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

microsoft/SkillOpt ↗

microsoft/SkillOpt AI coding statistics: 38.3%

of 413 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
38.3% agent · top contributor 27.2%26 contributors
org-wide

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

158
agent commits
255
other considered commits
26
agent contributors
27.2%
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

152assisted
6autonomous

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
2026-0513.9%72
2026-0674.1%112
2026-0728.4%102
2026-0828.8%125
2026-090%2

Peak month: 74.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10425.2%
GitHub CopilotGitHub4611.1%
DevinCognition61.5%
Cursor AgentAnysphere20.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 1694a96f on GitHubfeat(minimax): add MiniMax-M3 default and model-aware thinking (#190)Claude Code
  • 3c8873f0 on GitHubsleep: confine per-skill adoption to the staged skills roots (#241)Claude Code
  • a33e56d1 on GitHubfix(sleep): skip assistant.message events with non-dict data (#232)Claude Code
  • f24e8ae5 on GitHubchore: configure monthly Dependabot updates (#261)GitHub Copilot
  • 9eb77397 on GitHubfeat(model): report copilot_chat call counts in the token summaryGitHub Copilot
  • a94d115d on GitHubdocs(model): list copilot_chat in the chat_target error messagesGitHub Copilot
  • 0a816f95 on GitHubfeat(sleep): stage one proposal and manifest row per skillDevin
  • 8e78ba0e on GitHubfeat(sleep): report per-skill-group gate decisionsDevin
  • cbaf6a39 on GitHubfeat(sleep): consolidate skill groups independently with failure isolationDevin
  • 5f8e85c6 on GitHubfix(sleep): keep all-test batches out of consolidate train/valCursor Agent
  • 2532043d on GitHubfix(claude): use --effort instead of deprecated --thinking flagCursor 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 window531
Merge commits removed−117
CI / dependency bots removed−1
Considered413

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
microsoft/SkillOpt
Default branch
main
Resolved HEAD
79124b37e9a6371e13b753f8bcd7adb1e493ade1 ↗
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 position88th percentile

Midrank percentile; equal shares split the tied positions.

Repository
38.3%
Cohort median
6.3%
Share rank
31 / 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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Devin commitsBrowse repositories with detected Devin 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 microsoft/SkillOpt

Scan another repository

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