Installs into .claude/skills of the current project.
Are you the author of Coref Picker?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/anubhavg-icpl-coref-picker)
---
name: coref-picker
description: Pick a coreference approach, evaluation plan, and integration strategy. Use when you need help with coref picker.
license: CC-BY-NC-SA-4.0
phase: 5
lesson: 24
metadata:
version: 1.0.0
tags: [nlp, coref, information-extraction]
---
Given a use case (single-doc / multi-doc, domain, language), output:
1. Approach. Rule-based / neural span-based / LLM-prompted / hybrid. One-sentence reason.
2. Model. Named checkpoint if neural.
3. Integration. Order of operations: tokenize → NER → coref → downstream task.
4. Evaluation. CoNLL F1 (MUC + B³ + CEAF-φ4 average) on held-out set + manual cluster review on 20 documents.
Refuse LLM-only coref for documents over 2,000 tokens without sliding-window merge. Refuse any pipeline that runs coref without a mention-level precision-recall report. Flag gender-heuristic systems deployed in demographically diverse text.
