القائمة
Run a literature scan over arXiv-oriented search results and return deduplicated candidate papers with lightweight metadata for downstream filtering.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Verify scientific claims against report citations and grounding evidence, then return structured claim-level status and aggregate grounding statistics.
Build a structured comparison matrix from paper cards so the drafting stage can reason about methods, datasets, benchmarks, and limitations without rereading every abstract.
Inspect extracted paper evidence for datasets, metrics, baselines, and reproducibility signals so the survey can discuss evaluation rigor instead of only reporting claims.
Generate an English survey-writing scaffold, section plan, and evidence map so the drafting stage can stay thematic and evidence-led.
测试 skill，调用时输出 hello tomorrow。当用户请求测试 skill 或要求输出 hello tomorrow 时使用。
| name | lit_review_scanner |
| description | Run a literature scan over arXiv-oriented search results and return deduplicated candidate papers with lightweight metadata for downstream filtering. |
| backend | local_function |
| backend_ref | fn:lit_review_scanner |
| default_agent | retriever |
| output_artifact_type | rag_result |
| visibility | both |
| tags | ["retrieval","multi-source","arxiv","academic","research"] |
| input_schema | {"topic":{"type":"string"},"sub_questions":{"type":"array"},"max_results":{"type":"integer"},"year_filter":{"type":"string"}} |
Use this skill when the workflow needs a broad first-pass paper list before stricter reranking.
