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AI Agent Security

ai-agent-security

sickn33/agentic-awesome-skills

This skill provides defense-in-depth security controls for AI agents, covering prompt injection detection, input validation, tool abuse prevention, data exfiltration mitigation, and privilege escalation protection. It includes threat modeling with STRIDE, code examples for input sanitization, and guidance for secure agent deployment.

Azure AI Anomaly Detector Java SDK

azure-ai-anomalydetector-java

sickn33/agentic-awesome-skills

Build Java applications with Azure AI Anomaly Detector SDK for univariate and multivariate time-series anomaly detection, streaming detection, change point detection, model training, and batch inference.

Azure AI Text Analytics SDK

azure-ai-textanalytics-py

sickn33/agentic-awesome-skills

Python client library for Azure AI Language service, covering sentiment analysis, named entity recognition, key phrase extraction, language detection, PII redaction, and healthcare NLP. Supports API key or Entra ID auth plus async usage.

Azure AI Text Translation SDK

azure-ai-translation-text-py

sickn33/agentic-awesome-skills

Client library for Azure AI Translator service enabling real-time text translation, transliteration, language detection, dictionary lookup, and sentence boundary detection. Supports multiple languages, custom endpoints, and Azure Entra ID authentication.

Azure AI Vision Java SDK

azure-ai-vision-imageanalysis-java

sickn33/agentic-awesome-skills

Build Java applications for image captioning, OCR text extraction, object detection, tagging, people detection, and smart cropping with the Azure AI Vision Image Analysis SDK.

Azure AI Vision Image Analysis

azure-ai-vision-imageanalysis-py

sickn33/agentic-awesome-skills

Python SDK for Azure AI Vision image analysis, providing captions, tags, object detection, OCR, people detection, and smart cropping for computer vision and image understanding.

Azure Voice Live Realtime SDK

azure-ai-voicelive-py

sickn33/agentic-awesome-skills

Build real-time voice AI applications on Azure with bidirectional WebSocket streaming. Covers authentication, session configuration, base64 PCM16 audio streaming, event handling, voice activity detection, and function calling.

Cascading Failure Detection

cascading-failure-detection

Tencent/AI-Infra-Guard

Detects error propagation and chain failures in agent workflows. Identifies vulnerabilities like single-point breakdowns, unbounded retries, and unsafe data propagation to ensure system stability and safety during multi-step operations.

Computer Vision Expert

computer-vision-expert

sickn33/agentic-awesome-skills

SOTA computer vision expert specializing in YOLO26, SAM 3, vision language models, and real-time spatial analysis. Provides guidance on designing, implementing, and optimizing advanced vision pipelines, including detection, segmentation, visual reasoning, depth estimation, and 3D reconstruction.

AI Text Detection Tool

sickn33/agentic-awesome-skills

This skill estimates the probability that a document's prose was written by AI using linguistic analysis. It identifies specific patterns and phrases indicative of AI generation while abstaining on non-prose content like forms or tables. Suitable for educators, publishers, and HR to triage submissions. It provides confidence scores and reasoning but should not be used as sole proof of misconduct.

Direct Prompt Injection Detection

direct-injection-detection

Tencent/AI-Infra-Guard

This skill involves testing AI agents for direct prompt injection vulnerabilities where user messages attempt to override system instructions. It focuses on role confusion and instruction hijacking without external content, ensuring agents maintain security boundaries against direct manipulation attempts.

Hugging Face Vision Model Trainer

hugging-face-vision-trainer

sickn33/agentic-awesome-skills

Train object detection, image classification, and SAM/SAM2 segmentation models locally or on Hugging Face Jobs with dataset validation and Hub saving.

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