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.

Lossless Claw — LCM (Lossless Context Management) plugin for OpenClaw

01Result

Martian-Engineering/lossless-claw ↗

Martian-Engineering/lossless-claw AI coding statistics: 6.9%

of 582 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.9% agent · top contributor 20%22 contributors
org-wide

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

40
agent commits
542
other considered commits
22
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

40assisted
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
2026-022.6%78
2026-0310.1%89
2026-0416.7%120
2026-052.5%81
2026-062.4%82
2026-078.3%60
2026-080%64
2026-090%8

Peak month: 16.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic305.2%
GitHub CopilotGitHub91.5%
Cursor AgentAnysphere10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 5640c28d on GitHubfeat(plugin): register lcm-control session actionClaude Code
  • 80602dc2 on GitHubfeat(compaction): carry message role into leaf-summary source textClaude Code
  • 421e7cb0 on GitHubfix(dedup): strip the host chat-history recap in inbound body reductionClaude Code
  • bc66b3e0 on GitHubRecover stale session `totalTokens` at startup to restore threshold compacGitHub Copilot
  • fd622056 on GitHubfix: strip thinking/reasoning blocks from leaf compaction summarizer inputGitHub Copilot
  • 370b91b5 on GitHubSerialize SQLite migrations with a single exclusive transaction (#455)GitHub Copilot
  • 0cdb6649 on GitHubfix(assembler): drop empty content for user/toolResult roles, not only assCursor 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 window640
Merge commits removed−23
CI / dependency bots removed−35
Considered582

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 Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →TypeScript AI coding statisticsCompare evidence across TypeScript repositories →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 Martian-Engineering/lossless-claw

Scan another repository

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