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.

The official CLI and Python client for the Hugging Face Hub.

01Result

huggingface/huggingface_hub ↗

huggingface/huggingface_hub AI coding statistics: 43.8%

of 569 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
43.8% agent · top contributor 70.3%25 contributors
team

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

249
agent commits
320
other considered commits
25
agent contributors
70.3%
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

249assisted
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
2026-0246.2%65
2026-0337.4%91
2026-0450.5%93
2026-0541.7%72
2026-0651.3%78
2026-0746.7%75
2026-0825%40
2026-0941.8%55

Peak month: 51.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic18432.3%
Cursor AgentAnysphere7112.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • af6b41ec on GitHub[Core] Reject path traversal via embedded ".." segments in path_in_repo (#Claude Code
  • a3b62f66 on GitHub[CLI] Add `hf --skills` as an alias for `hf skills preview` (#4906)Claude Code
  • 1173050b on GitHub[sandbox audit] Keep secret values out of argv in the CLI and fix the env/Claude Code
  • 0815693a on GitHub[CLI] Generate hf-cli skill locally instead of downloading from bucket (#4Cursor Agent
  • 1de864fe on GitHub[CLI] Add `hf extensions update` command (#4496)Cursor Agent
  • dcc2d467 on GitHub[Jobs] Add `hf jobs scheduled trigger ...` to trigger scheduled jobs on deCursor 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 window627
Merge commits removed−1
CI / dependency bots removed−57
Considered569

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 huggingface/huggingface_hub

Scan another repository

Try