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Topic_Agent/Topic_Blog/Topics/Topics_Biz/Topics_Meeting/Topics_Rag의 마크다운 지식 문서를 Topic_General/Topic_Programming/Topic_Graphic/Topic_Business 4개 카테고리로 재분류. - 중복 제거: frontmatter의 status:duplicate/merged + duplicate_of/redirect_to 필드로 자기 자신을 중복으로 선언한 리다이렉트 stub 1032개 제거, 완전 동일 내용 파일 472개 제거, 동일 파일명·다른 내용 충돌 시 더 큰(완전한) 버전만 유지(162개 제거) — 총 1639개 중복 제거. - 분류: 폴더 단위로 명확한 항목(AI_and_ML/Coding/Architecture 등 → Programming, Comfyui/Visual_Effects → Graphic, Topics_Biz/Topics_Meeting/사업 등 → Business, Poetic_Blog_Writing/창의성/Game_Design 등 → General)은 폴더 우선순위로, 나머지 혼재 폴더(Topic_Agent/Topic_Blog/Topics 루트/Thinking & Reasoning/Other/UI_UX_Assets)는 title/tags 키워드 스코어링으로 파일 단위 분류(불명확한 경우 General로 폴백). 원본 폴더명은 "From_*" 서브폴더로 보존해 추적 가능성 유지. - 최종 배치: Programming 2784 / General 1608 / Graphic 285 / Business 249 = 4926개 문서. - 에이전트 운영 상태(.astra/.agent/.obsidian/sessions/memory/_company/docs/lessons/_shared/src)는 지식 콘텐츠가 아니므로 재분류 대상에서 제외하고 원위치 유지. - Topics/Topic_email(상위 보호 폴더 Topic_email과 파일명 100% 중복) 삭제 — 보호 폴더 자체는 미변경. - 완전히 비게 된 Topic_Agent/Topic_Blog/Topics_Biz/Topics_Rag 폴더 제거.
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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
| 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 | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wiki-2026-0508-iso-25010 | ISO 25010 | 10_Wiki/Topics | verified | self |
|
none | A | 0.95 | applied |
|
2026-05-10 | pending |
|
ISO 25010
매 한 줄
"매 ISO/IEC 25010 의 software product quality 의 international standard 의 model". 매 2011 의 first edition 의 publish, 매 2023 의 revision 의 release — 매 9 quality characteristics + 31 sub-characteristics 의 hierarchy 의 통한 NFR (non-functional requirement) 의 systematic 의 분류.
매 핵심
매 9 Top-Level Characteristics (2023 edition)
- Functional Suitability: completeness, correctness, appropriateness.
- Performance Efficiency: time behavior, resource utilization, capacity.
- Compatibility: co-existence, interoperability.
- Interaction Capability (renamed from Usability in 2023): appropriateness recognizability, learnability, operability, user error protection, UI aesthetics, accessibility.
- Reliability: maturity, availability, fault tolerance, recoverability.
- Security: confidentiality, integrity, non-repudiation, accountability, authenticity, resistance.
- Maintainability: modularity, reusability, analyzability, modifiability, testability.
- Portability: adaptability, installability, replaceability.
- Flexibility (new in 2023): adaptability, scalability, installability, replaceability — overlap intentional.
매 SQuaRE Family
- ISO/IEC 25000: SQuaRE Guide (umbrella).
- ISO/IEC 25010: Quality Model (this doc).
- ISO/IEC 25012: Data Quality.
- ISO/IEC 25023: Measurement of System and Software Quality.
- ISO/IEC 25040: Evaluation Process.
매 응용
- NFR specification 의 checklist.
- Architecture decision 의 trade-off analysis (ATAM input).
- Acceptance criteria 의 derive.
💻 패턴
NFR Spec Template (Markdown)
## NFR — Order Service
| Characteristic | Sub | Target | Measurement |
|---|---|---|---|
| Performance Efficiency | Time behavior | p99 < 200ms | Prometheus histogram |
| Reliability | Availability | 99.95% | Uptime checks |
| Security | Confidentiality | TLS 1.3, AES-256 at rest | Pen test |
| Maintainability | Testability | Coverage ≥ 80% | Codecov |
| Compatibility | Interoperability | OpenAPI 3.1 conformance | Spectral lint |
ADR with ISO 25010 Trade-off
# ADR-007: Adopt CQRS for Order Service
## Quality Trade-offs (ISO 25010)
- (+) Performance Efficiency — read model 의 denormalization 의 통한 query speed
- (+) Scalability (Flexibility) — read/write 의 independent scaling
- (-) Maintainability — modularity↑ but analyzability↓ (eventual consistency 의 reasoning 의 difficulty)
- (-) Reliability — availability↑ but maturity↓ (operational complexity)
Quality Attribute Scenario (SEI ATAM style)
scenario:
attribute: Performance Efficiency
source: User on mobile network
stimulus: Submit order
artifact: Order API
environment: Normal load (1k RPS)
response: Order persisted, confirmation returned
measure: p99 latency ≤ 250ms, error rate < 0.1%
Test Mapping
// jest.config.ts — ISO 25010 의 test category 의 tag
export default {
projects: [
{ displayName: 'functional-suitability', testMatch: ['**/*.spec.ts'] },
{ displayName: 'performance-efficiency', testMatch: ['**/*.perf.ts'] },
{ displayName: 'security', testMatch: ['**/*.sec.ts'] },
{ displayName: 'reliability', testMatch: ['**/*.chaos.ts'] },
],
};
SonarQube Mapping
# Reliability rating → ISO Reliability
# Security rating → ISO Security
# Maintainability → ISO Maintainability (technical debt ratio)
# Coverage → Maintainability/Testability
sonar.qualitygate.wait=true
매 결정 기준
| 상황 | Approach |
|---|---|
| New product NFR | full 9-characteristic 의 checklist |
| Brownfield refactor | Maintainability + Reliability 의 focus |
| Compliance (GDPR/HIPAA) | Security 의 deep dive |
| Mobile/IoT | Performance Efficiency + Portability |
기본값: 매 9 characteristic 의 review, 매 sprint planning 의 NFR 의 explicit 의 capture.
🔗 Graph
- 부모: Software-Quality · Non-Functional-Requirements
- 변형: ISO 25010 (alias) · (measurement)
- 응용: ATAM · ADR
- Adjacent: SonarQube
🤖 LLM 활용
언제: NFR draft 의 generation, ADR trade-off 의 articulation, missing quality attribute 의 detect. 언제 X: organizational quality threshold 의 decision (business 의 risk appetite 의 reflection 필요).
❌ 안티패턴
- Functional-only: NFR 의 ignore → 매 production 의 surprise.
- Vague targets: "fast", "secure" 의 measurable 의 X.
- Characteristic ceremony: 매 9 의 document 의 just-because, 매 unused.
- No measurement: target 의 set, 매 monitor 의 X.
- Static NFR: scaling 의 따른 target 의 update 의 X.
🧪 검증 / 중복
- Verified (ISO/IEC 25010:2023 standard, SEI quality attribute literature).
- 신뢰도 A.
- Canonical for ISO 25010 (redirect).
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — ISO 25010 software quality model 의 canonical full content |