Pulse
2026-09-18-v3.0
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.

Advanced CLI tool that scans your hardware and tells you exactly which LLM or sLLM models you can run locally, with full Ollama integration.

01Result

signerless/llm-checker ↗

signerless/llm-checker AI coding statistics: 23.5%

of 153 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
23.5% agent · top contributor 91.7%2 contributors
individual

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

36
agent commits
117
other considered commits
2
agent contributors
91.7%
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

36assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0214.1%71
2026-030%19
2026-040%1
2026-050%9
2026-0696.3%27
2026-080%13
2026-090%13

Peak month: 96.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3623.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2d459ccd on GitHubfix(hardware): ignore virtual display adapters in GPU detection (#106)Claude Code
  • 80ebff69 on GitHubfeat(cli): let search/list-models query the multi-source registryClaude Code
  • 7bdfe1cc on GitHubfix(registry): ingestor data quality — exclude adapters, fix precision/sizClaude 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 window201
Merge commits removed−48
CI / dependency bots removed−0
Considered153

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 signerless/llm-checker

Scan another repository

Try