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.

법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

01Result

chrisryugj/korean-law-mcp ↗

chrisryugj/korean-law-mcp AI coding statistics: 80.5%

of 302 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
80.5% agent · top contributor 66.7%11 contributors
team

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

243
agent commits
59
other considered commits
11
agent contributors
66.7%
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

243assisted
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%10
2026-03100%40
2026-0493.9%66
2026-0547.6%21
2026-0684.6%13
2026-0780.6%62
2026-0862.7%75
2026-0986.7%15

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic24380.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • c9864683 on GitHubci(mirror): 이벤트가 가리키는 ref 하나만 GitLab 로 민다Claude Code
  • 45f43d40 on GitHubchore: 취약 의존성 lockfile 갱신 + 정부 GitLab 미러 워크플로Claude Code
  • e3b6db11 on GitHubchore(release): v4.13.0 — 준법 등록부 감시 3건 (#157·#158·#159)Claude 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 window332
Merge commits removed−30
CI / dependency bots removed−0
Considered302

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 →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 chrisryugj/korean-law-mcp

Scan another repository

Try