Laminar - open-source all-in-one platform for engineering AI products. Create data flywheel for your AI app. Traces, Evals, Datasets, Labels. YC S24.

ISON (Interchange Simple Object Notation) is a text format that is completely language independent but represents data in a way that maximizes token efficiency and minimizes cognitive load for AI systems. These properties make ISON an ideal data interchange format for Agentic AI and LLM workflows.

FlowLLM: Simplifying LLM-based HTTP/MCP Service Development

Supercharge qwen-code with hybrid prompt-chaining, powered by gemini-cli integration. Performance improvements include 72% faster execution, 36-83% token efficiency gains, and 91.7% success rate verified across 5 repository benchmarks.

Document-first CLI for building agent workflows in Markdown and JSON.

LLM Framework for LLMs

Prompt-based E2E workflow system for Claude Code

Force any OpenAI-compatible tool (Aider, Fabric, Interpreter) to use Gemini, Groq, Cerebras, or Ollama. Pure Bash. Zero dependencies.

CLI tool for LLM prompt pipelines. Reusable. Shareable. Scriptable.

使用 GPT 建立自訂角色、分工生成與合成審稿流程的範例。Example of GPT-driven role-based prompt orchestration and synthesis workflow.

Calibrate LLM responses for high-agency power users, prioritizing rigorous analysis and executive control. Overrides the default, RLHF-driven tendency toward immediate, ungrounded solutions that serve lower-agency 'LLM as magic tool' workflows.

An open-source Node.js RESTful backend API server designed to manage and execute complex workflows with AI and human-in-the-loop capabilities.

LLM Based Workflow Manager

Sovereign Context Protocol - A human-first workflow for managing LLM memory. Not an MCP server.

Project structure and workflow for AI-assisted software development.