risk-detection 开源项目推荐（61 个）

evolsb /claude-legal-skill

AI驱动的合同审查技能，具备CUAD风险检测、市场基准和律师准备的红线。可使用 Claude Code、Codex、光标和 26+ 工具。

AmirhosseinHonardoust /The-Illusion-of-Sudden-Failure

A systems-thinking essay that explains why failure rarely happens suddenly. It shows how slow drift, accumulating pressure, and weakening buffers push systems toward collapse long before outcomes change, and why prediction-focused analytics miss the most important phase of failure.

xiaohanzhang2005 /Minor-Detection

Self-evolving minor-user identification agent for anthropomorphic AI interaction, with trigger evaluation, evidence chains, and deployable protection workflows.

AmirhosseinHonardoust /Failure-is-a-Transition

A systems-thinking essay that reframes failure as a gradual transition rather than a discrete outcome. It explains how pressure accumulation, weakening buffers, and hidden instability precede visible collapse, and why prediction-based models arrive too late to prevent failure in human-centered systems.

AmirhosseinHonardoust /Irreversible-Degradation-Threshold-Detector

An interpretable battery health engine that detects hidden points of no return instead of just predicting health %. It models stress, buffer, and degradation intensity, discovers Stable/Drifting/Irreversible regimes via GMM, and learns simple Decision Tree thresholds, with a Streamlit app for diagnostics and what-if scenarios.

w5h10 /wallet-highlighter-site

该项目在 GitHub 上没有填写描述

slowmist /crypto-aml-vendor-evaluation

Crypto AML Vendor Evaluation Checklist & Implementation Guide（Crypto AML 供应商评估 Checklist 与执行指南）

swaylq /account-risk-skill

反封号.skill — Claude Code / Anthropic / OpenAI account suspension risk detection, IP cleanliness scoring, compliance preflight, and appeal-packet skill. Compliance-only; no ban evasion.

TianJinWeiBoss520 /social-risk-qwen-jev

Chinese multimodal moderation: Qwen3-VL LoRA, TypeSafe Jev decisions, reproducible baselines and privacy-aware evaluation.

JaweriaAsif745 /LawMate

AI-powered contract analysis tool that extracts clauses, highlights risky terms, summarizes documents, and answers questions using NLP. Built with Streamlit + Python.

Tamplier /llm_safety_guardian

该项目在 GitHub 上没有填写描述

ardhigagan /LegalLens_v2.0

AI-powered legal contract analysis — risk detection, executive summaries, and RAG-powered chat using fine-tuned Legal-BERT + LoRA

eth-ensight /ensight-backend

Real-time intent decoding and risk engine for Ethereum wallet interactions powering ENSight’s safety layer.

devwithmohit /Real-Time-Document-Intelligence-Compliance-Engine

Enterprise-grade AI-powered document processing and compliance monitoring system with real-time risk detection, knowledge graph analytics, and intelligent alerting for legal, financial, and regulatory document analysis.

JeromeWang6066 /syllabus-reader-skill

Parse university course syllabi and extract structured info with proactive risk flagging — hidden pitfalls, grade traps, workload collisions, and attendance fail triggers that students easily overlook. Paste into any AI tool (Claude Code, Codex, Cursor, ChatGPT) and get a comprehensive breakdown. Works with syllabi worldwide across all systems.

Hassan0397 /Financial-Risk-Fraud-Detection-Dashboard-Power-BI-

An interactive Financial Risk & Fraud Detection Dashboard built in Microsoft Power BI to analyze financial transactions, detect suspicious patterns, and provide executives with a real-time overview of fraud risk.

api-evangelist /buildots

Buildots — independent third-party profile of a public API surface, by API Evangelist. Buildots is an AI-powered construction intelligence platform headquartered in Tel Aviv, Israel, with offices in London and the United States. The company combines 360-degree hardhat-mounted cameras with computer vision and machine learning models that automatical

LordSpudnik /MindfulMe

MindfulMe is a privacy-preserving mental health assessment system that performs sentiment analysis, suicide risk detection, and PHQ-9/GAD-7 scoring entirely on the user’s machine. It uses a hybrid pipeline with Hugging Face transformers + TF-IDF Logistic Regression for risk detection.

x-Anuhas /secure-online-banking

Secure online banking application featuring machine learning-based risk detection and fraud analysis.

omsinghamity75 /AI-Contract-Risk-Analyzer

AI-powered legal contract analyzer using NLP to detect risky clauses, score risk levels, and extract named entities — built with spaCy, OpenAI, and Streamlit.