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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)。

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
332
Hot score
99
Updated
March 20, 2026
Overall rating
C4.7
Composite score
4.7
Best-practice grade
A92.4

Install command

npx @skill-hub/cli install willoscar-research-units-pipeline-skills-dedupe-rank

Repository

WILLOSCAR/research-units-pipeline-skills

Skill path: .codex/skills/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)。

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Full Stack.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: WILLOSCAR.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install dedupe-rank into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/WILLOSCAR/research-units-pipeline-skills before adding dedupe-rank to shared team environments
  • Use dedupe-rank for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

dedupe-rank | SkillHub