A Sovereign Agent Governance Protocol for Deep-Water Workflows

Longform article reframing abstention (reject option / selective prediction) as product design, not model weakness. Covers coverage as a KPI, calibration as a prerequisite, threshold selection under review capacity and risk, queue/UX design for human-in-the-loop workflows, and anti-patterns that break safety in production.

💻 Workflow Data For Github Actions & Linux Server Testing of Lockdown Enterprise Content 💻

Chinese template for designing Multica multi-agent + skill workflows around task type, budget, models, and verification gates.

Bilingual Codex skills for requirement discovery, AI workflows, and reusable project-management methods.

💻 Workflow Data For Github Actions & Windows Server Testing of Lockdown Enterprise Content 💻

一个零码 , 低码 , AI的微服务接口编排 & 系统集成的强大编排平台，支持Http , Dubbo , WebService等协议的接口编排，支持通过Groovy , JavaScript , Python , C#等多种脚本语言来增强流程，支持使用MySQL，达梦等多种常见数据源。

Documentation-led human-in-the-loop workflow case study for decision support and Power Platform-style process automation.

A structured LLM persona for college admission workflows, including documentation and system prompt.

A powerful Python + PyQt5 GUI application for visually designing workflows using draggable nodes and connections. Drag-and-drop visual workflow editor with execution and validation. Python desktop app powered by PyQt5.

AI workflow state modelling, guardrails, and human-in-the-loop design patterns for SaaS platforms.

Guided fantasy character builder with rules-aware validation, exports, and optional local AI assist.

Public research artifacts, evaluation frameworks, prototype workflows, and technical documentation for LLM reliability, structured analysis, and applied AI systems.

Clean up messy healthcare datasets with guided profiling, safer normalization, and optional local Ollama planning.

ai-workflows — Multi-step prompt systems for business, research, and creative work

SaaS Automation Tool UX/UI Design

prompt-templates — Reusable templates for writing better prompts and workflows

This project combines automation tools with the natural language understanding power of LLMs to handle restaurant calls and take orders automatically.

Process mapping and analysis using Miro to design an AI-ready customer support framework, identifying automation opportunities and integration points for improved efficiency.

Human–AI Ledger (HAIL): A Structured Workflow for Traceable, Reproducible Human–AI Collaboration. HAIL defines a structured, repeatable workflow for human–AI collaboration. Through standardized checkpoints and a session ledger, it is designed to document ethical, creative, and procedural context across both human and AI contributions.