Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

ZhuLinsen/daily_stock_analysis ↗

ZhuLinsen/daily_stock_analysis AI coding statistics: 1.3%

of 745 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.3% agent · top contributor 20%8 contributors
team

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

10
agent commits
735
other considered commits
8
agent contributors
20%
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

10assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-022.9%103
2026-031.5%132
2026-041.3%76
2026-051.4%145
2026-060.8%132
2026-070%86
2026-081.6%61
2026-090%10

Peak month: 2.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub60.8%
Claude CodeAnthropic30.4%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 626b63c1 on GitHubfeat: feed intelligence sources into analysis contexts (#1709)GitHub Copilot
  • 4610dcbb on GitHubfix: 补齐 Web 设置页中文文案映射并本地下拉选项翻译 (#1453)GitHub Copilot
  • 0fca72a9 on GitHubRefactor: isolate MiMo fallback pricing hook and complete #1282 fix (#1350GitHub Copilot
  • 8b5056a1 on GitHubfix: parameterize market context in LLM prompts (#644) (#802)Claude Code
  • 057036c8 on GitHubfix missing search engine env vars in GitHub Actions (#625)Claude Code
  • a67933e2 on GitHubfix: 修复 ARCH_ARGS 空数组导致的 unbound variable 错误 (#458)Claude Code
  • ee635a35 on GitHubfeat: 桌面端右上角增加更新入口 (#2274)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 window747
Merge commits removed−2
CI / dependency bots removed−0
Considered745

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
ZhuLinsen/daily_stock_analysis
Default branch
main
Resolved HEAD
1168e316269baa38752a8901331a4d7aa8b1fd07 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position23rd percentile

Midrank percentile; equal shares split the tied positions.

Repository
1.3%
Cohort median
6.3%
Share rank
188 / 247
0th50th100th

Percentile = (repositories below + half of 5 tied repositories) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →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 ZhuLinsen/daily_stock_analysis

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