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

K-Dense-AI/scientific-agent-skills ↗

K-Dense-AI/scientific-agent-skills AI coding statistics: 17%

of 411 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
17% agent · top contributor 67.1%17 contributors
team

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

70
agent commits
341
other considered commits
17
agent contributors
67.1%
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

67assisted
3autonomous

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
2026-022.6%76
2026-0310.9%46
2026-0415.4%52
2026-054.2%48
2026-063.8%26
2026-0735.8%109
2026-0810.7%28
2026-0938.5%26

Peak month: 38.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere4410.7%
Claude CodeAnthropic266.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • c1ed16d9 on GitHubAdd companion identifier APIs to ontology-term-resolution (#262)Cursor Agent
  • eef7c207 on GitHubAdd RegulomeDB and live VEP/CADD traps to database-lookup (#264)Cursor Agent
  • ea2c9f0f on GitHubAdd companion literature APIs to paper-lookup (#263)Cursor Agent
  • 515742b7 on GitHubRevert "chore: post-merge follow-ups for #252"Claude Code
  • ca2620db on GitHubgenomic-intelligence: annotation sync limit and the splice orientation cheClaude Code
  • 45af7aef on GitHubgenomic-intelligence: reconcile the skill against the live /v1 contract (1Claude Code

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 window496
Merge commits removed−56
CI / dependency bots removed−29
Considered411

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
K-Dense-AI/scientific-agent-skills
Default branch
main
Resolved HEAD
330c8e764435a731eff571e3efdda70b363d0792 ↗
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 position74th percentile

Midrank percentile; equal shares split the tied positions.

Repository
17%
Cohort median
6.3%
Share rank
66 / 247
0th50th100th

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

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code 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 K-Dense-AI/scientific-agent-skills

Scan another repository

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