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.

Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

01Result

huytieu/COG-second-brain ↗

huytieu/COG-second-brain AI coding statistics: 76.3%

of 38 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 38 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
76.3% agent · top contributor 41.4%4 contributors
team

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

29
agent commits
9
other considered commits
4
agent contributors
41.4%
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

29assisted
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
2026-0263.6%11
2026-0333.3%6
2026-04100%2
2026-06100%1
2026-0787.5%8
2026-08100%9
2026-09100%1

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2976.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • c6cb3280 on GitHubfeat: slop-gate + voice-baseline — enforcement and measurement for anti-slClaude Code
  • 623ed001 on GitHubfix: make the verification harness opt-in and repair its dangling referencClaude Code
  • 44fa687a on GitHubfeat: structural slop rules — composition-level anti-slop across skill, CLClaude 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 window47
Merge commits removed−9
CI / dependency bots removed−0
Considered38

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 huytieu/COG-second-brain

Scan another repository

Try