AI Engineering

Agent Relay coordinates multiple Codex agents through shared messaging, handoffs, and status tracking. Use it when workers need peer-to-peer updates, ACK/BLOCKED/DONE signals, or a shared workspace.

Agent Relay coordinates registered agents in real time using channels, DMs, threads, reactions, inbox checks, and worker spawn or release. Use it when your session is already in a Relay workspace and needs to communicate or coordinate with peers.

Choosing Swarm Patterns helps you pick the right Agent Relay orchestration pattern for coordinating multiple AI agents. It covers the core and specialized swarm patterns, with decision guidance and YAML or fluent builder examples.

Choosing Swarm Patterns helps you pick the right Agent Relay orchestration pattern for coordinating multiple AI agents. Use it to choose and configure YAML or builder-based workflows for fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade, dag, debate, and hierarchical patterns.

Creating Agent Skills explains the SKILL.md format for portable agent capabilities across Codex CLI, GitHub Copilot, and Amp. Use it when authoring skills with the required frontmatter, directory structure, and validation rules.

Creating Claude Agents helps you build or improve Claude Code agents with the right file structure, frontmatter, persona, tools, model selection, and schema validation. Use it when creating agents or fixing agent format issues.

Creating Claude Hooks explains how to build Claude Code hooks with the right executable format, event handling, JSON I/O, exit codes, and package structure. Use it when creating, troubleshooting, or publishing a hook package.

Creating Claude Rules helps you create and fix .claude/rules/ files with the correct paths frontmatter, quoted glob patterns, and Claude-specific formatting. Use it when migrating Cursor rules or organizing project-scoped instructions.

Creating Skills helps you write new Claude Code skills or improve existing ones with clear structure, discoverability, and examples. Use it when a technique needs to be reusable, scannable, and easy for Claude to find and apply.

GitHub OAuth Nango Integration implements separate Nango connections for GitHub login and GitHub App repo access. Use it when linking user identity to installations, handling webhooks, and syncing repository data.

PRPM JSON Best Practices explains how to structure prpm.json manifests for publishing packages, including required fields, tags, multi-package repos, collections, and activation settings. Use it when creating or maintaining PRPM package metadata.

Relay 80-100 Workflow defines agent-relay patterns that validate features end to end before merging. It uses repair-before-failure gates, test-fix-rerun loops, and sequential Claude-then-Codex review passes to ensure green acceptance.