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.

🧑‍🎨 A collection of Golang agentic skills that works

01Result

samber/cc-skills-golang ↗

samber/cc-skills-golang AI coding statistics: 5.4%

of 130 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.4% agent · top contributor 85.7%2 contributors
individual

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

7
agent commits
123
other considered commits
2
agent contributors
85.7%
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

7assisted
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
2026-030%37
2026-046.7%15
2026-055.9%34
2026-0616.7%6
2026-0715%20
2026-080%10
2026-090%8

Peak month: 16.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub64.6%
Claude CodeAnthropic10.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • f4be06f6 on GitHubfeat(skills): add ultracode orchestration directive to fan-out skills (#74GitHub Copilot
  • faa9ccfe on GitHubfeat(skills): add isolated-worktree workflow to 5 skills (#73)GitHub Copilot
  • 7437b509 on GitHubClarify godig/gopls/Context7/govulncheck tool boundaries across skills (#7GitHub Copilot
  • 3d2769c4 on GitHubfix: set user-invocable to true for all skills to enable plugin usage (#13Claude 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 window133
Merge commits removed−0
CI / dependency bots removed−3
Considered130

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 Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Go AI coding statisticsCompare evidence across Go 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 samber/cc-skills-golang

Scan another repository

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