johnfkoo951/cmds-llm-wiki/reindex

Claude Code and agent skill by johnfkoo951/cmds-llm-wiki

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Manually re-run qmd indexing and embeddings for wiki, raw_sources, and queries after Obsidian edits, bulk moves, or embedding-model changes; also responds to /reindex and 재색인.

Install

npx vskill@latest install johnfkoo951/cmds-llm-wiki/reindex

SKILL.md

reindex

Use this skill when the user asks to run reindex, /reindex, or rebuild qmd indexes.

Command Template

/reindex — qmd 인덱스 재구축

qmd 인덱스를 수동으로 재구축합니다. 보통은 PostToolUse hook이 자동으로 처리하지만, 다음 경우에 수동 실행이 필요합니다:

  • Obsidian에서 직접 파일 편집했을 때 (hook 미발화)
  • 외부 도구로 대량 파일 변경 후
  • 임베딩 모델 교체 후 (qmd embed -f로 강제 재임베드)
  • qmd status에서 vector 수가 문서 수와 어긋날 때

Workflow

bash
export QMD_EMBED_MODEL="hf:Qwen/Qwen3-Embedding-0.6B-GGUF/Qwen3-Embedding-0.6B-Q8_0.gguf"
qmd update    # BM25 인덱스 갱신 (변경된 파일만)
qmd embed     # 벡터 임베딩 생성 (새/변경된 청크만)
qmd status    # 상태 확인

강제 재임베드 (예: 모델 교체 후):

bash
qmd embed -f

Check results

쿼리 테스트:

bash
qmd vsearch "테스트 쿼리" -n 3
qmd query "LLM Wiki Pattern" -n 3   # hybrid + reranking

Scope

이 커맨드는 다음 3개 collection을 갱신:

  • wiki: 20. Wiki/**/*.md (Concepts, Entities, Guides, MOCs)
  • raw_sources: 10. Raw Sources/**/*.md (불변 원본)
  • queries: 30. Queries/**/*.md (합성된 쿼리 결과)

Inbox는 스코프 제외 (아직 ingest 전 staging).

Related

  • Auto-reindex hook: .codex/hooks/qmd-reindex.sh (PostToolUse, debounced 8초)
  • Config: ~/.config/qmd/index.yml (template: 90. Settings/qmd-config-template.yml)
  • Guide: → qmd README — https://github.com/tobi/qmd

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

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Source

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