Use when a complete research workflow — its instructions, skills, data boundaries, and tool connections — must be assessed for portability across AI agents or environments, so each component is explicitly mapped before migration rather than assumed to transfer.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
OnourImpram/claude-code-for-social-scientists☆ 22026년 9월 6일 업데이트
Use when a Claude Code session loops, drifts from scope, claims a fix that CI rejects, hits context, PATH, or permission walls, or fails in a way another retry will not solve and a root cause diagnosis is needed instead.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
OnourImpram/claude-code-for-social-scientists☆ 22026년 9월 6일 업데이트
Use when AI contribution metadata must match the actual workflow, when model alias and dated identifiers need auditing, when verified and fabricated citation counts feed a release decision, or when a venue's AI disclosure statement needs evidence behind it.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
OnourImpram/claude-code-for-social-scientists☆ 22026년 9월 6일 업데이트
Use when a draft in Turkish, English, or both reads as AI-generated and needs revision that removes machine writing patterns and translation calques while preserving meaning, citations, statistics, and the author's voice.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
OnourImpram/claude-code-for-social-scientists☆ 22026년 9월 6일 업데이트
Use when authorship order, CRediT contribution roles, or AI-assistance attribution must be recorded transparently for a manuscript, when an author dispute needs an evidence trail, or before a contributorship statement is required at submission; this skill maintains the human-attribution ledger of who contributed what and in which role (authorship order, CRediT taxonomy, revision responsibilities), which is distinct from the disclosure-metadata audit owned by ai-disclosure-auditor.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
OnourImpram/claude-code-for-social-scientists☆ 22026년 9월 6일 업데이트
Use when paired tr.md and en.md files need a parity verdict, when titles, frontmatter, headings, or DOI sets may have drifted between languages, or when a bilingual document is approaching release and its translation coverage needs an audit.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
OnourImpram/claude-code-for-social-scientists☆ 22026년 9월 6일 업데이트