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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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id, title, category, status, verification_status, canonical_id, aliases, duplicate_of, source_trust_level, confidence_score, created_at, updated_at, review_reason, merge_history, tags, raw_sources, applied_in, github_commit
id title category status verification_status canonical_id aliases duplicate_of source_trust_level confidence_score created_at updated_at review_reason merge_history tags raw_sources applied_in github_commit
python-dictionaries Python Dictionaries Programming_Language draft conceptual
파이썬 딕셔너리
B 0.9 2026-07-04 2026-07-04
python
programming
w3schools
dictionaries
https://www.w3schools.com/python/python_dictionaries.asp

Python Dictionaries

🎯 한 줄 통찰 (One-line insight)

A dictionary stores key:value pairs — ordered since Python 3.7, changeable, no duplicate keys — and assigning to an existing key silently OVERWRITES it rather than raising an error or creating a duplicate. [S1]

🧠 핵심 개념 (Core concepts)

  • Dictionary — stores data in key:value pairs; one of 4 built-in collection types. [S1]
  • Ordered (3.7+) — item order is defined and persists; prior to 3.7, dictionaries were unordered. [S1]
  • Changeable — items can be changed, added, removed after creation. [S1]
  • No duplicate keys — repeating a key in a literal overwrites the earlier value. [S1]
  • dict() constructor — alternative creation syntax: dict(name="John", age=36). [S1]

🧩 추출된 패턴 (Extracted patterns)

  • Silent overwrite on duplicate key{"year": 1964, "year": 2020} doesn't error or keep both; the later value simply wins — a subtle footgun if a dict literal is built programmatically with accidental key collisions. [S1]

📖 세부 내용 (Details)

  • Basic creation: thisdict = {"brand": "Ford", "model": "Mustang", "year": 1964}. [S1]
  • Access by key: print(thisdict["brand"]). [S1]
  • Duplicate key overwrite: {"year": 1964, "year": 2020} → keeps only 2020. [S1]
  • Mixed value types: {"brand": "Ford", "electric": False, "year": 1964, "colors": ["red","white","blue"]}. [S1]
  • Constructor: thisdict = dict(name="John", age=36, country="Norway"). [S1]

⚖️ 모순 및 업데이트 (Contradictions & updates)

  • 순서 보장은 버전 종속적: Python 3.7+부터 순서 보장, 이전 버전은 무순서. [S1]

🛠️ 적용 사례 (Applied in summary)

현재 발견된 실제 적용 사례가 없습니다 — 이후 Access/Change/Add/Remove/Loop/Copy/Nested/Methods 챕터의 기초 개론이다. [S1]

💻 코드 패턴 (Code patterns)

Basic dictionary creation and access (Python):

thisdict = {"brand": "Ford", "model": "Mustang", "year": 1964}
print(thisdict["brand"])

검증 상태 및 신뢰도

  • 상태: draft
  • 검증 단계: conceptual
  • 출처 신뢰도: B (W3Schools — widely used educational reference, not a primary standards body)
  • 신뢰 점수: 0.90
  • 중복 검사 결과: 신규 생성 (New discovery)

🔗 지식 그래프 (Knowledge Graph)

📚 출처 (Sources)

📝 변경 이력 (Change history)

  • 2026-07-04: Initial draft synthesized from the W3Schools "Python Dictionaries" page (Astra wiki-curation, P-Reinforce v3.1 format).