copilot-analysis

mengjian-github•PUBLIC

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本文详细分析了 Github Copilot 这个基于机器学习的代码自动补全工具的实现原理。作者通过逆向工程的方式,深入探索了 Copilot 的核心逻辑,包括代码提示的入口、获取提示的核心方法、以及相关的缓存策略、实验特性等。

Created on Jun 4, 2023

Updated on Apr 3, 2026

Stars

2.2k

Forks

255

Watchers

2.2k

Open Issues

7

Repository Health Score

💛

70/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

7

Total Issues

All time

7

Open

100% of total

0

Closed

Recent Commits

Merge pull request #1 from zhouzhongyuan/patch-1

孟健•2 years ago

6def670View on GitHub

feat: update url link

Zhongyuan Zhou•2 years ago

335f36dView on GitHub

docs: readme

erasermeng•2 years ago

1c060b2View on GitHub

feat: 完成getPrompt分析

erasermeng•2 years ago

0d63020View on GitHub

feat: 完成getPrompt部分的分析

erasermeng•2 years ago

92bbcf4View on GitHub

feat: extract部分

erasermeng•2 years ago

8ee483dView on GitHub

feat: extract部分

erasermeng•2 years ago

653e1d4View on GitHub

feat: 大致完成ghosttext部分

erasermeng•2 years ago

18fee78View on GitHub

feat: 完成ghost-text大致的翻译工作

erasermeng•2 years ago

840f324View on GitHub

first commit

erasermeng(孟健)•2 years ago

cff36d5View on GitHub

View all commits

Community

2,211 stars, 255 forks

5/30

17%

Documentation

Has description, wiki

15/20

75%

Maintenance

0.3% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

JavaScript

100.0%

Dependencies4 total

4

Production

0

Development

Production Dependencies (4)

@babel/generator^7.22.3

@babel/parser^7.22.4

@babel/traverse^7.22.4

@babel/types^7.22.4

Top Contributors

1

zhouzhongyuan

User

1

commits

2

mengjian-github

User

1

commits

Languages

JavaScript

100.0%

Issues Analytics

7

Total Issues

All time

7

Open

100% of total

0

Closed

Dependencies4 total

4

Production

0

Development

Production Dependencies (4)

@babel/generator^7.22.3

@babel/parser^7.22.4

@babel/traverse^7.22.4

@babel/types^7.22.4

copilotv1.0.0

0% of total

0h

Avg Close Time

Fast response ✅

Issues Activity: Last 6 months

Hottest Issues

1

#2 好厉害

3

open

2

#7 想要请教如何将copilot的返回切换为非流式传输结果

2

open

3

#9 提示词模版有哪些？

1

open

4

#6 Copilot 文件夹中的 map 文件，不知道在逆向的时候有没有用

1

open

5

#5 用tools.js逆向后的文件如何进一步处理

1

open

Top Contributors

1

zhouzhongyuan

User

1

commits

2

mengjian-github

User

1

commits

Recent Commits

Merge pull request #1 from zhouzhongyuan/patch-1

孟健•2 years ago

6def670View on GitHub

feat: update url link

Zhongyuan Zhou•2 years ago

335f36dView on GitHub

docs: readme

erasermeng•2 years ago

1c060b2View on GitHub

feat: 完成getPrompt分析

erasermeng•2 years ago

0d63020View on GitHub

feat: 完成getPrompt部分的分析

erasermeng•2 years ago

92bbcf4View on GitHub

feat: extract部分

erasermeng•2 years ago

8ee483dView on GitHub

feat: extract部分

erasermeng•2 years ago

653e1d4View on GitHub

feat: 大致完成ghosttext部分

erasermeng•2 years ago

18fee78View on GitHub

feat: 完成ghost-text大致的翻译工作

erasermeng•2 years ago

840f324View on GitHub

first commit

erasermeng(孟健)•2 years ago

cff36d5View on GitHub

View all commits

GitHub Explorer

copilot-analysis

Score Breakdown

Production Dependencies (4)

Production Dependencies (4)

Issues Activity: Last 6 months

Hottest Issues