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openai-patterns

Research-backed patterns from OpenAI's Agents SDK, Deep Research, and autonomous agent frameworks.

  • Skills
  • AI research
  • 6

What it does and how to use it

A skill that teaches Claude Code to do ai research tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/openai-patterns && curl -fsSL https://doutorai.pt/data/lib/skills__openai-patterns.md -o .claude/skills/openai-patterns/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# OpenAI Agent Patterns Reference

Research-backed patterns from OpenAI's Agents SDK, Deep Research, and autonomous agent frameworks.

---

## Overview

OpenAI's agent ecosystem provides four key architectural innovations for Loki Mode:

1. **Tracing Spans** - Hierarchical event tracking with span types
2. **Guardrails & Tripwires** - Input/output validation with early termination
3. **Handoff Callbacks** - Data preparation during agent transfers
4. **Multi-Tiered Fallbacks** - Model and workflow-level failure recovery

---

## Tracing Spans Architecture

### Span Types (Agents SDK Pattern)

E

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