Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.

01Result

jihe520/MathModelAgent ↗

jihe520/MathModelAgent AI coding statistics: 17.9%

of 28 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 28 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
17.9% agent · top contributor 60%3 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

5
agent commits
23
other considered commits
3
agent contributors
60%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

5assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%2
2026-030%1
2026-0433.3%3
2026-057.7%13
2026-060%5
2026-07100%1
2026-08100%2
2026-090%1

Peak month: 100%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic310.7%
Cursor AgentAnysphere13.6%
GitHub CopilotGitHub13.6%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 83d87831 on GitHubdocs: 引用 sci-box 科研图表与流程图仓库 (#107)Claude Code
  • 13e3995c on GitHubdocs: 引导用户下载最新桌面版 (#104)Claude Code
  • 7b849c4a on GitHubfeat: 默认开启 RAG/HIL、修复类型问题、添加升级教程 (#69)Claude Code
  • 11f38624 on GitHubfix+perf: 绘图中文字体修复、进度自动跟踪、未验证配置刷爆日志 (#102)Cursor Agent
  • 64620eb1 on GitHub删除: 移除不再使用的环境配置文件 .env.devGitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window29
Merge commits removed−1
CI / dependency bots removed−0
Considered28

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli jihe520/MathModelAgent

Scan another repository

Try