Rules

This document provides guidelines for building, testing, and contributing to the CCCL repository. It is primarily written for agentic AIs, but the information is also useful for CCCL developers.

For your AI agents data to show up in the Sentry [AI Agents Insights](https://sentry.io/orgredirect/organizations/:orgslug/insights/ai/agents/), at least one of the AI spans needs to be created and have well-defined names and data attributes. If the required data (marked with MUST or required) is missing, the data will not show up in the Agents dashbboard.

This guide shows how to take a Python app built with the OpenAI Agents SDK and add the TraceCore evaluation loop without rebuilding the app from scratch.

This guide provides a practical, hands-on introduction to the **Agent Council** and the **`@thinkies` orchestrator**. This system is designed for users who want to leverage the cognitive power of the INDRA ecosystem using natural language, without needing to write or understand the INDRA protocol itself.

Agent development guide providing build commands, code style guidelines, and development workflow instructions for the Terraphim AI project.

Guidelines for AI agents working on the lading codebase. For detailed rationale behind these rules, see the [Architecture Decision Records](docs/adr/README.md).

This guide shows you how to create specialist agents for any domain. No subclassing, no boilerplate — just `Agent(name=..., system_prompt=..., tools=..., tool_map=...)`.

The Brigade core is fully operational. Here's what you need to know:

**Claude Code: Please execute all steps below to set up parallel AI agents for the ZMF Production Dashboard**

All agents MUST emit JSON conforming to this logical schema: "role": "Security | SRE | Platform | FinOps | Compliance | DevOps | Performance | Roadmap", "severity": "high | medium | low", "evidence": ["kb://... or doc://..."],

This `Agents.md` file provides detailed instructions for OpenAI Codex and other AI agents collaborating on this repository. It includes project structure, conventions, testing, and update policies.

Human-facing markdown docs for operation, setup, and subsystem deep dives.

Config is inspired by LazyVim but does NOT use LazyVim directly. **Steps to upgrade:** 1. Clone LazyVim repo (if not already present): gh repo clone LazyVim/LazyVim 2. Check diff between commits to identify changes:

**Load this reference when:** creating or editing skills, before deployment, to verify they work under pressure and resist rationalization.

This file contains build commands, code style guidelines, and development practices for agentic coding agents working in this netlab repository.

A comprehensive guide for AI agents working on the modAI-chat project, providing context and instructions for effective development assistance.

MCG is a Rust Cargo workspace for a browser-based card game. The frontend crate (`frontend`) compiles to WebAssembly with `wasm-pack` and renders using `egui`/`eframe`. The backend crate (`native_mcg`) exposes HTTP, WebSocket, and optional iroh QUIC transports, while the `shared` crate provides protocol and domain types used by both sides. Generated WASM artifacts live under the repository-root `pkg/` directory and are loaded by `index.html`; media assets are served from `media/`.

This document provides guidelines for AI coding agents working in the JSON Visualization codebase. > **💡 For comprehensive documentation**: See [`.agentskills/json-visualization-dev/`](.agentskills/json-visualization-dev/) for structured Agent Skills with detailed architecture, components, and state management references.

AI coding agent instructions for project conventions and guidelines.

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

1. **Identify Task Layer**: Determine if the task is **Infrastructure** (Docker, Bash) or **Application** (React, Next.js). 2. **Load Targeted Context**: Read only the maps and rules relevant to your active layer (see `.agents/rules/how-to-scan-repository.md`).

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