production-patterns
Practitioner-tested patterns from Hacker News discussions and real-world deployments. These patterns represent what actually works in production, not theoretical frameworks.
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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.
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Install (Claude Code)
mkdir -p .claude/skills/production-patterns && curl -fsSL https://doutorai.pt/data/lib/skills__production-patterns.md -o .claude/skills/production-patterns/SKILL.mdPaste this command into the terminal, in your project folder, and the component installs automatically.
Content
# Production Patterns Reference
Practitioner-tested patterns from Hacker News discussions and real-world deployments. These patterns represent what actually works in production, not theoretical frameworks.
---
## Overview
This reference consolidates battle-tested insights from:
- HN discussions on autonomous agents in production (2025)
- Coding with LLMs practitioner experiences
- Simon Willison's Superpowers coding agent patterns
- Multi-agent orchestration real-world deployments
---
## What Actually Works in Production
### Human-in-the-Loop (HITL) is Non-Negotiable
**Key Insight:** "
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