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.

Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, X): source-grounded audits, deterministic findings and evidence coverage, versioned JSON reports, and capability-gated account changes.

01Result

AgriciDaniel/claude-ads ↗

AgriciDaniel/claude-ads AI coding statistics: 53.8%

of 117 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
53.8% agent · top contributor 47.6%4 contributors
team

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

63
agent commits
54
other considered commits
4
agent contributors
47.6%
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

63assisted
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
2026-02100%9
2026-03100%8
2026-0481.8%11
2026-0563.6%33
2026-0712.8%39
2026-080%4
2026-0984.6%13

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic6353.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • 760cb7c5 on GitHubchore(evidence): refresh sources and claims as of 2026-09-10Claude Code
  • c57ee31e on GitHubfix(core): map ConversionsQualified in the Microsoft native export profileClaude Code
  • a9237129 on GitHubchore(ecosystem): record tracker actions of 2026-09-10Claude 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 window124
Merge commits removed−4
CI / dependency bots removed−3
Considered117

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 →Python AI coding statisticsCompare evidence across Python 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 AgriciDaniel/claude-ads

Scan another repository

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