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

StuffAnThings/qbit_manage ↗

StuffAnThings/qbit_manage AI coding statistics: 23.4%

of 141 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

23.4% agent · top contributor 63.6%4 contributors

team

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

agent commits

108

other considered commits

agent contributors

63.6%

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

32assisted

1autonomous

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

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	20	14.2%
GitHub Copilot	GitHub	14	9.9%
Cursor Agent	Anysphere	6	4.3%

03Evidence

Inspect the matches

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

Matched commit samples

010e302c on GitHubfix(logs): harden file access and standardize names (#1324)Claude Code
a0725379 on GitHubdocs: document nohardlinks global_options in Config-SetupClaude Code
5b8aad25 on GitHubfix: change global_options exclude_tags to override instead of mergeClaude Code
d22e5ec9 on GitHubfix: clear username/password when api_key set; add per-file timeout for stGitHub Copilot
8c99fccf on GitHubfeat(logs): add --log-format json for machine-readable output (#1292)GitHub Copilot
3163970c on GitHubRelease v4.10.0 (#1321)GitHub Copilot
8c99fccf on GitHubfeat(logs): add --log-format json for machine-readable output (#1292)Cursor Agent
3163970c on GitHubRelease v4.10.0 (#1321)Cursor Agent
159dd484 on GitHubfix: address bugs across core modules, web UI, and scripts (#1294)Cursor 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 window	215
Merge commits removed	−24
CI / dependency bots removed	−50
Considered	141

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 →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot 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 StuffAnThings/qbit_manage

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	100%	1
2026-04	100%	1
2026-05	100%	3
2026-06	100%	3
2026-07	27.3%	88
2026-08	2.6%	38
2026-09	0%	7