literature-retrieval
Complete literature retrieval capability combining search and filter skills. LOAD THIS SKILL WHEN: User needs "文獻檢索", "找文獻", "retrieve literature", "系統性搜尋" | starting systematic review | comprehensive literature search. COMPOSITE SKILL: Combines literature-search + literature-filter.
npx skills add majiayu000/claude-skill-registry --skill literature-retrieval --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 文獻檢索能力 (Literature Retrieval) ## 描述 **組合能力**：整合文獻搜尋和文獻過濾，提供完整的文獻檢索流程。 ``` ┌─────────────────────────────────────────────────────────┐ │ Literature Retrieval (組合能力) │ ├─────────────────────────────────────────────────────────┤ │ │ │ ┌─────────────────────┐ ┌─────────────────────┐ │ │ │ literature-search │ → │ literature-filter │ │ │ │ (搜尋技能) │ │ (過濾技能) │ │ │ └─────────────────────┘ └─────────────────────┘ │ │ │ │ │ │ ▼ ▼ │ │ 搜尋結果 (N篇) 篩選後清單 (M篇) │ │ │ └─────────────────────────────────────────────────────────┘ ``` ## 觸發條件 - 「文獻檢索」「系統性搜尋」「找相關文獻」 - "literature retrieval", "systematic search", "find all relevant papers" - 需要完整的搜尋和篩選流程 ## 組成技能 | 順序 | 技能 | 路徑 | 迴圈 | |------|------|------|------| | 1 | `literature-search` | `.claude/skills/literature-search/SKILL.md` | 可能多次（多策略） | | 2 | `literature-filter` | `.claude/skills/literature-filter/SKILL.md` | 單次 | ## 執行流程 ### 標準流程 ``` Step 1: 定義搜尋策略 ↓ 用戶提供主題/PICO ↓ Step 2: 執行搜尋 (literature-search) ↓ ├── 策略 1: 關鍵字搜尋 ├── 策略 2: MeSH 詞彙搜尋 └── 策略 3: 相關文獻搜尋 (optional) ↓ Step 3: 合併結果 ↓ merge_search_results() → 去重、標記高相關 ↓ Step 4: 過濾篩選 (literature-filter) ↓ ├── 自動過濾（引用指標、可用性） └── Agent 判斷（相關性、品質） ↓ Step 5: 輸出最終清單 ↓ PRISMA 流程圖 + 篩選後文獻清單 ``` ### 迴圈處理 ``
- 描述
- 觸發條件
- 組成技能
- 執行流程
- 標準流程
- 迴圈處理
- 輸出格式
- Checkpoint 機制
- 使用範例
- 相關能力
What does the literature-retrieval skill do?
Complete literature retrieval capability combining search and filter skills. LOAD THIS SKILL WHEN: User needs "文獻檢索", "找文獻", "retrieve literature", "系統性搜尋" | starting systematic review | comprehensive literature search. COMPOSITE SKILL: Combines literature-search + literature-filter.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill literature-retrieval --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.