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.

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01Result

yifanfeng97/Hyper-Extract ↗

yifanfeng97/Hyper-Extract AI coding statistics: 10.6%

of 339 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

10.6% agent · top contributor 58.3%5 contributors

team

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

agent commits

303

other considered commits

agent contributors

58.3%

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

36assisted

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

Peak month: 60%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Cursor Agent	Anysphere	24	7.1%
Claude Code	Anthropic	12	3.5%

03Evidence

Inspect the matches

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

Matched commit samples

8e5bd71f on GitHubfix: thread GraphML --force through export_ka_graphmlCursor Agent
031a387e on GitHubstyle: apply ruff format on SearchHits helpersCursor Agent
3d1ea7cc on GitHubfix: normalize search hits and share KA GraphML/CSV export adaptersCursor Agent
115b4cfe on GitHubAdd OrcaRouter as a named provider presetClaude Code
119c98f3 on GitHubchore: bump version to 0.3.0Claude Code
1d91c923 on GitHubdocs: document the Anthropic provider in the provider-system pagesClaude 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 window	458
Merge commits removed	−107
CI / dependency bots removed	−12
Considered	339

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 yifanfeng97/Hyper-Extract

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	75
2026-03	0%	56
2026-04	0%	32
2026-05	60%	5
2026-06	22.9%	35
2026-07	0%	12
2026-08	37.5%	24
2026-09	16%	100