STACKQUADRANT

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.

7.6
GitHub Metrics
Stars
11.3k
Forks
1.2k
Open Issues
Watchers
301
Contributors
12
Weekly Commits
3
Language
Python
License
Apache-2.0
Last Commit
Aug 27, 2026
Created
Apr 27, 2026
Latest Release
v3.4.1
Release Date
Aug 24, 2026
Synced: Aug 28, 2026
Quality Scores
Documentation Qualityw: 20%
7.4

Has docs site (https://www.ifixai.ai/). Description: 317 chars. Stars signal: 11,253. Contributors: 12. Score: 7.4/10

Community Healthw: 20%
7.2

Stars: 11,253. Contributors: 12. Watchers: 301. Forks: 1,175. Issue ratio: 0.0%. Score: 7.2/10

Maintenance Velocityw: 15%
8.6

Last commit: 0d ago. Weekly commits: 3. Latest release: v3.4.1. Score: 8.6/10

API Design & DXw: 20%
8.2

Stars/issues ratio: 11253. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 11,253 stars. Score: 8.2/10

Production Readinessw: 15%
6.1

Battle-tested: 11,253 stars. Peer review: 12 contributors. Versioned: v3.4.1. Licensed: Apache-2.0. Age: 0.3 years. Maintenance: last commit 0d ago. Score: 6.1/10

Ecosystem Integrationw: 10%
8.3

Fork interest: 1,175. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 11,253 stars. Has web presence. Score: 8.3/10

Tags
agent-evaluationaiai-alignmentai-evaluationai-governanceai-safetyclidiagnostic-tooleu-ai-acthallucination-detection
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration