本文由 AI 分析生成
建立時間： 2026-08-18
Summary
Automated vault health check report generated 2026-08-03. Found 8 critical issues (missing analyzed fields on 6 robotics safety papers, missing type on one note, one duplicate source_hash), 37 warnings (mostly broken wikilinks in notes), and 116 informational items (unknown tags across clippings, research, and notes).
2026-08-03 自動化 vault 健康報告：8 項需修復（含 6 篇機器人安全論文缺少 analyzed 標記）、37 項警告（主要為 notes 中的損壞 wikilink）、116 項資訊（跨 clippings/research/notes 的未知標籤）。
Key Points
- 6 papers missing
analyzedfield: llm-vlm-controlled-robotics-vulnerability, safedreamer, safevla, semantic-metric-bayesian-risk-fields, uncertainty-aware-robotic-world-model, vlmpc - Duplicate source_hash on two “I stopped hitting Claude’s usage limits” files — one is a duplicate clipping
- 37 broken wikilinks primarily in early April 2026 notes (links to non-existent conceptual pages like
[[robotics]],[[imitation-learning]]) - Most orphan notes are standalone research summaries that were never linked from other notes
Insights
The broken wikilinks pattern reveals an early design choice (linking to concept tags as if they were pages) that was later abandoned. These are low-priority technical debt. The 6 unanalyzed papers were all robotics safety papers that were saved as pre-formatted notes rather than via the clip workflow, explaining why they missed the analysis step.
Connections
Raw Excerpt
🔴 需要修復（8 項）: Missing fields
analyzed: llm-vlm-controlled-robotics-vulnerability, safedreamer, safevla, semantic-metric-bayesian-risk-fields, uncertainty-aware-robotic-world-model, vlmpc