sign

Add categorized patterns or rules to an AI agent's knowledge base.

38|5|Updated Dec 10, 2025

Search Tags:#frontend #backend #coding style #ai #patterns #agentic #rules

Ready to run

npx skills add https://github.com/allierays/agentic-loop --skill sign

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: sign
Source: https://github.com/allierays/agentic-loop/tree/main/.claude/skills/sign
Command: npx skills add https://github.com/allierays/agentic-loop --skill sign

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill allows you to teach Ralph, the AI agent, new patterns or rules to follow, ensuring consistency and improving its performance on future tasks.

Core Features & Use Cases

Pattern Learning: Define specific coding styles, best practices, or constraints for Ralph to adhere to.
Categorization: Assign patterns to relevant categories like 'frontend', 'backend', 'testing', or 'general' for better organization.
Use Case: If Ralph repeatedly makes the same mistake, like forgetting to add specific test IDs, you can create a sign to remind it to "Always add data-testid for Playwright tests" in the 'frontend' category.

Quick Start

Add a new sign to teach Ralph to always use select_related for foreign keys in the backend.

Frequently Asked Questions about sign

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I teach an AI agent to follow specific coding patterns and best practices?▼

You can enforce coding patterns by adding learned rules to an AI agent's knowledge base. This allows you to define specific best practices or constraints, ensuring the agent applies them consistently across future coding tasks.

Can I organize AI coding rules into frontend, backend, and testing categories?▼

Yes, you can organize AI coding rules into frontend, backend, testing, or general categories. This categorization guides the AI agent's behavior by grouping domain-specific patterns, such as reminding it to add data-testid for Playwright tests in the frontend category.

How do I stop an AI agent from repeatedly making the same coding mistakes?▼

To stop repeated AI coding mistakes, you add a specific rule to the agent's knowledge base. By defining a pattern or constraint it must follow, the AI agent remembers this instruction and applies it correctly during future tasks.

Does adding new rules to an AI agent require a command-line interface?▼

Yes, adding and viewing signs requires a command-line interface. You use command-line commands to input new patterns or rules into the AI agent's knowledge base so it can consistently apply them across future tasks.

What are the limitations of using signs to enforce coding styles on an AI agent?▼

The limitations of using signs to enforce coding styles include relying on a command-line interface for adding and viewing rules. The system only supports categorization into frontend, backend, testing, or general domains to guide AI behavior.