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iFixAi, AI agent’ları yapılandırılabilir testler ve model judge’larıyla denetleyip puan kartı ve raporlar üreten bir Python aracıdır.

Neden yükseliyor · 153 günlük bir depoda 15.702 yıldız ve son 28 günde 9 commit ile 5 farklı yazar görünmesi güçlü ilgiye ve devam eden katkıya işaret ediyor. README’de birden fazla kullanım yolu ve agent ekosistemi entegrasyonları öne çıkarılıyor; ancak yıldızlar ürün kalitesini veya değerlendirmelerin doğruluğunu kanıtlamaz.

High-Stakes Analytics & Decision Lab, belirsiz ve önemli karar sorularını veri kalitesi, kanıt ve yöntem uygunluğu kontrollerinden geçirerek izlenebilir analiz çıktıları üretmeye yönelik bir Agent Skill ve Python araçları koleksiyonudur.

Neden yükseliyor · 61 günde 944 yıldıza ulaşması dikkat çekiyor; yüksek riskli kararlar için kanıtı öne alan yaklaşım ve Agent Skills biçiminde dağıtım ilgi çekmiş olabilir. Ancak yükselişin nedeni veya gerçek kullanım düzeyi verilen ölçümlerle doğrulanamıyor; son 28 günde commit ve farklı yazar yok.

A cautious, explainable AI text detector for local workflows and coding agents. Need production detection in your app? Try the Lynote AI Det

Open-source CLI, API, web UI, and reproducible benchmarks for probabilistic AI-generated image detection.

Synthetic fraud graph generator for benchmarking graph-based fraud detection models in financial services.

Policy-aware static taint analysis for detecting sensitive-data flows into LLM APIs.

Alignment-research scaffold (autoresearch-style) for LLM guardrails: search over a single policy.md surface

Myrtia — agent-native red teaming for LLMs and AI agents: a deliberating council of attacker models (propose, cross-critique, Borda vote, ch

CHAP, the Collaborative Human Agent Protocol, is a MCP/A2A-compatible runtime for auditable human-agent work: approvals, overrides, handoffs

Mechanical Governance for LLM Decisions — model-agnostic governance regimes (R1/R2/R3), hard gates, entropy commit-reveal and governance met

Skill to generate the knowledge vault for projects using the Ralph loop

Free practice questions and a timed mock exam for the AWS Certified AI Business Strategist (AIB-C01) exam: 340 original scenario questions,

Invisible, key-verifiable watermarks for AI/LLM-generated text — SynthID-Text-style, in Rust + WebAssembly (Node + browser). Live playground

Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, welfare, and tenant screening: 7 open-source audits, measurable

Config-driven, interpretable Bayesian network training for relational tabular data.

Python SDK for LLM guardrails with safety classification, PII detection, prompt injection defense, and grounding checks. Protect AI applicat

AI Firewall & LLM security toolkit - protect your AI applications from prompt injection, jailbreaks, PII leakage, and adversarial attacks

A skills & discipline framework for Microsoft 365 Copilot Cowork — for knowledge workers using AI as a coworker.

Enterprise-ready CI/CD reference for Microsoft Foundry AI agents, with parallel GitHub Actions and Azure DevOps pipelines, evaluation-driven

AI makes users productive — but also cognitively lazy. Lucid detects cognitive dependency in real-time and adapts AI responses to keep users

🥉 3rd Place Hackathon Winner | Solo-built AI platform for detecting, explaining, and mitigating bias in machine learning systems.

Safety benchmark for personal AI agents under realistic prompt injection. 120 test cases across 5 professional domains, 3 injection vectors,

Score any AI for trust — Eval, Monitor, Govern. 10 trust dimensions, one free API key (5 credits / $500).