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.

基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

01Result

Netw0rkNoob/VulnClaw ↗

Netw0rkNoob/VulnClaw AI coding statistics: 19.2%

of 355 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
19.2% agent · top contributor 41.2%4 contributors
team

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

68
agent commits
287
other considered commits
4
agent contributors
41.2%
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

68assisted
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
2026-040%20
2026-050%16
2026-060%95
2026-0739.7%136
2026-0820.9%67
2026-090%21

Peak month: 39.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic6418%
Cursor AgentAnysphere41.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • b802ef1a on GitHubfix(cli): stop leaking secrets and reject dotted MCP server namesClaude Code
  • 5741c857 on GitHubfix(cli): prompt for language on first run and require a supported JavaClaude Code
  • aa4b1fc6 on GitHubfix(cli): keep concrete testing requests on the work pathClaude Code
  • df78aa30 on GitHubchore: remove local dev AI skills accidentally shipped in PR #89Cursor Agent
  • 08b7be0f on GitHubRemove NOTICE, add Anthropic provider, and fix slash palette backgrounds.Cursor Agent
  • 3c1fb486 on GitHubfix(cli): fetch provider models in config TUI LLM editorCursor Agent

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 window520
Merge commits removed−164
CI / dependency bots removed−1
Considered355

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python 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 Netw0rkNoob/VulnClaw

Scan another repository

Try