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.

120 marketing skills as an AI marketing staff — plugin, portable skills, or an 8-bot team across 7 disciplines (narrative, SEO/GEO, social, email, paid, influencer, launch) on one contract, with 8 auditor gates: TALE · CORE-EEAT · CITE · ECHO · SEND · ROAS · STAR · RAMP.

01Result

aaron-he-zhu/aaron-marketing-skills ↗

aaron-he-zhu/aaron-marketing-skills AI coding statistics: 69.2%

of 156 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
69.2% agent · top contributor 99.1%2 contributors
individual

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

108
agent commits
48
other considered commits
2
agent contributors
99.1%
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

108assisted
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
2026-0696.9%32
2026-0768%97
2026-0829.4%17
2026-0960%10

Peak month: 96.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic9762.2%
Cursor AgentAnysphere117.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • af565f93 on GitHubfeat(distribution): quota-aware, parallel, self-verifying publish pipelineClaude Code
  • 97bbca39 on GitHubfix(family): teach extract_ids the backticked / veto-marked ID cell formatClaude Code
  • 48255926 on GitHubdocs(i18n): bring all nine translations' Recommended workflows to the seveClaude Code
  • 9f40ef67 on GitHubfeat: ship Skill Dashboard on the plugin install surface (#67)Cursor Agent
  • 6a2a74b3 on GitHubfeat: add local Skill Dashboard generator (#66)Cursor Agent
  • d6726109 on GitHubfix: reject failed receipts, escape projections, and correct connectors (#Cursor 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 window399
Merge commits removed−34
CI / dependency bots removed−209
Considered156

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 →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 aaron-he-zhu/aaron-marketing-skills

Scan another repository

Try