Files

T

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

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

7.9 KiB

Raw Blame History

id, title, category, status, canonical_id, aliases, duplicate_of, source_trust_level, confidence_score, verification_status, tags, raw_sources, last_reinforced, github_commit, tech_stack

title

Cognition · Overcoming · Action

📌 한 줄 통찰

"매 認知 + 매 克復 + 매 行動". 매 CHAOS / VUCA 환경 의 corporate longevity 의 3-pillar resilience. 매 awareness → 매 strategy → 매 execution. 매 OODA loop (Boyd) 와 의 east-west parallel.

매 핵심

1. 認知 (Cognition / Awareness)

칼날 같은 sharpness + 화살 같은 speed.
매 environment understanding.
매 leader 의 insight + 매 team 의 collective intelligence.
매 weakness / risk 의 early detect.
매 forecasting 의 limit 의 acknowledge.

2. 克復 (Overcoming / Recovery)

방패로 목표를 굳건 + 사람들 의 협력.
매 strategy formulation.
매 core competency 의 identify.
매 mutual support (相生) + collaboration.
매 internal + external stakeholder 의 leverage.

3. 行動 (Action / Execution)

불안정한 walk 속 의 balance + 결단력.
매 boldness + 매 sustained.
매 status quo 의 break.
매 transformation / innovation.
매 fail-fast + 매 learn.

매 OODA loop 와 의 비교 (Boyd)

Korean	OODA
認知	Observe + Orient
克復	Decide
行動	Act

→ 매 cycle 의 fast 의 win.

매 application

CEO / leader

매 weak signal detect.
매 strategy pivot.
매 organization mobilize.

Engineering team

매 incident response.
매 architecture pivot.
매 tech debt sprint.

Investing

매 market signal.
매 thesis update.
매 position adjust.

Personal

매 career signal.
매 skill pivot.
매 deliberate practice.

매 modern context (VUCA / BANI)

VUCA: Volatility, Uncertainty, Complexity, Ambiguity.
BANI: Brittle, Anxious, Non-linear, Incomprehensible.
매 frequency of pivot 의 ↑.

매 trade-off

Cognition: 매 forecasting 의 trap (over-confidence).
Overcoming: 매 sunk cost 의 fallacy.
Action: 매 hyper-action (no reflection).
→ 매 인내(忍) + 매 균형 의 essential.

매 anti-pattern

매 paralysis (perfect cognition).
매 emotional pivot (no overcoming).
매 hyper-execution (no awareness).
매 single iteration (no loop).

💻 패턴 (응용)

OODA / 인지-극복-행동 cycle

class OODACycle:
    def __init__(self):
        self.iterations = 0
    
    def run(self, environment):
        # 매 1. Cognition (인지)
        signals = self.observe(environment)
        context = self.orient(signals)
        
        # 매 2. Overcoming (극복)
        options = self.generate_options(context)
        decision = self.decide(options)
        
        # 매 3. Action (행동)
        outcome = self.act(decision)
        
        self.iterations += 1
        return outcome
    
    def observe(self, env): return env.scan()
    def orient(self, signals): return analyze_with_history(signals)
    def generate_options(self, ctx): return brainstorm(ctx)
    def decide(self, options): return pick_best(options)
    def act(self, decision): return execute(decision)

Weak signal detection

def weak_signal_audit(period_days=30):
    signals = []
    
    # 매 customer signal
    if churn_rate_change(period_days) > 0.02:
        signals.append({'type': 'customer', 'severity': 'medium'})
    
    # 매 employee signal
    if engagement_score_change(period_days) < -0.5:
        signals.append({'type': 'culture', 'severity': 'high'})
    
    # 매 market signal
    if competitor_funding_signal():
        signals.append({'type': 'market', 'severity': 'high'})
    
    # 매 tech signal
    if new_paradigm_emerging():
        signals.append({'type': 'tech', 'severity': 'monitor'})
    
    return signals

Strategy pivot decision

def pivot_decision_framework(current_strategy, signals):
    """매 인지 → 매 극복 의 transition."""
    severity_threshold = 5  # 매 cumulative
    severity = sum({'high': 3, 'medium': 1, 'low': 0}[s['severity']] for s in signals)
    
    if severity < severity_threshold:
        return 'continue'
    
    options = [
        ('persevere', 'Same strategy, double down'),
        ('pivot_market', 'New customer segment'),
        ('pivot_product', 'New product feature'),
        ('pivot_business_model', 'New revenue model'),
        ('exit', 'Sell / shutdown'),
    ]
    
    # 매 specific decision criteria
    return decide(options, signals, financial_runway, team_capability)

Action sprint

def crisis_response_sprint(decision, weeks=2):
    """매 결단 후 의 fast execution."""
    return [
        {'week': 1, 'goals': [
            'Communicate decision to all stakeholders',
            'Reorganize team structure',
            'Kill 2 lowest-priority projects',
            'Allocate budget to new direction',
        ]},
        {'week': 2, 'goals': [
            'Ship initial proof point',
            'Measure early signal',
            'Adjust based on feedback',
        ]},
    ]

Reflection cadence (인내)

def reflection_schedule():
    return {
        'daily': '5 min: did I act in alignment?',
        'weekly': '30 min: signals & decisions review',
        'monthly': '2 hr: strategy review',
        'quarterly': '1 day: deep reset + premortem',
        'yearly': 'retreat: vision + values',
    }

Pre-mortem (인지 + 극복)

def premortem(plan):
    """매 imagine failure 의 prevent."""
    return {
        'imagine_year': 'now + 1 year',
        'failure_modes': [
            'What was the biggest reason?',
            'What was the early warning we missed?',
            'What constraint was binding?',
        ],
        'mitigations': [
            'For each failure mode, what is the early indicator?',
            'What is the preventive action?',
            'Who owns it?',
        ],
    }

🤔 결정 기준

상황	Phase emphasis
Stable	인지 (early signal)
Crisis emerging	인지 → 극복
Decision time	극복
Execution	행동
Aftermath	Reflection (인내)
Routine	Cycle continuous

기본값: 매 weekly cycle. 매 quarterly deep review. 매 daily small adjustment.

🔗 Graph

부모: Leadership · Strategy · Decision-Theory
변형: OODA-Loop · VUCA · BANI · Resilience
응용: Crisis-Management · Strategic-Agility · Premortem
Adjacent: Bounded-Rationality · Antifragility · Articulateness · Be-Detailed

🤖 LLM 활용

언제: 매 strategic decision. 매 leadership coaching. 매 crisis response. 매 quarterly review. 언제 X: 매 simple operational task. 매 daily code review.

❌ 안티패턴

Cognition only (paralysis): 매 act 의 X.
Action only (hyper): 매 reflection X.
Single cycle: 매 iterate 의 X.
No metric: 매 outcome 의 verify X.
Sunk cost: 매 극복 의 wrong direction maintain.
Group think: 매 collective intelligence 의 fail.

🧪 검증 / 중복

Verified (Korean business literature, Boyd OODA, VUCA US Army War College).
신뢰도 B.
Related: OODA-Loop · Antifragility · Bounded-Rationality · Premortem · Case Interviews.

🕓 Changelog

날짜	변경
2026-05-04	Auto-mapped
2026-05-08	Phase 1
2026-05-10	Manual cleanup — 3 pillar + OODA + 매 weak signal / pivot / premortem code

7.9 KiB Raw Blame History