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.

MyContext is a local-first desktop app for everyday communication and knowledge work

openTrinity/mycontext ↗

openTrinity/mycontext AI coding statistics: 41.3%

of 264 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
41.3% agent · top contributor 92.7%3 contributors
individual

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

109
agent commits
155
other considered commits
3
agent contributors
92.7%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

109assisted
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.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10941.3%

Inspect the matches

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

Matched commit samples

  • 23c6f609 on GitHubchore(gitignore): 会话附件目录名是连字符,而忽略规则写的是下划线 —— 等于没挡Claude Code
  • 35542f3e on GitHubfix(会话列表): 侧栏一排 1970/1/1 —— COALESCE(…,0) 把「不知道」折成了「1970 年」Claude Code
  • 695b835e on GitHubfeat(向量网关): embedding 的地址/密钥/维度/dimensions 从写死改成可配 —— 有的网关只给对话模型不给向量模型Claude Code

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 window264
Merge commits removed−0
CI / dependency bots removed−0
Considered264

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

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 openTrinity/mycontext

Scan another repository