dedupe-rank
Dedupe and rank a raw paper set (`papers/papers_raw.jsonl`) to produce `papers/papers_dedup.jsonl` and `papers/core_set.csv`. **Trigger**: dedupe, rank, core set, 去重, 排序, 精选论文, 核心集合. **Use when**: 检索后需要把广覆盖集合收敛成可管理的 core set(用于 taxonomy/outline/mapping)。 **Skip if**: 已经有人手工整理了稳定的 `papers/core_set.csv`(无需再次 churn)。 **Network**: none. **Guardrail**: 偏 deterministic;输出应可重复(稳定 paper_id、字段规范)。
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
View source ↗GuidesSkill instructions
Features and purpose
Dedupe and rank a raw paper set (`papers/papers_raw.jsonl`) to produce `papers/papers_dedup.jsonl` and `papers/core_set.csv`. **Trigger**: dedupe, rank, core set, 去重, 排序, 精选论文, 核心集合. **Use when**: 检索后需要把广覆盖集合收敛成可管理的 core set(用于 taxonomy/outline/mapping)。 **Skip if**: 已经有人手工整理了稳定的 `papers/core_set.csv`(无需再次 churn)。 **Network**: none. **Guardrail**: 偏 deterministic;输出应可重复(稳定 paper_id、字段规范)。
Quick start
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
Guides ↗Examples
Read the usage examples in the source repository.
View source ↗Source history
- Indexed on
- 2026-01-20
- Index updated
- 2026-02-07
- Branch
- main
Index and sync dates describe this directory. View the source repository for code history.
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