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.

💬 一个简洁、安全、免费的静态网站评论系统 | A simple, safe, free comment system.

twikoojs/twikoo ↗

twikoojs/twikoo AI coding statistics: 13.3%

of 128 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.3% agent · top contributor 58.8%3 contributors
individual

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

17
agent commits
111
other considered commits
3
agent contributors
58.8%
largest contributor

What shapes this result

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

Assisted or autonomous

15assisted
2autonomous

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%11
2026-030%19
2026-040%3
2026-0553.6%28
2026-0613.3%15
2026-070%11
2026-080%30
2026-090%11

Peak month: 53.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere107.8%
Claude CodeAnthropic75.5%

Inspect the matches

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

Matched commit samples

  • fe554d11 on GitHubfix(client): update twikoo_visitors on init (#966)Cursor Agent
  • f3300663 on GitHubfix(admin): wrap config panel secret fields in a form (#959)Cursor Agent
  • 6be2295e on GitHubfix(markdown): disable indented code blocks in comment rendering (#958)Cursor Agent
  • bbbbc7f8 on GitHubchore(deps-dev): bump @babel/runtime from 7.29.7 to 8.0.0 (#1000)Claude Code
  • 5da949f1 on GitHubchore(deps-dev): bump eslint from 8.56.0 to 9.8.0 (#982)Claude Code
  • 20501ce1 on GitHubfix(ci): use npm publish --provenance instead of yarn publishClaude Code

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 window237
Merge commits removed−0
CI / dependency bots removed−109
Considered128

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

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 twikoojs/twikoo

Scan another repository