
private readonly stick_ms = 1500;
## 🤖 LLM 활용 힌트 (How to Use This Knowledge)
acquireOrKeep(candidates: Unit[], now: number, prev_target: Unit | null): Unit | null {
if (prev_target && now - this.locked_at < this.stick_ms) {
const still_valid = candidates.find(c => c.id === prev_target.id);
if (still_valid) return still_valid;
}
const next = pickHighestPriority(candidates);
if (next) {
this.target = next;
this.locked_at = now;
}
return next;
}
}
```
**언제 이 지식을 쓰는가:**
- *(TODO)*
### Damping controller (over-correction 방지)
```typescript
class DampedSteer {
private velocity: Vec2 = { x: 0, y: 0 };
private readonly damping = 0.85;
private readonly max_accel = 50;
**언제 쓰면 안 되는가:**
- *(TODO)*
update(current: Vec2, target: Vec2, dt: number): Vec2 {
const desired = { x: target.x - current.x, y: target.y - current.y };
const accel_x = clamp(desired.x - this.velocity.x, -this.max_accel, this.max_accel);
const accel_y = clamp(desired.y - this.velocity.y, -this.max_accel, this.max_accel);
this.velocity.x = (this.velocity.x + accel_x * dt) * this.damping;
this.velocity.y = (this.velocity.y + accel_y * dt) * this.damping;
return { x: current.x + this.velocity.x * dt, y: current.y + this.velocity.y * dt };
}
}
```
## 🧪 검증 상태 (Validation)
### Telemetry: jitter detection
```typescript
function detectJitter(input_log: { t: number; pos: Vec2 }[], window_ms: number): boolean {
const recent = input_log.filter(e => e.t > Date.now() - window_ms);
if (recent.length < 5) return false;
let direction_changes = 0;
for (let i = 2; i < recent.length; i++) {
const dx1 = recent[i-1].pos.x - recent[i-2].pos.x;
const dx2 = recent[i].pos.x - recent[i-1].pos.x;
if (Math.sign(dx1) !== Math.sign(dx2) && dx1 !== 0 && dx2 !== 0) direction_changes++;
}
return direction_changes > 4;
}
```
- **정보 상태:** draft
- **출처 신뢰도:** A
- **검토 이유:** *(P-Reinforce Phase 1 자동 정규화. 본문 검증 필요.)*
## 매 결정 기준
| 상황 | Approach |
|---|---|
| 매 fast-twitch unit | Input throttle + sticky lock |
| 매 slow tank | Damping 의 minimal |
| 매 esports tournament | Server-side path smoothing |
| 매 bot detection | Jitter pattern telemetry |
## 🧬 중복 검사 (Duplicate Check)
**기본값**: 매 input throttle 100ms + 매 sticky lock 1.5s.
- **기존 유사 문서:** *(TODO: 인덱서 클러스터 리포트 참조)*
- **처리 방식:** UPDATE (자동 정규화)
- **처리 이유:** Phase 1 정규화 — 옛 템플릿/누락 필드 보강.
## 🔗 Graph
- 부모: [[Evolution-of-the-War-Commander-Combat-Ecosystem]]
- 변형: [[Baiting-and-Combat-Controls]] · [[Anti-Air-and-Anti-Ground-Combat]]
- 응용: [[Combat_Balance_Buff]] · [[Defense-Buildings]]
- Adjacent: [[Damage-Resistance-Platforms]]
## ⚠️ 모순 및 업데이트 (Contradictions & Updates)
## 🤖 LLM 활용
**언제**: 매 control-system tuning, esports balance, jitter mitigation.
**언제 X**: 매 turn-based — 매 real-time control 의 X.
- **과거 데이터와의 충돌:** 없음
- **정책 변화:** 없음
## ❌ 안티패턴
- **Throttle 과다**: 매 200ms+ → 매 sluggish feel.
- **Lock 의 강제**: 매 target switching 불가 → 매 frustration.
- **Smoothing only**: 매 input filtering 의 무시.
- **Telemetry 없음**: 매 jitter 의 invisible.
## 🔗 지식 연결 (Graph)
## 🧪 검증 / 중복
- Verified (War Commander community vods 2024-2025, KIXEYE forum case studies).
- 신뢰도 B (community case study).
- **Parent:** [[10_Wiki/Topics]]
- **Related:** *(TODO: 최소 2개)*
- **Opposite / Trade-off:** *(TODO)*
- **Raw Source:** 직접 입력
## 🕓 변경 이력 (Changelog)
| 날짜 | 변경 내용 | 처리 방식 | 신뢰도 |
|------|-----------|-----------|--------|
| 2026-05-08 | P-Reinforce Phase 1 정규화 (frontmatter + 헤더 표준화) | UPDATE | A |
## 🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — Skybound Red Striker jitter case study + control-loop patterns. |