Rules

ArchDesigner employs a sophisticated multi-agent AI system built on advanced Chain-of-Thought (CoT) reasoning patterns. Each agent is a specialized serverless function that performs specific tasks with high accuracy, transparency, and security.

**🤖 This guide helps LLM agents add features to Cumulo applications based on [calcium-workflow](https://github.com/Cumulo/calcium-workflow) template.** 📚 **Related**: [Respo UI](./llms/Respo.md) cr libs readme respo.calcit -f docs/Respo-Agent.md

Lightweight spec methodology for AI-powered development.

AI coding agent instructions for project conventions and guidelines.

Skill Master uses the **Claude Agent SDK** to orchestrate an agentic pipeline that generates Claude Agent Skills from unstructured inputs. This document explains the agent architecture, skill generation flow, and how to work with the skills in this project.

**Keep It Simple, Stupid.**

Deep technical reference for contributors and AI agents. For coding conventions, standards, and project overview, see [`.github/copilot-instructions.md`](.github/copilot-instructions.md). For user-facing documentation, see [README.md](README.md).

Use `agent-browser` for web automation. Run `agent-browser --help` for all commands. 1. `agent-browser open <url>` - Navigate to page 2. `agent-browser snapshot -i` - Get interactive elements with refs (@e1, @e2)

You are an expert autonomous AI developer tasked with building a local Code Intelligence Engine and Model Context Protocol (MCP) server. Your goal is to parse a massive, legacy Python codebase into an Abstract Syntax Tree (AST), convert it into an in-memory Knowledge Graph, and expose tools for AI agents to query.

This is a ClojureScript (re-frame) music editor for Indian classical music bandishes. Frontend: ClojureScript + Re-frame + Re-com, Build: shadow-cljs, Tests: cljs-test + Karma

**IMPORTANT**: This project uses **trx** for ALL issue tracking. Do NOT use markdown TODOs, task lists, or other tracking methods.

Look through the /docs folder to learn details about:

AI coding agent instructions for project conventions and guidelines.

This file provides guidance to AI coding agents when working with code in this repository.

Kirby MCP is a CLI-first MCP server for Kirby CMS (composer-based Kirby projects). This repo contains the PHP library, the `kirby-mcp` executable, and a bundled Markdown knowledge base.

Our development is guided by a few key principles. Always consider these when making design decisions.

Project-specific guidance for AI agents working in this repository.

This is a proof of principle package for LLM's that can code up particle physics plots and other tasks.

This file provides guidance when working with code in this repository.

Always work on tasks longer than you think are needed to accomodate edge case scenarios, testing, ensuring it works, implementing connecting logic and ensuring high quality of standards. NEVER START A PLAN AND THEN ASK FOR USER INPUT, OR ASK FOR USER INPUT DURING A COMPLETION OF A TASK - ONCE YOU ARE ASSIGNED A PROPER TASK - YOU MUST COMPLETE IT END TO END. IF YOU ARE ASSIGNED A TASK OF AN ALREADY COMPLETED TASK THAT YOU ARE ANALYZING TO ENSURE COMPLETENESS, IF YOU DO FIND GAPS DON'T ASK FOR CON

**Role:** specialized_form_handler **Description:** An agent dedicated to handling internal requests by collecting user data and pre-filling specific Zoho Forms for MindYou MHS.

This document provides instructions for AI agents working on this codebase.