English(EN) SpecMine: A Large-Scale Corpus of Spec-Driven Development Artifacts

新的SpecMine语料库追踪AI驱动的软件开发产物

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-03 04:00

一个新的名为SpecMine的语料库已发布，该语料库收录了规范驱动开发（SDD）实践的产物。该语料库包含来自超过73,000个GitHub存储库的470,000多个文件，特别关注GitHub Spec Kit、OpenSpec和AWS Kiro等工具。SpecMine还详细介绍了拉取请求以及规范和代码之间的引用，为研究人员提供了一个大规模数据集，以研究AI编码代理时代的软件开发。 AI

影响为研究AI辅助软件工程不断发展的格局提供了基础数据集。

排序理由该项目是一篇学术论文，详细介绍了一个用于研究AI驱动软件开发的新语料库。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

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Signal score: 22 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 该项目是一篇学术论文，详细介绍了一个用于研究AI驱动软件开发的新语料库。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: paper, product; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: Breaking (< 6h); Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

完整方法见我们的编辑标准。

报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Shyam Agarwal, Anmol Singhal, Travis Breaux, Bogdan Vasilescu · 2026-09-03 04:00

SpecMine：一个由规范驱动的开发工件的大规模语料库

arXiv:2608.25202v3 Announce Type: replace-cross Abstract: Spec-Driven Development (SDD) is a fast-emerging practice in which a structured natural-language specification, written by a developer, or (more often) drafted by an AI tool and then curated by the developer, drives an AI …

本文如何被排名

报道来源 [1]

SpecMine：一个由规范驱动的开发工件的大规模语料库

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