本文由 AI 分析生成
建立時間: 2026-06-09
Summary
Automated structural health check of the bot_vault run on 2026-06-08, reporting 8 critical issues (missing frontmatter fields, duplicate source hashes) and 33 warnings (broken wikilinks), plus 106 informational notices (unknown tags, orphan notes).
2026-06-08 自動化 vault 健康檢查報告,發現 8 項需修復的嚴重問題(缺少欄位、重複 source_hash)、33 項警告(損壞的 wikilink),以及 106 項資訊提示(未知標籤、孤立筆記)。
Key Points
- 8 critical items: Six Clippings missing the
analyzedfield, one note missingtype, and one duplicatesource_hashacross two files with identical names (Claude usage limits article). - 33 warnings: Broken wikilinks concentrated in
notes/files — many reference concept tags ([[robotics]],[[data]]) or specific paper titles that don’t exist as standalone files. - 106 informational: Extensive use of domain-specific tags (
teleoperation,imitation-learning,world-models) not in the official taxonomy, and many orphan notes with no backlinks. - The six Clippings with missing
analyzedfield include safety/VLA-related papers:safedreamer,safevla,semantic-metric-bayesian-risk-fields,uncertainty-aware-robotic-world-model,vlmpc, andllm-vlm-controlled-robotics-vulnerability.
Insights
The high volume of “unknown tags” (106 items, many repeated across robotics-domain files) suggests the official tag taxonomy in organization/My Tagging System.md is significantly narrower than actual vault usage. Rather than fixing each instance, it may be more sustainable to formally expand the taxonomy to include robotics subdomains (imitation-learning, teleoperation, world-models, etc.). The broken wikilinks pointing to concept tags like [[robotics]] and [[data]] likely originated from a previous note-taking convention that was never implemented as actual index pages.
Connections
- My Tagging System — the tag taxonomy that needs expanding
- vault-index.md — master index referenced by orphan notes
Raw Excerpt
Missing fields
analyzed:Clippings/safevla-safety-alignment-vla-constrained-learning.mdDuplicate source_hashdc72c10aebb5c1fa:I stopped hitting Claude's usage limits - 10 things I changed.md,I stopped hitting Claude's usage limits - 10 things I changed 1.md