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.

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

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

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 💻

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

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。

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

A manual-first agent harness for leading Codex, Claude Code, and Antigravity with clearer requests, safer execution, visible verification, and operator-focused workflows.

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.

Workflow Disposition Framework (WDF™) for sequencing AI-candidate workflows against enterprise readiness, impact, and consequence.

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

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

This skill helps an agent design, audit, and document workflow logic for agent behavior. It focuses on if/then conditions, multi-step sequences, branching paths, fallback behavior, validation gates, and error handling.

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.

Open prompt systems, reusable AI workflows, and Claude-optimized prompt operations by Amarya Vibes.

Structured AIGC workflow notes for prompts, nodes, QA, and reusable output.

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