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Add a Governance Score Badge to Your GitHub README in 30 Seconds

3 min readTutorials & How-To

Add a Governance Score Badge to Your GitHub README in 30 Seconds

Your README already has build badges, coverage badges, and license badges. Now add one that shows whether your project has structural governance in place.

The Governance Score Badge is a shields.io-style SVG that displays your repo's governance score out of 100. It updates when you re-scan. It links visitors directly to a free scan of your repo.

Here's what it looks like on our own repos:

Governance Score Governance Score

Step 1: Scan Your Repo

Go to walseth.ai/scan and enter your GitHub repo URL. The scan takes about 10 seconds and scores your project across 6 dimensions: enforcement, CI/CD, security, testing, governance config, and project hygiene.

No signup. No cost. Instant results.

Step 2: Copy the Badge Markdown

Replace OWNER and REPO with your GitHub owner and repository name:

[![Governance Score](https://walseth.ai/api/badge/OWNER/REPO)](https://walseth.ai/scan?repo=OWNER/REPO)

For example, if your repo is acme-corp/ml-pipeline:

[![Governance Score](https://walseth.ai/api/badge/acme-corp/ml-pipeline)](https://walseth.ai/scan?repo=acme-corp/ml-pipeline)

HTML and reStructuredText formats are available on the badge page.

Step 3: Paste in Your README

Add the badge line near the top of your README.md, alongside your other badges. Commit, push, done.

Every visitor to your repo now sees your governance score. Clicking the badge takes them to a full breakdown of how the score was calculated.

Why Governance Scores?

Most AI/ML repos have CI/CD pipelines but almost no structural enforcement. Our RSA 2026 leaderboard scanned 21 of the most popular AI repos -- the average score was 53/100. Only 2 scored above 70.

A governance badge signals to contributors, users, and auditors that your project takes structural governance seriously. It shows you have:

  • Enforcement hooks and automation (not just documentation)
  • Security policies and dependency management
  • AI-specific governance config (CLAUDE.md, .cursorrules)
  • Testing infrastructure and CI/CD pipelines

As EU AI Act requirements take effect, governance posture becomes a differentiator. Projects with high scores are ahead of the compliance curve.

What If My Score Is Low?

The badge still works. It shows your current score honestly, and clicking it lets anyone run a fresh scan. A low score is not a scarlet letter -- it is a starting point.

The scan results page includes specific findings and recommendations. Fix the gaps, re-scan, and your badge updates automatically.

Badge Details

  • Format: SVG, shields.io-style, cached for 1 hour
  • Grades: A (80+), B (60-79), C (40-59), D (20-39), F (below 20)
  • Colors: Green (A), blue (B), yellow (C), orange (D), red (F), gray (not scanned)
  • Clickthrough: Links to your repo's scan results on walseth.ai
  • Not scanned? Badge shows "not scanned" in gray and links to the scanner

The badge endpoint is https://walseth.ai/api/badge/OWNER/REPO. It returns image/svg+xml with a 1-hour cache. GitHub proxies it through camo.githubusercontent.com like any other external image.

See It Live

We added governance badges to our own repos first:

View the full badge documentation and copy-paste snippets at walseth.ai/badge.

Add a badge to your repo today: walseth.ai/scan

Proof Path

Keep the next move honest after this article

Run the free repo scan on any public repository to get a quick signal before you buy deeper work.

This post is explanation or saved evidence, not current findings for your repo. Use the proof and product path below instead of stopping at the article.

State right now: this article is explanation or saved evidence for one topic, not Walseth AI's proof page and not current findings for your repo by itself.

Next step: read /proof when you need Walseth AI's current measured proof, or run the free repo scan when you need current public-repo findings before a paid follow-through.

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Run the free scan on your own public repository

Use the free scan when this post makes you ask what your own repo looks like right now instead of staying at explanation or saved examples.

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