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.

The new generation chameleon based on NRF52840 makes the performance of card emulation more stable. And gave the chameleon the ability to read, write, and decrypt cards.

01Result

RfidResearchGroup/ChameleonUltra ↗

RfidResearchGroup/ChameleonUltra AI coding statistics: 5.6%

of 177 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.6% agent · top contributor 40%3 contributors
individual

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

10
agent commits
167
other considered commits
3
agent contributors
40%
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%22
2026-0313.6%22
2026-042.4%42
2026-053.7%54
2026-0623.5%17
2026-070%4
2026-080%4
2026-090%12

Peak month: 23.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic105.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 3fd91e24 on GitHubfeat(cli): add Farpointe/Pyramid support to Python clientClaude Code
  • 5c03d325 on GitHubfeat(lf): DC-block FSK demod for weak-coupling robustness (HID, ioProx)Claude Code
  • 09de8d75 on GitHubfeat(lf): add Farpointe/Pyramid tag emulation and readerClaude 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 window257
Merge commits removed−80
CI / dependency bots removed−0
Considered177

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

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code 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 RfidResearchGroup/ChameleonUltra

Scan another repository

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