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2nd/10_Wiki/Topics/Domain_General/From_Other/Ambition.md
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Antigravity Agent c24165b8bc refactor(topics): 멀티 에이전트용 지식 재편 — _Common(공통 기본기) + Domain_* 구조
에이전트 8종(대화형/프로그래머 C·S/디자이너/설계자/기획자/QA/PD/PM)에게
[공통 기본 능력 + 롤별 Specialty] 2층으로 지식을 주입하기 위한 재분류.
문서 내용·포맷은 무수정, 폴더 이동만 (6,372개 문서 수 보존 확인).

- Topic_Programming → Domain_Programming (내부 구조 보존)
- Topic_Graphic → Domain_Design
- Topic_Business → Domain_Product
- Topic_General → Domain_General
- _Common 신설: Math(구 Topic_Math_Specialty), Reasoning(구 General/From_Thinking & Reasoning),
  Reasoning_Creativity(구 General/From_창의성), Communication(Poetic_Blog_Writing + From_writing)
- 타 도메인의 From_* 폴더는 유지 (출처 표기일 뿐, 이미 도메인에 맞게 분류된 문서)
- 빈 폴더 정리 (memory/procedures)
- 에이전트→폴더 매핑은 workspace의 .astra/agent-knowledge-map.json (9개 에이전트)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-11 11:05:56 +09:00

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Drive
Aspiration
Achievement Motivation
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psychology
motivation
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goal-setting
2026-05-10 pending
language framework
na na

Ambition

매 한 줄

"매 ambition 은 매 high-effort goal pursuit 의 disposition — 매 status, mastery, 또는 contribution 의 desire". 매 Aristotle 의 megalopsychia, 매 McClelland achievement motive (1961), 매 modern Big-Five conscientiousness facet, 매 2026 startup / AI lab 의 매 cultural backbone.

매 핵심

매 3 종류 (McClelland)

  • Achievement (nAch): 매 mastery, 매 personal best.
  • Power (nPow): 매 influence, 매 hierarchy.
  • Affiliation (nAff): 매 belonging — 매 ambition 의 lower component.

매 Healthy vs unhealthy

  • Healthy: 매 internal standard, 매 growth-oriented, 매 sustainable pace.
  • Unhealthy: 매 zero-sum, 매 status-only, 매 burnout trajectory.

매 응용

  1. Career planning: 매 long-term ambition + short-term milestone.
  2. Team formation: 매 ambition mismatch 매 conflict source.
  3. Founder evaluation: 매 VC 매 ambition × execution = 매 outlier prediction.

💻 패턴

Pattern 1: SMART goal 변환

@dataclass
class Goal:
    specific: str
    measurable: str   # KPI
    achievable: bool
    relevant: str     # tied to long-term ambition
    time_bound: str   # deadline

def from_ambition(amb: str) -> list[Goal]:
    # 매 long-term ambition → 매 quarterly SMART goal 분해
    return decompose(amb, horizon="90d")

Pattern 2: OKR mapping

objective: "Become 매 top-tier ML researcher by 2028"
key_results:
  - publish 2 first-author papers at NeurIPS/ICML by 2026 Q4
  - build a reproducible research framework with 100+ stars
  - maintain weekly peer-reading group (12+ sessions)

Pattern 3: Burnout early-warning

signals = {
    "sleep_hours": lambda x: x < 6,
    "weekly_exercise_min": lambda x: x < 60,
    "non-work social hours": lambda x: x < 3,
    "sustained weeks at >55h work": lambda x: x > 8,
}
risk = sum(fn(stats[k]) for k, fn in signals.items())
if risk >= 3:
    print("ambition crossing into burnout")

Pattern 4: 매 Ambition × ability matrix

def quadrant(ambition: float, ability: float) -> str:
    if ambition > 0.7 and ability > 0.7: return "outlier"
    if ambition > 0.7 and ability <= 0.7: return "growth"
    if ambition <= 0.7 and ability > 0.7: return "underutilized"
    return "stable"

Pattern 5: 매 Long-horizon planning template

## 10-year ambition
[북극성]

## 3-year milestones
- [milestone 1]
- [milestone 2]

## 1-year goals
- [...]

## 90-day OKR
- [...]

## 매 weekly action
- [...]

매 결정 기준

상황 Ambition adjustment
매 chronic exhaustion 매 scope down — 매 sustainability
매 boredom / plateau 매 stretch goal — 매 zone of proximal dev
매 imposter syndrome 매 evidence log — 매 calibration
매 family/health conflict 매 ambition rebalance — long arc

기본값: 매 ambition × execution × time. 매 raw ambition 만 의 X — 매 daily compounding habit 우선.

🔗 Graph

🤖 LLM 활용

언제: 매 LLM coach — 매 ambition decomposition (10y → 90d), 매 OKR drafting, 매 burnout signal 모니터링. 언제 X: 매 deep value clarification — 매 human therapist / mentor 우선.

안티패턴

  • Ambition without execution: 매 vision deck 만 매 매년 update.
  • Status-only ambition: 매 external validation 의 dependence — 매 fragile.
  • Comparison spiral: 매 social media 비교 — 매 distorted.
  • All-or-nothing horizon: 매 10y goal 만 보고 매 90d action 의 X.

🧪 검증 / 중복

  • Verified (McClelland The Achieving Society 1961, Duckworth Grit 2016, Big Five conscientiousness research).
  • 신뢰도 A-.

🕓 Changelog

날짜 변경
2026-05-08 Phase 1
2026-05-10 Manual cleanup — McClelland 3 motives + 매 OKR/burnout 패턴