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.

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

01Result

mnemox-ai/tradememory-protocol ↗

mnemox-ai/tradememory-protocol AI coding statistics: 95.7%

of 375 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
95.7% agent · top contributor 99.4%3 contributors
individual

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

359
agent commits
16
other considered commits
3
agent contributors
99.4%
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

359assisted
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
2026-02100%38
2026-0395.5%246
2026-04100%50
2026-05100%4
2026-0785.2%27
2026-08100%2
2026-0987.5%8

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic35995.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • e8188604 on GitHubdocs: correct two README claims the repo's own files contradictClaude Code
  • b7b12d08 on GitHubchore(deps): raise dependency floors off known-vulnerable versionsClaude Code
  • b2f800a1 on GitHubdocs: link the live dashboard, drop instructions that no longer workClaude 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 window375
Merge commits removed−0
CI / dependency bots removed−0
Considered375

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 →Python AI coding statisticsCompare evidence across Python 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 mnemox-ai/tradememory-protocol

Scan another repository

Try