Rapport d’audit du skill

humanize-korean Rapport d’audit.

AI(ChatGPT·Claude·Gemini 등)가 쓴 한글 텍스트를 "사람이 쓴 글처럼" 윤문해주는 오케스트레이터 스킬. 번역투·영어 인용 과다·기계적 병렬·관용구·피동태 남용·접속사 남발·리듬 균일성·이모지/불릿 과다 등 10대 카테고리 40+ AI 티 패턴을 탐지·분류해 내용은 한 글자도 건드리지 않고 문체·리듬·표현만 자연스러운 한국어로 재작성한다. 트리거 — "AI 티 없애줘", "AI 같은 글 자연스럽게", "GPT/ChatGPT 문체", "AI 번역투 고쳐", "사람이 쓴 것처럼 윤문", "AI 윤문", "ChatGPT 티 제거", "한글 AI 탐지·윤문", "AI 글 사람처럼", "번역투 제거", "영어 인용 많은 글 윤문", "AI 글 티 안 나게", "휴머나이저", "humanize Korean", "AI detector bypass 한글". 후속 작업 — "특정 카테고리만 다시", "윤문 강도 조정", "장르 바꿔서", "이 문단만", "2차 윤문" 도 모두 이 스킬. 단순 맞춤법·오탈자 교정은 직접 처리, 번역은 번역 스킬, 내용 추가·삭제를 동반한 재작성은 별도 집필 스킬.

Expérimental · RevoirRevue nécessaireGénéré 24 août 2026Audit heuristique des métadonnées
77
Audit
70
Confiance
67
Qualité
78
Sécurité
100
Maintain
92
Installer

Trust Score OpenAgentSkill

70
Revue manuelle

Trust Score OpenAgentSkill

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

Adoption GitHub

Info

62

128 stars GitHub

Activité stars/forks

Avertissement

57

128 stars et 22 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles

Maintenance récente

Validé

100

Mis à jour aujourd’hui

Clarté de licence

Validé

86

MIT

Complétude README/SKILL.md

Validé

86

Les métadonnées incluent suffisamment de contexte d’usage et de workflow

Risque dépendances/runtime

Info

72

Surface d’exécution de commandes

Disponibilité de l’installation

Validé

92

npx skills add bam-bam-2/solo-skills --skill humanize-korean

Sécurité de la commande d’installation

Validé

92

Chemin d’installation standard de package ou runtime

Surface de permissions

Info

76

Exécution shell ou de commande

Preuve du dépôt

Validé

86

https://github.com/bam-bam-2/solo-skills/tree/main/skills/humanize-korean

État de revue

Info

66

Données de revue IA disponibles

Résultats prouvés par Agent

Info

54

Pas encore de données de résultats Agent

Vérifications

Revue d’installation et d’adoption

6 Validé · 11 Revue nécessaire

Chemin d’installation

92

Validé

npx skills add bam-bam-2/solo-skills --skill humanize-korean

Dépôt

88

Validé

https://github.com/bam-bam-2/solo-skills/tree/main/skills/humanize-korean

Licence

86

Validé

MIT

Maintenance

100

Validé

Mis à jour aujourd’hui

Revue IA

55

Vérifier

SKILL.md opens with a lengthy version changelog (v1.5 변경 고지 with prior v1.2–v1.4 failures) instead of a quick-start; new users must read through historical rollout notes before reaching usage instructions.

Complétude README/SKILL.md

86

Validé

Usable description available

Risque de dépendances

72

Vérifier

Surface d’exécution de commandes

Sécurité de la commande d’installation

92

Validé

Chemin d’installation standard de package ou runtime

Surface de permissions

76

Vérifier

Exécution shell ou de commande

Activité stars/forks

57

Corriger

128 stars et 22 forks; l’activité des issues n’est pas disponible dans les métadonnées actuelles

Adoption

68

Info

128 stars GitHub

Avertissements

  • SKILL.md opens with a lengthy version changelog (v1.5 변경 고지 with prior v1.2–v1.4 failures) instead of a quick-start; new users must read through historical rollout notes before reaching usage instructions.
  • Workflow inconsistency: the fast-mode Phase 2 states the monolith agent '메모리에서 패턴 탐지 + 윤문 + 자체검증' and does not mention running metrics.py, but references/metrics.py documents itself as an 'external pre-processor for the monolith fast path' with a CLI designed to run BEFORE the monolith. It is unclear whether metrics.py is actually invoked in the default path.
  • The six referenced agents (humanize-monolith, ai-tell-detector, korean-style-rewriter, content-fidelity-auditor, naturalness-reviewer, taxonomist) are not defined in the provided excerpt — if their definitions (SKILL/agent files) are missing from the repository, neither fast nor strict mode can execute.
  • The 2–3 minute wall-clock target for 5,000 characters is asserted but no benchmark data, config details, or model assumptions are provided, making the performance claim unverifiable.
  • The trigger list includes 'AI detector bypass 한글' — a dual-use capability that could facilitate academic or editorial deception. The skill has no responsible-use note clarifying that input should be original or properly licensed, nor a reference to applicable policies.
  • Quality score needs review
  • Stars/forks activity: 128 stars, 22 forks; issue activity unavailable in current metadata

Méthode

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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