Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction
Fuente:
arXiv
Saved in:
| Main Authors: | Bi, Shuzhen, Wu, Mengsong, Hao, Hao, Li, Keqian, Liu, Wentao, Song, Siyu, Zhao, Hongbo, Zhou, Aimin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scaling Laws for Educational AI Agents
by: Wu, Mengsong, et al.
Published: (2026)
by: Wu, Mengsong, et al.
Published: (2026)
EduIllustrate: Towards Scalable Automated Generation Of Multimodal Educational Content
by: Bi, Shuzhen, et al.
Published: (2026)
by: Bi, Shuzhen, et al.
Published: (2026)
AutoSynth: Automated Workflow Optimization for High-Quality Synthetic Dataset Generation via Monte Carlo Tree Search
by: Bi, Shuzhen, et al.
Published: (2025)
by: Bi, Shuzhen, et al.
Published: (2025)
ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios
by: Wei, Shou'ang, et al.
Published: (2025)
by: Wei, Shou'ang, et al.
Published: (2025)
Automated Extraction and Maturity Analysis of Open Source Clinical Informatics Repositories from Scientific Literature
by: Harper, Jeremy R.
Published: (2024)
by: Harper, Jeremy R.
Published: (2024)
Lingxi: Repository-Level Issue Resolution Framework Enhanced by Procedural Knowledge Guided Scaling
by: Yang, Xu, et al.
Published: (2025)
by: Yang, Xu, et al.
Published: (2025)
An Empirical Study of Testing Practices in Open Source AI Agent Frameworks and Agentic Applications
by: Hasan, Mohammed Mehedi, et al.
Published: (2025)
by: Hasan, Mohammed Mehedi, et al.
Published: (2025)
EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms
by: Liu, WenTao, et al.
Published: (2025)
by: Liu, WenTao, et al.
Published: (2025)
Agentic Repository Mining: A Multi-Task Evaluation
by: Härtel, Johannes
Published: (2026)
by: Härtel, Johannes
Published: (2026)
Orchard: An Open-Source Agentic Modeling Framework
by: Peng, Baolin, et al.
Published: (2026)
by: Peng, Baolin, et al.
Published: (2026)
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation
by: Luo, Qinyu, et al.
Published: (2024)
by: Luo, Qinyu, et al.
Published: (2024)
Automated Mapping of Vulnerability Advisories onto their Fix Commits in Open Source Repositories
by: Hommersom, Daan, et al.
Published: (2021)
by: Hommersom, Daan, et al.
Published: (2021)
COSINT-Agent: A Knowledge-Driven Multimodal Agent for Chinese Open Source Intelligence
by: Li, Wentao, et al.
Published: (2025)
by: Li, Wentao, et al.
Published: (2025)
EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation
by: Zhang, Aimin, et al.
Published: (2026)
by: Zhang, Aimin, et al.
Published: (2026)
Cultivating Helpful, Personalized, and Creative AI Tutors: A Framework for Pedagogical Alignment using Reinforcement Learning
by: Song, Siyu, et al.
Published: (2025)
by: Song, Siyu, et al.
Published: (2025)
Automatic Acquisition System for Mine Pressure Monitoring in Coal Mine Working-Face Footage
by: Miaoer Zhou, et al.
Published: (2024)
by: Miaoer Zhou, et al.
Published: (2024)
EO4EU Open-Source Repositories
by: European Centre for Medium-Range Weather Forecasts
Published: (2026)
by: European Centre for Medium-Range Weather Forecasts
Published: (2026)
Evolutionary Context Search for Automated Skill Acquisition
by: Sun, Qi, et al.
Published: (2026)
by: Sun, Qi, et al.
Published: (2026)
See and Remember: A Multimodal Agent for Web Traversal
by: Wang, Xinjun, et al.
Published: (2026)
by: Wang, Xinjun, et al.
Published: (2026)
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction
by: Yang, Yuheng, et al.
Published: (2026)
by: Yang, Yuheng, et al.
Published: (2026)
Automated Extraction and Analysis of Developer's Rationale in Open Source Software
by: Dhaouadi, Mouna, et al.
Published: (2025)
by: Dhaouadi, Mouna, et al.
Published: (2025)
RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis
by: Tao, Zhengwei, et al.
Published: (2026)
by: Tao, Zhengwei, et al.
Published: (2026)
VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection
by: Meng, Renwei, et al.
Published: (2026)
by: Meng, Renwei, et al.
Published: (2026)
KryptoPilot: An Open-World Knowledge-Augmented LLM Agent for Automated Cryptographic Exploitation
by: Liu, Xiaonan, et al.
Published: (2026)
by: Liu, Xiaonan, et al.
Published: (2026)
An Empirical Validation of Open Source Repository Stability Metrics
by: Adejumo, Elijah Kayode, et al.
Published: (2025)
by: Adejumo, Elijah Kayode, et al.
Published: (2025)
Procedural Knowledge Improves Agentic LLM Workflows
by: Hsiao, Vincent, et al.
Published: (2025)
by: Hsiao, Vincent, et al.
Published: (2025)
A Methodological Framework for LLM-Based Mining of Software Repositories
by: De Martino, Vincenzo, et al.
Published: (2025)
by: De Martino, Vincenzo, et al.
Published: (2025)
Teaching Mining Software Repositories
by: Codabux, Zadia, et al.
Published: (2025)
by: Codabux, Zadia, et al.
Published: (2025)
An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction
by: Liang, Yaxin, et al.
Published: (2024)
by: Liang, Yaxin, et al.
Published: (2024)
One-Eval: An Agentic System for Automated and Traceable LLM Evaluation
by: Shen, Chengyu, et al.
Published: (2026)
by: Shen, Chengyu, et al.
Published: (2026)
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition
by: Dong, Yuhao, et al.
Published: (2026)
by: Dong, Yuhao, et al.
Published: (2026)
OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research
by: Kapuria, Siddhartha, et al.
Published: (2026)
by: Kapuria, Siddhartha, et al.
Published: (2026)
Open-Source Differentiable Lithography Imaging Framework
by: Chen, Guojin, et al.
Published: (2024)
by: Chen, Guojin, et al.
Published: (2024)
Material Database Agent: A Multimodal Agentic Framework for Scientific Literature Mining
by: Chandrasekhar, Achuth, et al.
Published: (2026)
by: Chandrasekhar, Achuth, et al.
Published: (2026)
Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks
by: Cai, Yida, et al.
Published: (2024)
by: Cai, Yida, et al.
Published: (2024)
Machine Learning in Acoustics: A Review and Open-Source Repository
by: McCarthy, Ryan A., et al.
Published: (2025)
by: McCarthy, Ryan A., et al.
Published: (2025)
SnipGen: A Mining Repository Framework for Evaluating LLMs for Code
by: Rodriguez-Cardenas, Daniel, et al.
Published: (2025)
by: Rodriguez-Cardenas, Daniel, et al.
Published: (2025)
Robust, Open‐Source and Automation‐Friendly DNA Extraction Protocol for Hologenomic Research
by: Jonas G. Lauritsen, et al.
Published: (2025)
by: Jonas G. Lauritsen, et al.
Published: (2025)
Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction
by: Yao, Hao-Ren, et al.
Published: (2022)
by: Yao, Hao-Ren, et al.
Published: (2022)
Provable Knowledge Acquisition and Extraction in One-Layer Transformers
by: Xu, Ruichen, et al.
Published: (2025)
by: Xu, Ruichen, et al.
Published: (2025)
Similar Items
-
Scaling Laws for Educational AI Agents
by: Wu, Mengsong, et al.
Published: (2026) -
EduIllustrate: Towards Scalable Automated Generation Of Multimodal Educational Content
by: Bi, Shuzhen, et al.
Published: (2026) -
AutoSynth: Automated Workflow Optimization for High-Quality Synthetic Dataset Generation via Monte Carlo Tree Search
by: Bi, Shuzhen, et al.
Published: (2025) -
ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios
by: Wei, Shou'ang, et al.
Published: (2025) -
Automated Extraction and Maturity Analysis of Open Source Clinical Informatics Repositories from Scientific Literature
by: Harper, Jeremy R.
Published: (2024)