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a6-plugin-ai-prompt-decorator

Configure the ai-prompt-decorator plugin via a6 CLI to prepend or append LLM messages.

1|2|Updated Mar 6, 2026
Search Tags:#routing#prompting#plugin-configuration#apisix#a6#ai-prompt-decorator
One-click install
npx skills add https://github.com/api7/a6 --skill a6-plugin-ai-prompt-decorator-api7
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: a6-plugin-ai-prompt-decorator
Source: https://github.com/api7/a6/tree/main/skills/a6-plugin-ai-prompt-decorator
Command: npx skills add https://github.com/api7/a6 --skill a6-plugin-ai-prompt-decorator-api7

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables configuring the ai-prompt-decorator plugin via the a6 CLI to automatically prepend and/or append system, user, or assistant messages to LLM requests, ensuring consistent context, safety guidelines, and integration with other AI pipeline plugins.

Core Features & Use Cases

  • Configure prepend and append message blocks for LLM prompts
  • Coordinate with ai-prompt-template and ai-proxy to build robust prompt pipelines
  • Maintain conversation context and safety constraints across routes and config syncs

Quick Start

Create a route with ai-prompt-decorator and ai-proxy, then send a chat request to verify that system messages are prepended and the final prompt is correctly composed.

Frequently Asked Questions about a6-plugin-ai-prompt-decorator

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

FAQPage Schema
How do I prepend system messages to LLM requests in APISIX?▼

You can prepend system messages to LLM requests in APISIX by configuring the ai-prompt-decorator plugin via the a6 CLI to define prepend message blocks for your routes.

What is the a6 CLI used for in AI prompt decoration?▼

The a6 CLI is used to define APISIX routes and configurations, applying the ai-prompt-decorator plugin to automatically prepend and append messages to LLM prompts for consistent context.

How do I configure APISIX routes to append safety guidelines to AI prompts?▼

Configuring APISIX routes to append safety guidelines involves using the a6 CLI to apply the ai-prompt-decorator plugin, defining append message blocks that enforce constraints across LLM requests.

Does the ai-prompt-decorator work with the ai-proxy plugin in APISIX?▼

Yes, the ai-prompt-decorator coordinates with the ai-proxy plugin in APISIX to build robust prompt pipelines, ensuring decorated messages are correctly composed before proxying LLM requests.

Why does APISIX plugin ordering matter for AI prompt decoration?▼

APISIX plugin ordering matters for AI prompt decoration because the a6 CLI ensures operational ordering and safety through clear plugin priorities, validating metadata to prevent pipeline conflicts.

Can I maintain conversation context across APISIX route config syncs?▼

Yes, you can maintain conversation context and safety constraints across routes and config syncs by defining consistent prepend and append message blocks using the ai-prompt-decorator plugin via the a6 CLI.

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