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.

IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.

01Result

crestalnetwork/intentkit ↗

crestalnetwork/intentkit AI coding statistics: 68.4%

of 827 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

68.4% agent · top contributor 45.4%5 contributors

team

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

566

agent commits

261

other considered commits

agent contributors

45.4%

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

561assisted

5autonomous

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

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

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	558	67.5%
GitHub Copilot	GitHub	8	1%

03Evidence

Inspect the matches

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

Matched commit samples

c83efecb on GitHubchore: release notes for v2.41.0Claude Code
ef0314ca on GitHubfeat: move deepseek flash to v4.1 on both providersClaude Code
10789cad on GitHubchore: release notes for v2.40.0Claude Code
4ba015e9 on GitHubfix: improve x402 payment error handlingGitHub Copilot
c6ec9657 on GitHubchore: release notes for v0.11.9GitHub Copilot
efb0b550 on GitHubfeat: add multi-token Safe spending limit supportGitHub Copilot

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 window	829
Merge commits removed	−2
CI / dependency bots removed	−0
Considered	827

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 →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 crestalnetwork/intentkit

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	4.6%	173
2026-03	77.3%	194
2026-04	87.1%	194
2026-05	100%	24
2026-06	91.4%	81
2026-07	88.1%	126
2026-08	83.9%	31
2026-09	100%	4