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.
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
一套面向企业内部办公场景的 OA 管理系统静态前端原型，包含工作台、审批中心、流程表单、组织权限、消息公告、文件中心、日程考勤、系统监控等模块，并为后续 PHP + MySQL 动态化开发预留结构。
Public research artifacts, evaluation frameworks, prototype workflows, and technical documentation for LLM reliability, structured analysis, and applied AI systems.
Guided fantasy character builder with rules-aware validation, exports, and optional local AI assist.
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.
SaaS Automation Tool UX/UI Design
prompt-templates — Reusable templates for writing better prompts and workflows
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