Hi! π
Your project currently appears on the ACMM Leaderboard β a public ranking of 289 CNCF & cloud-native projects scored by the AI Codebase Maturity Model, a 5-level framework (L1 Assisted β L5 Self-Sustaining) that measures how ready a codebase is for AI-assisted engineering.
See your full scan
π console.kubestellar.io/acmm?repo=devfile/api
The dashboard shows every detected vs. missing criterion, with an "Ask agent for help" button that launches an AI mission to add any missing one.
Add a badge to your README
Paste this in your README to show your ACMM level β it updates automatically as you add criteria:
[](https://console.kubestellar.io/acmm?repo=devfile%2Fapi&utm_source=github&utm_medium=badge&utm_campaign=acmm-outreach)
Why it matters
Projects with higher ACMM scores get measurably better AI-assisted PRs because the agent has rules, tests, and metrics to work against. The badge signals to contributors (and AI agents) how much scaffolding is in place β a way for smaller projects to compete on AI-readiness without needing massive contributor counts.
The leaderboard
See where you rank among 289 projects: kubestellar.io/en/acmm-leaderboard
Paper: arxiv.org/abs/2604.09388
Hi! π
Your project currently appears on the ACMM Leaderboard β a public ranking of 289 CNCF & cloud-native projects scored by the AI Codebase Maturity Model, a 5-level framework (L1 Assisted β L5 Self-Sustaining) that measures how ready a codebase is for AI-assisted engineering.
See your full scan
π console.kubestellar.io/acmm?repo=devfile/api
The dashboard shows every detected vs. missing criterion, with an "Ask agent for help" button that launches an AI mission to add any missing one.
Add a badge to your README
Paste this in your README to show your ACMM level β it updates automatically as you add criteria:
Why it matters
Projects with higher ACMM scores get measurably better AI-assisted PRs because the agent has rules, tests, and metrics to work against. The badge signals to contributors (and AI agents) how much scaffolding is in place β a way for smaller projects to compete on AI-readiness without needing massive contributor counts.
The leaderboard
See where you rank among 289 projects: kubestellar.io/en/acmm-leaderboard
Paper: arxiv.org/abs/2604.09388