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.

Hold a key, speak, release — AI-polished text appears at your cursor in any app. Open-source voice input for macOS & Windows. (按住快捷键说话，松开即得润色后的文字)

01Result

Open-Less/openless ↗

Open-Less/openless AI coding statistics: 13%

of 1,222 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13% agent · top contributor 28.3%16 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

159
agent commits
1,063
other considered commits
16
agent contributors
28.3%
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

159assisted
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%119
2026-057.1%658
2026-0627.2%213
2026-0734.7%49
2026-0823.2%125
2026-0913.8%58

Peak month: 34.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic12410.1%
Cursor AgentAnysphere312.5%
OpenAI CodexOpenAI40.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4c45a938 on GitHubfix(floating-windows): 浮窗跟随鼠标所在的屏，多显示器下不再被钉死在主屏 (#1028)Claude Code
  • 2b796d06 on GitHubfix(macos): Fn 键可被录制为听写触发键 (#979) (#981)Claude Code
  • b7ac91f0 on GitHubfeat(coding-agent): Less Computer 接入 dsh（DeepSeek Harness），自带事件插件补齐流式与工具展示Claude Code
  • 9b55ae1a on GitHubfix(selection-voice): 修复 EditPlan 解析失败并支持格式/提示词配置 (#1077)Cursor Agent
  • 82357e8d on GitHubfix(android): 对齐应用内更新 minisign 并修复凭据 vault (#1061)Cursor Agent
  • a3fc7171 on GitHubfeat(llm): add OpenCode Zen polish provider, default deepseek-v4-flash (#1Cursor Agent
  • c4e8e887 on GitHubfix(providers): 支持火山 Agent Plan / Coding Plan，并修正 temperature 参数序列化 (#1069OpenAI Codex
  • 75918e03 on GitHubfix(android): protect credentials with Android Keystore (#838)OpenAI Codex
  • c7a65b92 on GitHubHandle Apple Speech retranscription timeoutOpenAI Codex

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 window1,571
Merge commits removed−343
CI / dependency bots removed−6
Considered1,222

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Rust AI coding statisticsCompare evidence across Rust 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 Open-Less/openless

Scan another repository

Try