ifixai-ai/iFixAi

Evaluation & Testing

The open-source diagnostic for AI misalignment. 32 tests across fabrication, manipulation, deception, unpredictability, and opacity. Provider-agnostic. Runs against OpenAI, Anthropic, Bedrock, Azure, Gemini, and more. Letter grade in under 5 minutes, content-addressed manifest for bit-identical replay. Built by iMe.

GitHub →Website →

7.9

GitHub Metrics

Stars

35.0k

Forks

1.7k

Open Issues

Watchers

413

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Oct 25, 2026

Created

Apr 27, 2026

Latest Release

v4.3.0

Release Date

Oct 22, 2026

Synced: Oct 27, 2026

Quality Scores

Documentation Qualityw: 20%

7.9

Has docs site (https://www.ifixai.ai/). Description: 317 chars. Stars signal: 35,027. Contributors: 23. Score: 7.9/10

Community Healthw: 20%

8.0

Stars: 35,027. Contributors: 23. Watchers: 413. Forks: 1,717. Issue ratio: 0.0%. Score: 8/10

Maintenance Velocityw: 15%

7.5

Last commit: 2d ago. Weekly commits: 0. Latest release: v4.3.0. Score: 7.5/10

API Design & DXw: 20%

8.4

Stars/issues ratio: 17514. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 35,027 stars. Score: 8.4/10

Production Readinessw: 15%

6.8

Battle-tested: 35,027 stars. Peer review: 23 contributors. Versioned: v4.3.0. Licensed: Apache-2.0. Age: 0.5 years. Maintenance: last commit 2d ago. Score: 6.8/10

Ecosystem Integrationw: 10%

8.6

Fork interest: 1,717. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 35,027 stars. Has web presence. Score: 8.6/10