菜单
Build a structured comparison matrix from paper cards so the drafting stage can reason about methods, datasets, benchmarks, and limitations without rereading every abstract.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Verify scientific claims against report citations and grounding evidence, then return structured claim-level status and aggregate grounding statistics.
Inspect extracted paper evidence for datasets, metrics, baselines, and reproducibility signals so the survey can discuss evaluation rigor instead of only reporting claims.
Run a literature scan over arXiv-oriented search results and return deduplicated candidate papers with lightweight metadata for downstream filtering.
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 | comparison_matrix_builder |
| description | Build a structured comparison matrix from paper cards so the drafting stage can reason about methods, datasets, benchmarks, and limitations without rereading every abstract. |
| backend | local_function |
| backend_ref | fn:comparison_matrix_builder |
| default_agent | analyst |
| output_artifact_type | comparison_matrix |
| visibility | both |
| tags | ["analysis","comparison","papers","survey","matrix"] |
| input_schema | {"paper_cards":{"type":"array"},"compare_dimensions":{"type":"array"},"format":{"type":"string"}} |
Use this skill before drafting whenever the workflow needs a stable, auditable summary of the paper set.
matrix.rows: structured rows with one paper per row.matrix.table_text: markdown-ready table string for debugging or prompt injection.missing_fields: explicit reminders about weak evidence coverage.