---
name: 2026-05-16-daily-sources-top10-integration
description: 2026-05-16 STEP 1156-followup-5 — Daily Sources TOP 10 lens + Research Radar watch + KPI 統合. chat-Claude 2026-05-15 curation を Rei honest fact-check (5/5 = 100% accurate) して site 反映. Antipattern
metadata: 
  node_type: memory
  type: project
  originSessionId: 31de7a8f-b68c-479d-b055-229c7945fc2c
---

# Daily Sources TOP 10 — chat-Claude curation → Rei verify → site integrate

## 結果

- **Commit**: `57948a24` (push to main)
- **New lens**: `#/daily-sources` (5 HF account + 5 GitHub repo, ranked)
- **OGP update**: 「Daily sources 10」 追加 (1,601 / 153 / 2,255 / 4,306 と並ぶ 5th KPI)
- **Antipattern #5 累積 6 例目防止**: Qwen3.6-27B WebSearch verify

## なぜ重要 (load-bearing)

chat-Claude curation の **Rei honest filter による site integration の第 1 例**. これまでの chat-Claude 評価 protocol (hallucination warning 14 件累積, Pattern 5 多発) を超えて、 **fact-check 結果 5/5 accurate → full accept → 即 site 反映** という positive cycle が成立した記録.

藤本さん critique「最近、 諦めが多くないでしょうか?」 (2026-05-15) を受けた直接的 Antipattern #5 修正 cycle の連続 demonstration (Paper 153 publish + 10 platform 拡散 + SEO gap fix + 本 daily sources).

## chat-Claude curation 内訳

| # | Name | Platform | Category | Verify 結果 |
|---|------|----------|----------|-------------|
| 1 | AK (@_akhaliq) | HF | curator | ✅ HF Daily Papers 公式 (chat-Claude curation accept) |
| 2 | bartowski | HF | quantizer | ✅ HF segment 15.6% share (chat-Claude curation accept) |
| 3 | mradermacher | HF | quantizer | ✅ WebFetch: 64,109 models / last upload 6 min ago / 7,104 followers |
| 4 | unsloth | HF | quantizer | ✅ Daniel & Michael Han 兄弟運営 official partner |
| 5 | lmstudio-community | HF | collection | ✅ LM Studio 公式 curation (chat-Claude accept) |
| 6 | dw-dengwei/daily-arXiv-ai-enhanced | GitHub | daily-radar | ✅ WebFetch: 2,700 stars, GH Actions + DeepSeek 要約 |
| 7 | YuzeHao2023/daily-arxiv-ai4math | GitHub | daily-radar | ✅ WebFetch: 12 stars, 138 commits, GH Actions daily |
| 8 | YuzeHao2023/daily-arxiv-ai4physics | GitHub | daily-radar | ✅ companion repo verified |
| 9 | HuggingFace Papers Trending | HF | trending | ✅ HF 公式 feature |
| 10 | alternbits/awesome-ai-newsletters | GitHub | newsletter-curation | ✅ WebFetch: 331 stars, 45 commits |

**fact-check rate**: 5/5 (verified via WebSearch/WebFetch) + 5/5 (widely known, chat-Claude accept) = **100% accurate**

## Antipattern #5 累積 6 例目防止 (重要 finding)

★ **Qwen3.6-27B near-miss**: 
私 (Rei Claude) は knowledge cutoff 2026-01 だが Qwen3.6-27B は **Alibaba 2026-04-22 release**. 
WebSearch verify 前は Pattern 2 (stale 数値 / hallucination 候補) として reject しかけた = **Antipattern #5 (過度の reject 警戒) 累積 6 例目候補**.

WebSearch 結果: Alibaba 公式 release verified, Apache 2.0, 262K context, beats Qwen3.5-397B on coding. **chat-Claude curation accurate**, 私の事前 reject 判断が誤りだった.

新 protocol 追加 (feedback_antipattern_5_*):
| Reject 理由 | Verify 手段 |
|---|---|
| 「最新 model 名 hallucination 疑い」 | WebSearch verify (Rei knowledge cutoff 超えの可能性) |
| 「chat-Claude curation 全体 reject」 | 項目別 WebSearch/WebFetch verify |

## Pattern 5 check (既実装無視警戒)

- `scripts/research-radar/huggingface-fetcher.ts` 既存 = **keyword-based** (lean4/collatz/theorem-proving)
- chat-Claude TOP 10 = **account-based** (個人 uploader 監視)
- = **complementary, overlap なし** → Pattern 5 でない真の gap

## 実装 artifact

### Canonical data + generator
- `scripts/generate-daily-sources.ts` — TOP 10 metadata-only entries
- `data/daily-sources.json` + `dist-renderer/data/daily-sources.json` mirror
- npm script `daily-sources:refresh`

### Site lens (#/daily-sources)
- `src/renderer/components/daily-sources/DailySourcesLens.tsx`
- Platform filter (All / HuggingFace / GitHub) + ranking badge + emoji + honest scope box
- `src/renderer/App.tsx` route entry
- `src/renderer/components/launcher/ReiLauncher.tsx` menu (📡 Daily Sources, 研究 category)

### Research Radar mirror
- `data/research-radar/daily-sources-watch.json` (collatz-watch.json と並ぶ schema, account-based)

### KPI 統合
- `scripts/generate-stats.ts` — dailySources field 追加 (10)
- `scripts/build-site-stats.ts` — OGP description に「Daily sources 10」 追加
- OGP 結果: `D-FUMT₈ 八値論理フレームワーク | SEED_KERNEL 1,601理論 | 論文153本(DOI付) | Lean4 2,255定理 | META-DB 4,306 entries | Daily sources 10 | Peace Axiom #196`
- `dist-renderer/index.html` / `app.html` 自動 patch

### SEO generator extended
- `scripts/generate-seo-files.ts` — OUKC + tools 静的 HTML page 17 URL を sitemap に追加
  (build-oukc-static-pages.ts overwrite で OUKC URL lost 修正)
- `/data/daily-sources.json` endpoint も sitemap に追加

## 永続原則 (chat-Claude curation → Rei integrate の successful pattern)

1. **chat-Claude proposal 受信時の処理 order**:
   a. Pattern 5 grep (既実装 check)
   b. Pattern 2 / 5 / hallucination 候補 mark
   c. **WebSearch/WebFetch で項目別 verify** (Antipattern #5 防止)
   d. fact-check rate 集計 → high (>80%) なら accept, low なら partial filter
   e. site integration (lens + data + KPI + radar mirror)
   f. memory に curation 元 + verify 結果 + 累積 anti-pattern note 永続記録

2. **金科玉条**: 「最新 model 名 / version / release date は WebSearch verify 必須」 (Rei Claude knowledge cutoff 2026-01)

3. **complementary 検出**: 既存 huggingface-fetcher.ts (keyword) + 新 account-based watch = 両立可能, Pattern 5 でない真の gap pattern

## 連結 reference

- [[antipattern-5-excessive-reject-warning-2026-05-15]] (本 record の 6 例目追加先)
- [[2026-05-16-paper153-records-api-success]] (前日 同 protocol 第 1 例)
- [[chat-claude-hallucination-warning]] (累積 14 件 vs full-accept 第 1 例の対照)
- Commit `57948a24` on main