# Lint Report: 2026-07-01
## Summary
- Pages scanned: 3788
- Lint scope pages: 3755
- Issues found: 8852
- Auto-fixed: 0
- Needs review: 8852
- Transport: filesystem（`.vault-meta/transport.json` manual override）
- Address validation: enabled
- Semantic tiling: skipped（exit 10）
### ページ内訳
| ディレクトリ | ページ数 | seed | developing | mature | evergreen | missing/other |
|---|---:|---:|---:|---:|---:|---:|
| `wiki/sources/` | 820 | 171 | 598 | 41 | 5 | 5 |
| `wiki/entities/` | 2339 | 2189 | 142 | 0 | 2 | 6 |
| `wiki/concepts/` | 579 | 358 | 206 | 0 | 12 | 3 |
| `wiki/questions/` | 19 | 1 | 18 | 0 | 0 | 0 |
| `wiki/meta/` | 8 | 0 | 6 | 0 | 2 | 0 |
## Orphan Pages
3755 ページをスキャン。孤立ページ: **5 件**。
- `wiki/CLAUDE.md`
- `wiki/entities/Cameron-R-Wolfe.md`
- `wiki/entities/ClickHouse Inc.md`
- `wiki/sources/Modern-Microprocessors-A-90-Minute-Guide.md`
- `wiki/sources/The-Big-LLM-Architecture-Comparison.md`
## Dead Links
Total: **5109 件**（ユニークターゲット 3877 件）。
### カテゴリ別内訳
| カテゴリ | 件数 |
|---|---:|
| ファイル参照 | 3114 |
| 存在しないページ | 1858 |
| @ プレフィックス欠落 | 135 |
| @ スペース付きプレフィックス | 1 |
| .md サフィックス/パス参照 | 1 |
### 最も参照の多い未解決ターゲット
| Target | Refs | Example source |
|---|---:|---|
| `The Big LLM Architecture Comparison` | 88 | `wiki/concepts/Gated DeltaNet.md` |
| `@2026__VictoriaMetrics Blog__KubeCon EU 2026 Retroactive Sampling` | 72 | `wiki/concepts/Retroactive Sampling.md` |
| `@2025__joisino__絶対に分かる機械学習理論` | 37 | `wiki/concepts/PAC学習.md` |
| `DragonScale Memory` | 37 | `wiki/folds/fold-k4-from-2026-06-02-to-2026-06-03-n16.md` |
| `動的インストルメンテーション` | 30 | `wiki/entities/Adam Leventhal.md` |
| `@2024__ASE__MRCA-Metric-level-Root-Cause-Analysis-for-Microservices-via-Multi-Modal-Data` | 21 | `wiki/entities/Pinjia He.md` |
| `Modern Microprocessors: A 90-Minute Guide` | 16 | `wiki/concepts/Brainiac設計.md` |
| `Bizseer` | 14 | `wiki/concepts/クラウド障害ライフサイクル.md` |
| `ClickHouse Inc.` | 14 | `wiki/concepts/列指向OLAPデータベース.md` |
| `ARGOS` | 13 | `wiki/concepts/agentic SRE.md` |
| `Bloomberg` | 13 | `wiki/entities/Joseph Cirella.md` |
| `LogKG` | 12 | `wiki/concepts/ログベース障害診断.md` |
| `Oculus` | 12 | `wiki/concepts/時系列類似度検索.md` |
| `TimeOmni-1` | 11 | `wiki/entities/Chao-Han Huck Yang.md` |
| `Ping Wang (Peking University)` | 11 | `wiki/entities/FaultInsight.md` |
| `サービス依存性発見` | 11 | `wiki/entities/Magpie.md` |
| `Cray Inc.` | 10 | `wiki/concepts/Dragonflyトポロジ.md` |
| `Cameron R. Wolfe` | 10 | `wiki/concepts/エージェント型強化学習.md` |
| `Christian S. Jensen` | 10 | `wiki/entities/Aalborg University.md` |
| `2025__NeurIPS2025__STRATUS - A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds` | 10 | `wiki/folds/fold-k4-from-2026-06-02-to-2026-06-03-n16.md` |
| `Ming Zhang` | 10 | `wiki/hot.md` |
| `GLM` | 9 | `wiki/concepts/2D位置符号化.md` |
| `University of Zurich` | 9 | `wiki/concepts/フィードバック駆動開発.md` |
| `Cisco TSM` | 9 | `wiki/concepts/時系列基盤モデル.md` |
| `Helios` | 9 | `wiki/entities/AcmeTrace.md` |
| `Skyline` | 9 | `wiki/entities/Andrew Clegg.md` |
| `ネットワークサービス依存性発見` | 9 | `wiki/entities/Barry Peddycord III.md` |
| `Adaptive Capacity Labs` | 9 | `wiki/entities/Beth Adele Long.md` |
| `Chunqiu Zeng` | 9 | `wiki/entities/Florida International University.md` |
| `@2026__arXiv__IsoCompute Playbook - Optimally Scaling Sampling Compute for LLM RL` | 9 | `wiki/folds/fold-k4-from-2026-06-05-to-2026-06-06-n16.md` |
## Missing Pages
複数ページから参照されているが存在しないページ作成候補。
| Target | Refs | Example source |
|---|---:|---|
| `The Big LLM Architecture Comparison` | 88 | `wiki/concepts/Gated DeltaNet.md` |
| `@2026__VictoriaMetrics Blog__KubeCon EU 2026 Retroactive Sampling` | 72 | `wiki/concepts/Retroactive Sampling.md` |
| `@2025__joisino__絶対に分かる機械学習理論` | 37 | `wiki/concepts/PAC学習.md` |
| `DragonScale Memory` | 37 | `wiki/folds/fold-k4-from-2026-06-02-to-2026-06-03-n16.md` |
| `動的インストルメンテーション` | 30 | `wiki/entities/Adam Leventhal.md` |
| `@2024__ASE__MRCA-Metric-level-Root-Cause-Analysis-for-Microservices-via-Multi-Modal-Data` | 21 | `wiki/entities/Pinjia He.md` |
| `Modern Microprocessors: A 90-Minute Guide` | 16 | `wiki/concepts/Brainiac設計.md` |
| `Bizseer` | 14 | `wiki/concepts/クラウド障害ライフサイクル.md` |
| `ClickHouse Inc.` | 14 | `wiki/concepts/列指向OLAPデータベース.md` |
| `ARGOS` | 13 | `wiki/concepts/agentic SRE.md` |
| `Bloomberg` | 13 | `wiki/entities/Joseph Cirella.md` |
| `LogKG` | 12 | `wiki/concepts/ログベース障害診断.md` |
| `Oculus` | 12 | `wiki/concepts/時系列類似度検索.md` |
| `TimeOmni-1` | 11 | `wiki/entities/Chao-Han Huck Yang.md` |
| `Ping Wang (Peking University)` | 11 | `wiki/entities/FaultInsight.md` |
| `サービス依存性発見` | 11 | `wiki/entities/Magpie.md` |
| `Cray Inc.` | 10 | `wiki/concepts/Dragonflyトポロジ.md` |
| `Cameron R. Wolfe` | 10 | `wiki/concepts/エージェント型強化学習.md` |
| `Christian S. Jensen` | 10 | `wiki/entities/Aalborg University.md` |
| `2025__NeurIPS2025__STRATUS - A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds` | 10 | `wiki/folds/fold-k4-from-2026-06-02-to-2026-06-03-n16.md` |
| `Ming Zhang` | 10 | `wiki/hot.md` |
| `GLM` | 9 | `wiki/concepts/2D位置符号化.md` |
| `University of Zurich` | 9 | `wiki/concepts/フィードバック駆動開発.md` |
| `Cisco TSM` | 9 | `wiki/concepts/時系列基盤モデル.md` |
| `Helios` | 9 | `wiki/entities/AcmeTrace.md` |
## Frontmatter Gaps
Frontmatter 要確認: **58 件**。
| ファイル | 欠落 | 形式問題 |
|---|---|---|
| `wiki/CLAUDE.md` | type, title, date, created, updated, tags, status | - |
| `wiki/concepts/Brainiac設計.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/SIMDベクトル処理.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/VLIW.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/_index.md` | created | - |
| `wiki/concepts/アウトオブオーダー実行.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/コンピュート格差.md` | date, updated | nonstandard status `stub`, tags first item is not YYYY/MM/DD |
| `wiki/concepts/スーパースカラー実行.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/チップレット.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/パイプライン処理.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/メモリウォール.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/メモリ階層とキャッシュ.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/ヨーロッパのAI主権.md` | date, updated | nonstandard status `stub`, tags first item is not YYYY/MM/DD |
| `wiki/concepts/事故モデル.md` | status | - |
| `wiki/concepts/分岐予測.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/concepts/同時マルチスレッディング.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/entities/AMD.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/entities/ARQ Foundation.md` | title, date, updated | nonstandard status `stub`, tags first item is not YYYY/MM/DD |
| `wiki/entities/ASML.md` | title, date, updated | nonstandard status `stub`, tags first item is not YYYY/MM/DD |
| `wiki/entities/CASCA.md` | title | - |
| `wiki/entities/Dahlia Ziqi Zhou.md` | - | nonstandard status `stub` |
| `wiki/entities/Daniel Wang (TU Wien).md` | title | - |
| `wiki/entities/Dave Stanke.md` | - | nonstandard status `stub` |
| `wiki/entities/Juan Luis Herrera.md` | title | - |
| `wiki/entities/Marios Fokaefs.md` | - | nonstandard status `stub` |
| `wiki/entities/York University.md` | - | nonstandard status `stub` |
| `wiki/entities/_index.md` | created | - |
| `wiki/folds/fold-k4-from-2026-06-02-to-2026-06-03-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-03-to-2026-06-04-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-04-to-2026-06-05-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-05-to-2026-06-05-n16-b2.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-05-to-2026-06-05-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-05-to-2026-06-06-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-06-to-2026-06-06-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-06-to-2026-06-08-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-08-to-2026-06-14-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-14-to-2026-06-14-n16-b2.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-14-to-2026-06-14-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-14-to-2026-06-15-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-15-to-2026-06-16-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-16-to-2026-06-16-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-16-to-2026-06-17-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-17-to-2026-06-18-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-18-to-2026-06-19-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/folds/fold-k4-from-2026-06-19-to-2026-06-20-n16.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/meta/conventions.md` | created | - |
| `wiki/meta/lint-report-2026-06-04.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/meta/lint-report-2026-06-14.md` | date | - |
| `wiki/questions/SLI-SLO教科書.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/questions/ポストモーテムと事後分析の文献横断ナラティブ.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/questions/ポストモーテムの教科書.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/sources/@2017__yuuk.io__ウェブシステムの運用自律化に向けた構想.md` | - | nonstandard status `processed` |
| `wiki/sources/@2020__PVLDB__Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases.md` | - | nonstandard status `complete` |
| `wiki/sources/@2025__IEEE TSC__Towards Close-To-Zero Runtime Collection Overhead - Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System.md` | - | nonstandard status `ingested` |
| `wiki/sources/Modern-Microprocessors-A-90-Minute-Guide.md` | date | tags first item is not YYYY/MM/DD |
| `wiki/sources/OpenAI-Harness-Engineering.md` | - | nonstandard status `complete` |
| `wiki/sources/_index.md` | created | - |
| `wiki/sources/europe2031-ai.md` | date, updated | nonstandard status `ingested`, tags first item is not YYYY/MM/DD |
## Stale Claims
自動検査では明確な矛盾の真偽判定は行っていない。`> [!contradiction]` callout は **21 ページ**で検出された。古い主張と新しいソースの実質的な衝突は人間レビューが必要。
## Cross-Reference Gaps
既存 entity/concept 名のプレーンテキスト言及を機械的に探索した。2 ページ以上で未リンク候補が見つかった名前: **431 件**。
| 名前 | 未リンク件数 | ページ数 |
|---|---:|---:|
| `Transformer` | 374 | 129 |
| `OpenTelemetry` | 125 | 60 |
| `FlashAttention` | 125 | 22 |
| `DeepSeek-R1` | 124 | 32 |
| `DeepSeek-V3` | 112 | 32 |
| `Train-Ticket` | 69 | 20 |
| `Megatron-LM` | 67 | 25 |
| `SRE Workbook` | 66 | 30 |
| `Huawei Cloud` | 66 | 28 |
| `Alibaba Cloud` | 64 | 30 |
| `AlertGuardian` | 59 | 16 |
| `マイクロサービスアーキテクチャ` | 52 | 38 |
| `VictoriaMetrics` | 50 | 15 |
| `Tsinghua University` | 46 | 26 |
| `OpenTracing` | 43 | 13 |
| `DeathStarBench` | 40 | 16 |
| `カオスエンジニアリング` | 38 | 24 |
| `Incident Commander` | 36 | 18 |
| `Microsoft Research` | 35 | 22 |
| `MetricSifter` | 35 | 13 |
## Empty Sections
空見出し: **2022 件**。
| 見出し | 件数 |
|---|---:|
| `提案手法` | 274 |
| `実験結果` | 225 |
| `考察` | 84 |
| `強み / 弱点・課題` | 66 |
| `問題設定` | 57 |
| `実験設定` | 32 |
| `横断的知見` | 16 |
| `新規性` | 13 |
| `未解決の問い` | 11 |
| `主要メッセージ` | 10 |
| `口頭説明・補足` | 10 |
| `評価` | 9 |
| `主な結果` | 8 |
| `強み・弱点・課題` | 7 |
| `実験評価` | 5 |
| `主要な発見` | 4 |
| `主要な貢献` | 4 |
| `背景と動機` | 4 |
| `章の構造` | 4 |
| `設計` | 3 |
### Concept 必須セクション欠落
- `wiki/concepts/Brainiac設計.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/CoTモニタリング.md: missing 未解決の問い`
- `wiki/concepts/Experimentable Infrastructure.md: missing 未解決の問い`
- `wiki/concepts/Grouped-Query Attention.md: missing 未解決の問い`
- `wiki/concepts/Harness Engineering.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/MetricsQL.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/Prometheusルールリント.md: missing 未解決の問い`
- `wiki/concepts/QK-Norm.md: missing 未解決の問い`
- `wiki/concepts/RFS（Receive Flow Steering）.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/RPS（Receive Packet Steering）.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/RSS（Receive Side Scaling）.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/SIMDベクトル処理.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/VLIW.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/netmap.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/アウトオブオーダー実行.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/カーネルバイパスネットワーキング.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/コネクションプーリング.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/コンピュート格差.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/スライディングウィンドウアテンション.md: missing 未解決の問い`
- `wiki/concepts/スーパースカラー実行.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/ゼロコピーネットワーキング.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/チップレット.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/データベース接続モデル.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/パイプライン処理.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/マルチコンテキストウィンドウエージェント.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/メモリウォール.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/メモリ階層とキャッシュ.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/モデル崩壊.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/ヨーロッパのAI主権.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/ループエンジニアリング.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/分岐予測.md: missing 横断的知見, 未解決の問い`
- `wiki/concepts/同時マルチスレッディング.md: missing 横断的知見, 未解決の問い`
## Stale Index Entries
`wiki/index.md` 内の dead link: **40 件**（ユニーク 35 件）。
| Target | Refs | Example source |
|---|---:|---|
| `Cameron R. Wolfe` | 2 | `wiki/concepts/エージェント型強化学習.md` |
| `Kernel Tuner` | 2 | `wiki/entities/_index.md` |
| `Bizseer` | 2 | `wiki/concepts/クラウド障害ライフサイクル.md` |
| `Ming Zhang` | 2 | `wiki/hot.md` |
| `Apache Arrow` | 2 | `wiki/concepts/OTAP.md` |
| `Modern Microprocessors: A 90-Minute Guide` | 1 | `wiki/concepts/Brainiac設計.md` |
| `Wave Mobile Money` | 1 | `wiki/concepts/SRE.md` |
| `FORM.com` | 1 | `wiki/entities/Matt Davis.md` |
| `Jeli.io` | 1 | `wiki/concepts/ポストモーテム.md` |
| `Calm` | 1 | `wiki/entities/Will Larson.md` |
| `Biao Ouyang` | 1 | `wiki/entities/_index.md` |
| `The Big LLM Architecture Comparison` | 1 | `wiki/concepts/Gated DeltaNet.md` |
| `Zhenyu Zhong` | 1 | `wiki/index.md` |
| `ENS Paris-Saclay` | 1 | `wiki/entities/Charles Truong.md` |
| `Sheldon Smith` | 1 | `wiki/entities/Baylor University.md` |
| `USC` | 1 | `wiki/index.md` |
| `時系列異常検知` | 1 | `wiki/hot.md` |
| `SenseTime` | 1 | `wiki/entities/SenseTime Research.md` |
| `Helios` | 1 | `wiki/entities/AcmeTrace.md` |
| `BARO` | 1 | `wiki/concepts/根本原因分析.md` |
| `CausalRCA` | 1 | `wiki/folds/fold-k4-from-2026-06-16-to-2026-06-16-n16.md` |
| `Randy Katz` | 1 | `wiki/hot.md` |
| `UC Berkeley` | 1 | `wiki/entities/Eric Brewer.md` |
| `ICSI` | 1 | `wiki/hot.md` |
| `NC State University` | 1 | `wiki/hot.md` |
| `Sangfor Technologies` | 1 | `wiki/hot.md` |
| `Alibaba DAMO Academy` | 1 | `wiki/hot.md` |
| `DiRecGNN` | 1 | `wiki/hot.md` |
| `OTLP` | 1 | `wiki/entities/OpenTelemetry.md` |
| `OTel-Arrow Dataflow Engine` | 1 | `wiki/index.md` |
## Naming Convention Violations
命名規約違反候補: **25 件**。
- `wiki/sources/Agentic-RL-Cameron-Wolfe-2026.md: source page missing @ prefix`
- `wiki/sources/C10K-Problem.md: source page missing @ prefix`
- `wiki/sources/Modern-Microprocessors-A-90-Minute-Guide.md: source page missing @ prefix`
- `wiki/sources/OpenAI-Harness-Engineering.md: source page missing @ prefix`
- `wiki/sources/The-Big-LLM-Architecture-Comparison.md: source page missing @ prefix`
- `wiki/sources/VictoriaMetrics-KubeCon-EU-2026-Sampling.md: source page missing @ prefix`
- `wiki/sources/europe2031-ai.md: source page missing @ prefix`
- `wiki/sources/joisino-ICLR-2024-GNN.md: source page missing @ prefix`
- `wiki/sources/joisino-LLMでソート-2026.md: source page missing @ prefix`
- `wiki/sources/joisino-LLMと言葉の感じ方-2026.md: source page missing @ prefix`
- `wiki/sources/joisino-LLMのキモい算術-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-LLMの能力の穴-2026.md: source page missing @ prefix`
- `wiki/sources/joisino-LLMアテンションと外挿-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-アンナカレーニナの法則-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-トランスフォーマーはRNN-2024.md: source page missing @ prefix`
- `wiki/sources/joisino-モデルパラメータ算術-2024.md: source page missing @ prefix`
- `wiki/sources/joisino-モデル崩壊と多様性-2026.md: source page missing @ prefix`
- `wiki/sources/joisino-人間を騙すAI-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-否定文理解-2024.md: source page missing @ prefix`
- `wiki/sources/joisino-機械学習理論入門-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-言語モデルの物理学-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-訓練データ1個推論性能倍-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-超人的AIと認知不能情報-2025.md: source page missing @ prefix`
- `wiki/sources/joisino-面白さ優先分類器-2025.md: source page missing @ prefix`
- `wiki/sources/sairahul1-Loop-Engineering-2026.md: source page missing @ prefix`
### Duplicate Basenames Across Vault
Obsidian の shortest path 解決で曖昧になりうる重複 basename: **108 件**。
- `2018__NSDI__Performance Analysis of Cloud Applications: papers/2018__NSDI__Performance Analysis of Cloud Applications.md, .trash/2018__NSDI__Performance Analysis of Cloud Applications.md`
- `2020__SoCC__ByteSeries - an in-memory time series database for large-scale monitoring systems: papers/2020__SoCC__ByteSeries - an in-memory time series database for large-scale monitoring systems.md, .trash/2020__SoCC__ByteSeries - an in-memory time series database for large-scale monitoring systems.md`
- `2024-02-04_Sun: .trash/2024-02-04_Sun.md, z95_periodic-notes/daily/2024-02-04_Sun.md`
- `2024-07-21_Sun: .trash/2024-07-21_Sun.md, z95_periodic-notes/daily/2024-07-21_Sun.md`
- `AIOps: notes/sre/AIOps.md, wiki/concepts/AIOps.md`
- `Apache Kafka: notes/system-engineering/Apache Kafka.md, wiki/entities/Apache Kafka.md`
- `Blameless: notes/sre/Blameless.md, wiki/entities/Blameless.md`
- `Brent Chapman: notes/sre/Brent Chapman.md, wiki/entities/Brent Chapman.md`
- `C10K問題: notes/system-engineering/C10K問題.md, wiki/concepts/C10K問題.md`
- `CHANGELOG: .obsidian/plugins/confluence-publisher/node_modules/moment/CHANGELOG.md, .obsidian/plugins/confluence-publisher/node_modules/obsidian/CHANGELOG.md, .obsidian/plugins/confluence-publisher/node_modules/@codemirror/state/CHANGELOG.md, .obsidian/plugins/confluence-publisher/node_modules/@codemirror/view/CHANGELOG.md (+22)`
- `CLAUDE: CLAUDE.md, wiki/CLAUDE.md, .obsidian/plugins/confluence-publisher/CLAUDE.md`
- `CNCF: notes/cloud-native/CNCF.md, wiki/entities/CNCF.md`
- `CONTRIBUTING: .obsidian/plugins/obsidian-advanced-slides/plugin/menu/CONTRIBUTING.md, .agents/skills/reading-inbox/node_modules/@mixmark-io/domino/CONTRIBUTING.md`
- `Cloudwise: notes/sre/Cloudwise.md, wiki/entities/Cloudwise.md`
- `Cursor: notes/software-engineering/Cursor.md, wiki/entities/Cursor.md`
- `DORA: notes/software-engineering/DORA.md, wiki/concepts/DORA.md`
- `Dan Pei: wiki/entities/Dan Pei.md, research/reserchers/Dan Pei.md`
- `Datadog: notes/sre/Datadog.md, wiki/entities/Datadog.md`
- `DeathStarBench: notes/cloud-native/DeathStarBench.md, wiki/entities/DeathStarBench.md`
- `DeepFlow: notes/sre/DeepFlow.md, wiki/entities/DeepFlow.md`
- `Dynatrace: notes/sre/Dynatrace.md, wiki/entities/Dynatrace.md`
- `Dynolog: notes/system-engineering/Dynolog.md, wiki/entities/Dynolog.md`
- `Experimentable Infrastructure: wiki/concepts/Experimentable Infrastructure.md, research/ideas/Experimentable Infrastructure.md`
- `GPT-3: notes/data-science/GPT-3.md, wiki/entities/GPT-3.md`
- `HISTORY: .agents/skills/reading-inbox/node_modules/mime-types/HISTORY.md, .agents/skills/reading-inbox/node_modules/mime-db/HISTORY.md`
- `HeteroTSDB: wiki/entities/HeteroTSDB.md, research/heterotsdb/HeteroTSDB.md`
- `In-Database Machine Learning: notes/system-engineering/In-Database Machine Learning.md, research/aiops/In-Database Machine Learning.md`
- `Infrastructure as Code: notes/sre/Infrastructure as Code.md, wiki/concepts/Infrastructure as Code.md`
- `Interactive AIOps: wiki/concepts/Interactive AIOps.md, research/ideas/Interactive AIOps.md`
- `Jaeger: notes/cloud-native/Jaeger.md, wiki/entities/Jaeger.md`
- `Jorge Cardoso: wiki/entities/Jorge Cardoso.md, research/reserchers/Jorge Cardoso.md`
- `KairosDB: notes/system-engineering/KairosDB.md, wiki/entities/KairosDB.md`
- `Kineto: notes/sre/Kineto.md, wiki/entities/Kineto.md`
- `Kubernetes: notes/cloud-native/Kubernetes.md, wiki/entities/Kubernetes.md`
- `LICENSE: .obsidian/plugins/confluence-publisher/node_modules/marked/LICENSE.md, .obsidian/plugins/confluence-publisher/node_modules/obsidian/LICENSE.md, .obsidian/plugins/confluence-publisher/node_modules/esbuild/LICENSE.md, .agents/skills/reading-inbox/node_modules/mathml-to-latex/LICENSE.md (+9)`
- `LLM: .trash/LLM.md, notes/data-science/LLM.md`
- `LLM推論: notes/system-engineering/LLM推論.md, wiki/concepts/LLM推論.md`
- `Lustre: notes/system-engineering/Lustre.md, wiki/entities/Lustre.md`
- `Mackerel: notes/sre/Mackerel.md, wiki/entities/Mackerel.md`
- `Mark Burgess: notes/sre/Mark Burgess.md, wiki/entities/Mark Burgess.md`
- `Meltria: wiki/entities/Meltria.md, research/meltria/Meltria.md`
- `MetricSifter: wiki/entities/MetricSifter.md, research/tsifter/MetricSifter.md`
- `Michael R. Lyu: wiki/entities/Michael R. Lyu.md, research/reserchers/Michael R. Lyu.md`
- `NCCL: notes/system-engineering/NCCL.md, wiki/entities/NCCL.md`
- `Odej Kao: wiki/entities/Odej Kao.md, research/reserchers/Odej Kao.md`
- `OpenAI: notes/data-science/OpenAI.md, wiki/entities/OpenAI.md`
- `OpenTSDB: notes/sre/OpenTSDB.md, wiki/entities/OpenTSDB.md`
- `OpenTelemetry: notes/cloud-native/OpenTelemetry.md, wiki/entities/OpenTelemetry.md`
- `OpenTracing: notes/cloud-native/OpenTracing.md, wiki/entities/OpenTracing.md`
- `OpsPAI: .trash/OpsPAI.md, wiki/entities/OpsPAI.md`
- `PagerDuty: notes/sre/PagerDuty.md, wiki/entities/PagerDuty.md`
- `Pengfei Chen: wiki/entities/Pengfei Chen.md, research/reserchers/Pengfei Chen.md`
- `Perfetto: notes/sre/Perfetto.md, wiki/entities/Perfetto.md`
- `Prometheus: notes/sre/Prometheus.md, wiki/entities/Prometheus.md`
- `README: .venv/lib/python3.13/site-packages/pymupdf-1.27.2.3.dist-info/README.md, .obsidian/plugins/confluence-publisher/README.md, .obsidian/plugins/obsidian-advanced-slides/plugin/chart/README.md, .obsidian/plugins/obsidian-advanced-slides/plugin/customcontrols/README.md (+98)`
- `RNN: notes/data-science/RNN.md, wiki/concepts/RNN.md`
- `ReAct: notes/data-science/ReAct.md, wiki/concepts/ReAct.md`
- `Readme: .agents/skills/reading-inbox/node_modules/commander/Readme.md, .agents/skills/reading-inbox/node_modules/combined-stream/Readme.md, .agents/skills/reading-inbox/node_modules/safer-buffer/Readme.md, .agents/skills/reading-inbox/node_modules/delayed-stream/Readme.md`
- `Recall: .trash/Recall.md, notes/data-science/Recall.md`
- `SAKURAONE: z99_private/sakura/SAKURAONE.md, wiki/entities/SAKURAONE.md`
- `SECURITY: .obsidian/plugins/confluence-publisher/node_modules/typescript/SECURITY.md, .agents/skills/reading-inbox/node_modules/typescript/SECURITY.md, .agents/skills/reading-inbox/node_modules/psl/SECURITY.md, .agents/skills/reading-inbox/node_modules/function-bind/.github/SECURITY.md (+1)`
- `SKILL: .claude/skills/wiki-ingest-video/SKILL.md, .claude/skills/wiki-ingest-paper/SKILL.md, .claude/skills/wiki-ingest/SKILL.md, .claude/skills/create-conference-note/SKILL.md (+11)`
- `SONiC: notes/networking/SONiC.md, wiki/entities/SONiC.md`
- `SRE: notes/sre/SRE.md, wiki/concepts/SRE.md`
- `SRE NEXT: notes/sre/SRE NEXT.md, wiki/entities/SRE NEXT.md`
- `Scaling Telemetry Workloads: wiki/concepts/Scaling Telemetry Workloads.md, research/vision/Scaling Telemetry Workloads.md`
- `Shanghai AI Laboratory: wiki/entities/Shanghai AI Laboratory.md, research/labolatories/Shanghai AI Laboratory.md`
- `Sock Shop: wiki/entities/Sock Shop.md, research/meltria/Sock Shop.md`
- `Splunk: notes/sre/Splunk.md, wiki/entities/Splunk.md`
- `TSDBs internal: notes/system-engineering/TSDBs internal.md, research/heterotsdb/TSDBs internal.md`
- `TSifter: .trash/TSifter.md, wiki/entities/TSifter.md, research/tsifter/TSifter.md`
- `TimesFM: notes/data-science/TimesFM.md, wiki/entities/TimesFM.md`
- `Topotal: z99_private/topotal/Topotal.md, wiki/entities/Topotal.md`
- `Transformer: notes/data-science/Transformer.md, wiki/concepts/Transformer.md`
- `Tsinghua Database Group: .trash/Tsinghua Database Group.md, research/aiops/Tsinghua Database Group.md`
- `Untitled 1: .trash/Untitled 1.md, z99_private/sakura/Untitled 1.md`
- `Verica: notes/chaos-engineering/Verica.md, wiki/entities/Verica.md`
- `VictoriaMetrics: notes/sre/VictoriaMetrics.md, wiki/entities/VictoriaMetrics.md`
- `Waroom: z99_private/topotal/Waroom.md, wiki/entities/Waroom.md`
- `_index: wiki/concepts/_index.md, wiki/sources/_index.md, wiki/entities/_index.md`
## Address Validation
- Counter state: `83`
- Highest c- address observed: `c-000082`
- Rollout baseline: `2026-06-20`
- Post-rollout pages checked: 1202（passing 77, errors 1125）
- Legacy pages pending backfill: 2553
### Errors
- ``wiki/CLAUDE.md`: missing address. Page created `missing` (post-rollout); address required`
- ``wiki/concepts/2σ手法.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/AIデータセンタートポロジ.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/AI研究自動化.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/Adaptive Paging.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/CAST.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/CDN計測システム.md`: missing address. Page created `2026-06-20` (post-rollout); address required`
- ``wiki/concepts/CPU利用率.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/ChatOps.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/Common Grounding.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/DLトレーニングサイレントエラー.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/DLプラットフォーム品質問題.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/DSLクエリ推薦.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/ECMP.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Followship.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/GameDay.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Gated DeltaNet.md`: missing address. Page created `2026-06-22` (post-rollout); address required`
- ``wiki/concepts/Grouped-Query Attention.md`: missing address. Page created `2026-06-22` (post-rollout); address required`
- ``wiki/concepts/HPCワークロード特性化.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/Handover Communications.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/Incast.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Incident Commander.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Instructions Per Cycle.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Joint Activity.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Kubernetesオペレータ.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/LLMサービング管理.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/LLMドリブンコード探索.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/MLモデル監視.md`: missing address. Page created `2026-06-25` (post-rollout); address required`
- ``wiki/concepts/Multi-Head Latent Attention.md`: missing address. Page created `2026-06-22` (post-rollout); address required`
- ``wiki/concepts/Multi-Party Dilemma.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/NLPベースDBチューニング.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/NoPE.md`: missing address. Page created `2026-06-22` (post-rollout); address required`
- ``wiki/concepts/OTAP.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/OTel-Arrow.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/OpsQA.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/Player Journey.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/Practice of Practice.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Prometheus TSDB.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Prometheusシリーズチャーン.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/QK-Norm.md`: missing address. Page created `2026-06-22` (post-rollout); address required`
- ``wiki/concepts/RAGベースクラウド運用支援.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/Raftログ診断.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/ReAct.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/Reliability Map (r9y.dev).md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/SLI-SLO段階的導入.md`: missing address. Page created `2026-06-29` (post-rollout); address required`
- ``wiki/concepts/SLODLC.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/SREの工学化.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/SRE組織変革.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/SRE論文.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/SSL TLS アクセラレーション.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/Safety-II.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/Security Level Objectives.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/Sparkジョブ異常診断.md`: missing address. Page created `2026-06-27` (post-rollout); address required`
- ``wiki/concepts/TLA+.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/TTXメトリクス.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/TrueTime.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Ultra Ethernet.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/Valiant Load Balancing.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/Warningアラート.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/Webサーバアーキテクチャ.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/なめらかなシステム.md`: missing address. Page created `2026-06-26` (post-rollout); address required`
- ``wiki/concepts/アライメント.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/アラートポリューション.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/アラート疲労.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/アラート相関.md`: missing address. Page created `2026-06-23` (post-rollout); address required`
- ``wiki/concepts/アンインシデント.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/アーカイバルストレージ.md`: missing address. Page created `2026-06-29` (post-rollout); address required`
- ``wiki/concepts/イベントベースSLO.md`: missing address. Page created `2026-06-30` (post-rollout); address required`
- ``wiki/concepts/イレイジャーコーディング.md`: missing address. Page created `2026-06-29` (post-rollout); address required`
- ``wiki/concepts/インシデントアナリスト.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/インシデントシミュレーション.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/インシデントストーリー.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/インシデントメトリクス.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/インシデントレスポンスAIレベル.md`: missing address. Page created `2026-06-29` (post-rollout); address required`
- ``wiki/concepts/インシデントレポート執筆.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/インシデント対応成熟度モデル.md`: missing address. Page created `2026-06-29` (post-rollout); address required`
- ``wiki/concepts/インシデント影響測定.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/インシデント後の人的回復.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ``wiki/concepts/インシデント考古学.md`: missing address. Page created `2026-06-28` (post-rollout); address required`
- ``wiki/concepts/インシデント認識論.md`: missing address. Page created `2026-07-01` (post-rollout); address required`
- ...ほか 1050 件
### Pending backfill (informational)
- 2553 legacy pages without addresses.
## Semantic Tiling
Semantic tiling skipped: `scripts/tiling-check.py --peek` exited 10.
```json
{
"script_path": "/Users/y-tsubouchi/obsidian/research/scripts/tiling-check.py",
"script_executable": true,
"python": "/Users/y-tsubouchi/.local/share/mise/installs/python/3.14.2/bin/python3",
"vault_root": "/Users/y-tsubouchi/obsidian/research",
"ollama_url": "http://127.0.0.1:11434",
"ollama_reachable": false,
"model_requested": "nomic-embed-text",
"model_present": false,
"cache_present": true,
"cache_readable": true,
"cache_entries": 2052,
"cache_model": "nomic-embed-text",
"thresholds_present": true,
"thresholds_readable": true,
"thresholds_calibrated": false,
"thresholds_bands": {
"error": 0.9,
"review": 0.8
}
}
```
## Recommended Next Steps
1. `Address Validation` の error を優先する。post-rollout ページの address 欠落は今後の ingest 破損につながる。
2. `Dead Links` のうち `@` 欠落・`@@`・`@ ` は機械修正しやすい。
3. 複数参照されている missing page は stub 作成候補としてレビューする。
4. 空セクションは source テンプレート由来が多いため、削除ではなく ingest 品質の改善対象として扱う。
---
Should I fix these automatically, or do you want to review each one?