Dataset · Hugging Face

EverMind-AI/skillcorpus-lifecycle

Name: skillcorpus-lifecycle
Creator: EverMind-AI
License: other
Keywords: language:en, language:zh, license:other, size_categories:100K<n<1M, format:csv, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, agents, llm-agents, agent-skills

Skill Internalization Labels This dataset accompanies the paper Beyond Gain: Measuring Skill Internalization for Agent Skill Retirement. It contains the executable tasks synthesised from 1,251 public agent skills, their hidden rubrics, the capability-item labels and the item-level scores of four models run with and without each skill. This card serves as the datasheet for the dataset. The code that synthesizes the tasks, runs and scores the agents, computes the labels and the… See the full description on the dataset page: https://huggingface.co/datasets/EverMind-AI/skillcorpus-lifecycle.

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Author / organization	EverMind-AI
License (as declared)	other
Downloads	0 (as reported by Hugging Face)
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Created	23 October 2026
Last updated at source	23 October 2026

agentsllm-agentsagent-skillsevaluationllm-as-a-judge

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