The open source agentic content system to make your contents alive. Self-hosted on any platform. ◑
螺旋抗熵系统
螺旋抗熵理论
An open-source AI reasoning framework that uses dialectics, semantic graphs, and polarity management to drive LLMs toward objective synthesis and advanced human-AI collaborative decision-making.
Tune ECU maps with AI-powered A2L, HEX, and OLS support for WinOLS-style workflows
Agent-first collaboration substrate for controlled decision systems, with investment as the current proving ground. / 面向 Agent-first 协作的可治理决策底座，投资是当前最完整的验证场。
Adversarial job-pursuit operator that decides Apply / Apply with Caution / Do Not Apply from a JD and resume.
AI-driven coupon strategy decision system — from blanket subsidy bombing to ROI-accountable strategies
AI-powered diet planning system with pantry, budget, and health-based optimization
Crypto signal engine: multi-chain ingestion → sqlite → LLM judge → paper trades. 30-day pre-registered evaluation running.
The project involves practical activities in the field of Decision Systems Engineering, focusing on Data Mining, Machine Learning, and Deep Learning techniques.
Still Mind is an explainable, rule-based mental health triage and resource allocation system that prioritizes students for counseling using structured clinical assessments and intelligent decision logic under real-world constraints.
Evidence-grounded AI decision system (Python · FastAPI · Claude) that ranks outreach targets, cites its evidence, and refuses to recommend when support is too thin. Tiered cost-aware model routing, an offline eval harness + CI gate, prompt-injection defense, and per-run cost observability. Dockerized, deployed on AWS ECS/Fargate.
钓鱼佬永不空军28-species freshwater fishing AI — six-ministry decision system, terrain & weather analysis.
Hybrid planning agent for decision-making under partial observability (PG-WMA)
AI-driven recruiting decision system for scoring, ranking, and routing candidates through interview, hold, and rejection workflows
Churn prediction system with a full SQL + Power BI analytics layer. Predicts who leaves, finds where revenue is bleeding, and ranks which customers to contact first. Built with Python, PostgreSQL, Power BI, and Streamlit.
Claude personalization course system for non-technical power users.
AI-powered election decision system with real-time data pipelines, geolocation integration, and fault-tolerant backend architecture.
Sistema de riego inteligente desarrollado en Python mediante lógica difusa para automatizar decisiones según variables ambientales.
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