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.

面向长篇小说创作的 AI Native 开源系统，用 Agent、世界观、写法引擎、RAG 和整本生产工作流，帮助新手从一句灵感走到完整小说。AI-native engine for end-to-end novel creation — from idea to full chapters, with structured planning, worldbuilding, and agent-driven workflows.

01Result

ExplosiveCoderflome/AI-Novel-Writing-Assistant ↗

ExplosiveCoderflome/AI-Novel-Writing-Assistant AI coding statistics: 4.9%

of 1,079 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.9% agent · top contributor 98.1%2 contributors

individual

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

agent commits

1,026

other considered commits

agent contributors

98.1%

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

53assisted

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: 24.6%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	51	4.7%
Cursor Agent	Anysphere	2	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

cf2cd07e on GitHubfeat(client): adopt visualization stack in one batchClaude Code
6f75b827 on GitHubfeat(tooling): add dependency check before dev startupClaude Code
02091bb9 on GitHubdocs(plans): expand tension curve plan into execution-ready specClaude Code
c0f0c57e on GitHubfix(director): correct chapter budget scope and raise token thresholdCursor Agent
409821ad on GitHubdocs(release): director worker in-process and beta merge notesCursor 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	1,226
Merge commits removed	−147
CI / dependency bots removed	−0
Considered	1,079

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 ExplosiveCoderflome/AI-Novel-Writing-Assistant

Scan another repository

Try

Month	Agent share	Considered commits
2026-03	0%	79
2026-04	0%	239
2026-05	0.5%	184
2026-06	24.6%	187
2026-07	3.7%	162
2026-08	0%	168
2026-09	0%	60