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.

🦭 A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment | 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手，也可服务化常驻 NAS / 云端

01Result

shiwenwen/hope-agent ↗

shiwenwen/hope-agent AI coding statistics: 25.2%

of 1,743 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
25.2% 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.

440
agent commits
1,303
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

440assisted
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
2026-0366.3%418
2026-0419.7%640
2026-0512%283
2026-060.7%134
2026-071.2%170
2026-080%75
2026-090%23

Peak month: 66.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic44025.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • eb702a7e on GitHub🦭fix(ui): Linux 下滚动聊天窗口周期性发虚 (#547) (#548)Claude Code
  • 3ceb6085 on GitHub🦭feat(hooks): 与 Claude Code 官方协议重新对齐（字段级 + 6 个可阻断事件 + prompt_id/effort） (Claude Code
  • fcfcf085 on GitHubbackport: 🦭 v0.10.3 修复回 main（macOS 唤醒崩溃 / Windows 输入法 / 黑窗） (#325)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 window1,947
Merge commits removed−203
CI / dependency bots removed−1
Considered1,743

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 →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 shiwenwen/hope-agent

Scan another repository

Try