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 secure REST API and Model Context Protocol (MCP) server for your vault.

01Result

coddingtonbear/obsidian-local-rest-api ↗

coddingtonbear/obsidian-local-rest-api AI coding statistics: 77.4%

of 195 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
77.4% agent · top contributor 90.1%8 contributors
individual

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

151
agent commits
44
other considered commits
8
agent contributors
90.1%
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

151assisted
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
2026-020%8
2026-0320%5
2026-0454.5%11
2026-0583.3%84
2026-0650%2
2026-0784.5%71
2026-0892.9%14

Peak month: 92.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic15177.4%
GitHub CopilotGitHub31.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 209eff08 on GitHubDrop the vault_read UTF-8 notes from the Readme and MCP docs (#351)Claude Code
  • 35503f8c on GitHubRefuse a vault_read of a file whose bytes are not valid UTF-8 (#346)Claude Code
  • 5837aa1b on GitHubGenerate a CA-signed server certificate instead of serving a CA certificatClaude Code
  • 05abe0d3 on GitHubServe MCP protocol revision 2026-07-28 on SDK v2 (#324)GitHub Copilot
  • 066be538 on GitHubFix License section under Advanced settings not rendering (#310)GitHub Copilot
  • f67ddbbe on GitHubAdd rendered HTML reads via Accept: text/html (#306)GitHub Copilot

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 window199
Merge commits removed−4
CI / dependency bots removed−0
Considered195

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 →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 coddingtonbear/obsidian-local-rest-api

Scan another repository

Try