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 convention-based object-object mapper in .NET.

01Result

LuckyPennySoftware/AutoMapper ↗

LuckyPennySoftware/AutoMapper AI coding statistics: 56.9%

of 51 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

Too little recent activity to publish. Only 51 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.

56.9% agent · top contributor 79.3%2 contributors

individual

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

agent commits

other considered commits

agent contributors

79.3%

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

23assisted

6autonomous

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
GitHub Copilot	GitHub	15	29.4%
Claude Code	Anthropic	14	27.5%

03Evidence

Inspect the matches

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

Matched commit samples

5295367e on GitHubdocs: document fixes for multiple license messagesGitHub Copilot
05914666 on GitHubInitial planGitHub Copilot
e380077b on GitHubApply suggestions from code reviewGitHub Copilot
fec985c4 on GitHubKeep the condition interface's own member type on the non-generic APIClaude Code
34fbd20b on GitHubClarify when Condition receives the pre-conversion source valueClaude Code
d57b329d on GitHubPass the source member value to ConditionClaude 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	75
Merge commits removed	−24
CI / dependency bots removed	−0
Considered	51

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 →C# AI coding statisticsCompare evidence across C# 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 LuckyPennySoftware/AutoMapper

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	45.8%	24
2026-03	54.5%	11
2026-04	0%	3
2026-05	100%	1
2026-06	100%	6
2026-08	0%	1
2026-09	100%	5