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

agentscope-ai/agentscope ↗

agentscope-ai/agentscope AI coding statistics: 14.8%

of 406 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
14.8% agent · top contributor 18.3%33 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

60
agent commits
346
other considered commits
33
agent contributors
18.3%
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

60assisted
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
2026-0210.7%28
2026-030%31
2026-040%12
2026-050%36
2026-0613.5%74
2026-0724.6%69
2026-0823.1%91
2026-0913.8%65

Peak month: 24.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic5313.1%
GitHub CopilotGitHub41%
Gemini CLIGoogle30.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0727cbf9 on GitHubfix(tool): bound glob search tool output (#2572)Claude Code
  • 0b61e4f5 on GitHubfeat(mcp): support runtime MCP headers in Docker workspaces (#2456)Claude Code
  • 7c5c1143 on GitHubfix(mcp): clean up cancelled MCP connections (#2499)Claude Code
  • 3d10118e on GitHubfix(agent): guard against empty or interrupted streaming responses (#1861)GitHub Copilot
  • ae981901 on GitHubfeat(webui): render Write and Edit tool diffs (#1856)GitHub Copilot
  • d4ba58a7 on GitHubfix(agent): avoid shared default configs in the Agent class (#1906)GitHub Copilot
  • 593b9581 on GitHubfix(plan): improve plan module test coverage and fix hint bug (#1220)Gemini CLI
  • 18567aef on GitHubfix(mcp): fix the timeout argument in MCPToolFunction class (#1192)Gemini CLI
  • ede1d7ce on GitHubfeat(realtime): support realtime voice agent in agentscope (#1056)Gemini CLI

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 window406
Merge commits removed−0
CI / dependency bots removed−0
Considered406

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
agentscope-ai/agentscope
Default branch
main
Resolved HEAD
3ae8a1f4eca2dec6a519753e0c1f0e76ef83731f ↗
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 position72nd percentile

Midrank percentile; equal shares split the tied positions.

Repository
14.8%
Cohort median
6.3%
Share rank
70 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 agentscope-ai/agentscope

Scan another repository

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