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.

Flipper Zero app for ESL research using IR. All based on https://www.furrtek.org/?a=esl

01Result

i12bp8/TagTinker ↗

i12bp8/TagTinker AI coding statistics: 13.6%

of 44 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

Too little recent activity to publish. Only 44 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.

13.6% agent · top contributor 66.7%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

66.7%

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

6assisted

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

Which agents

Agent	Vendor	Commits	Share
Cursor Agent	Anysphere	4	9.1%
Claude Code	Anthropic	2	4.5%

03Evidence

Inspect the matches

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

Matched commit samples

f1447306 on GitHubDrop the Color 2.6 host unit testCursor Agent
3ebae10a on GitHubFold Color 2.6 helpers into proto.hCursor Agent
3b8ad97c on GitHubFix Color 2.6 page default, Set Text heap, and WiFi canvasCursor Agent
c3ac9407 on GitHubMakefile: harden build-esp, launch/flash ordering, and clean guardClaude Code
464ff1ae on GitHubAdd CI build workflow and root MakefileClaude 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	48
Merge commits removed	−4
CI / dependency bots removed	−0
Considered	44

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 →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 i12bp8/TagTinker

Scan another repository

Try

Month	Agent share	Considered commits
2026-04	0%	38
2026-08	100%	4
2026-09	100%	2