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.

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

01Result

seandavi/awesome-single-cell ↗

seandavi/awesome-single-cell AI coding statistics: 38.9%

of 36 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

Too little recent activity to publish. Only 36 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.

38.9% agent · top contributor 50%4 contributors

team

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

agent commits

other considered commits

agent contributors

50%

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

7assisted

7autonomous

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	7	19.4%
Cursor Agent	Anysphere	4	11.1%
Claude Code	Anthropic	3	8.3%

03Evidence

Inspect the matches

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

Matched commit samples

9085eb30 on GitHubAdd Zenodo record link to release notesGitHub Copilot
fdc4bb83 on GitHubAdd check to prevent duplicate release creationGitHub Copilot
fc679782 on GitHubSimplify release notes to single lineGitHub Copilot
e4073f41 on GitHubAdd TCGA and HEST Xenium virtual spatial transcriptomics datasets.Cursor Agent
61a430f0 on GitHubAdd DeepSpot and DeepSpot-M under Spatial transcriptomicsCursor Agent
cab1eeec on GitHubAdd DeepSpot2Cell under Spatial transcriptomicsCursor Agent
b284bd06 on GitHubAdd pbcheckClaude Code
82007f52 on GitHubUpdate CASSIA citation to Nature CommunicationsClaude Code
01438b6e on GitHubAdd autozyme to Other applicationsClaude 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	66
Merge commits removed	−30
CI / dependency bots removed	−0
Considered	36

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 →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 seandavi/awesome-single-cell

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	50%	14
2026-03	0%	2
2026-04	0%	3
2026-05	0%	1
2026-06	28.6%	7
2026-07	100%	4
2026-08	0%	3
2026-09	50%	2