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.

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

01Result

Manavarya09/design-extract ↗

Manavarya09/design-extract AI coding statistics: 25.6%

of 332 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

25.6% agent · top contributor 69.4%3 contributors

individual

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

agent commits

247

other considered commits

agent contributors

69.4%

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

85assisted

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: 33.8%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	85	25.6%

03Evidence

Inspect the matches

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

Matched commit samples

8ef88209 on GitHubdocs(brand): document the new Essence chapter in /brandClaude Code
53e42cc7 on GitHubtest(brand): cover deriveBrandEssence axes, archetype, copy, renderingClaude Code
7911a0e3 on GitHubfeat(brand): render Chapter 00 Essence in book, markdown, and JSONClaude 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	410
Merge commits removed	−52
CI / dependency bots removed	−26
Considered	332

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 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 Manavarya09/design-extract

Scan another repository

Try

Month	Agent share	Considered commits
2026-04	28.7%	94
2026-05	17.2%	64
2026-06	33.8%	139
2026-08	0%	16
2026-09	0%	19