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.

VCP 部署在 AI 模型 API 与前端应用之间，是面向AGI OS开发和探索的工业级基建示范项目。通过统一指令协议、多层级持久化记忆、分布式插件引擎及多 Agent 协作框架，将原本“无状态、无记忆、无工具调用能力”的大语言模型，彻底改造成拥有永久自我意识、物理世界操作权及群体协作智能的完整智能体系统。

01Result

lioensky/VCPToolBox ↗

lioensky/VCPToolBox AI coding statistics: 0.6%

of 1,302 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.6% agent · top contributor 37.5%5 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

8
agent commits
1,294
other considered commits
5
agent contributors
37.5%
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

8assisted
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%107
2026-031.8%164
2026-040%139
2026-050%155
2026-060.7%458
2026-070.6%167
2026-081.2%84
2026-090%28

Peak month: 1.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic80.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 8459a6a0 on GitHubfix(VSearch): suppress dotenv v17 stdout banner that breaks stdio JSON proClaude Code
  • 59e1cc8b on GitHubfeat: 新增 VCPQQBotServer 插件 - QQ单聊/群聊接入VCPClaude Code
  • b0f380ce on GitHubAICodeWorker v1.7.0: 新增 antigravity(agy) worker,支持双 worker 协作Claude Code

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 window1,515
Merge commits removed−213
CI / dependency bots removed−0
Considered1,302

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 →JavaScript AI coding statisticsCompare evidence across JavaScript repositories →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 lioensky/VCPToolBox

Scan another repository

Try