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.

6.2
GitHub Metrics
Stars
572
Forks
114
Open Issues
1
Watchers
9
Contributors
7
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Jun 27, 2026
Created
Apr 27, 2026
Latest Release
v3.0.2
Release Date
Jun 23, 2026
Synced: Jun 29, 2026
Quality Scores
Documentation Qualityw: 20%
6.3

Has docs site (https://www.ifixai.ai/). Description: 317 chars. Stars signal: 572. Contributors: 7. Score: 6.3/10

Community Healthw: 20%
4.4

Stars: 572. Contributors: 7. Watchers: 9. Forks: 114. Issue ratio: 0.2%. Score: 4.4/10

Maintenance Velocityw: 15%
7.5

Last commit: 1d ago. Weekly commits: 0. Latest release: v3.0.2. Score: 7.5/10

API Design & DXw: 20%
7.7

Stars/issues ratio: 572. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 572 stars. Score: 7.7/10

Production Readinessw: 15%
4.6

Battle-tested: 572 stars. Peer review: 7 contributors. Versioned: v3.0.2. Licensed: Apache-2.0. Age: 0.2 years. Maintenance: last commit 1d ago. Score: 4.6/10

Ecosystem Integrationw: 10%
6.8

Fork interest: 114. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 572 stars. Has web presence. Score: 6.8/10

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