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Manage and troubleshoot SYNAPSE context engine domains and rule injection.

Updated Aug 27, 2026
Search Tags:#debugging#prompt injection#domain management#context engine#star-commands#rule pipeline
One-click install
npx skills add https://github.com/freitassph/aiox-core --skill synapse-freitassph
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: synapse
Source: https://github.com/freitassph/aiox-core/tree/main/.claude/skills/synapse
Command: npx skills add https://github.com/freitassph/aiox-core --skill synapse-freitassph

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

SYNAPSE helps you understand, manage, and troubleshoot how AIOX injects context rules into each prompt, including domain activation, star-command behavior, and the bracket-based 8-layer pipeline.

Core Features & Use Cases

  • Explain SYNAPSE architecture: Clarifies the 8-layer processing pipeline (L0 Constitution through L7 Star-Commands) and how the <synapse-rules> XML is produced.
  • Manage domains and context rules: Supports listing domains, creating custom domains, and managing rule injection logic so prompts stay consistent with your workflow.
  • Troubleshoot rule injection: Provides status and debug-oriented guidance for diagnosing why certain domains or layers are (or aren’t) being applied based on context brackets.
  • Use cases: Domain design for agent/workflow behavior, validating star-commands like *brief/*dev, and resolving issues where expected rules do not appear in generated prompts.

Quick Start

Ask your AI to walk you through creating and verifying a new SYNAPSE domain by describing when you want it to activate and which rules you want injected.

Frequently Asked Questions about synapse

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

FAQPage Schema
How does context rule injection work in the SYNAPSE context engine?▼

Context rule injection in SYNAPSE processes prompts through an 8-layer pipeline, spanning from L0 Constitution to L7 Star-Commands, to generate a <synapse-rules> XML block for each user prompt.

How do I create and manage custom domains for prompt-time context injection?▼

To manage context injection domains, describe your desired activation conditions and rules to your AI, which will help you create, list, and configure custom domains within the SYNAPSE context engine.

Why are my expected context rules not appearing in generated prompts?▼

Missing context rules in generated prompts often stem from incorrect bracket-aware layer activation or domain parsing, which you can diagnose using SYNAPSE debug-oriented status guidance.

What are star-commands and how do they affect context rule behavior?▼

Star-commands, such as *brief and *dev, are processed in the L7 layer of the SYNAPSE pipeline to dynamically alter workflow behavior and rule injection logic at prompt time.

Can I troubleshoot specific layers in the 8-layer processing pipeline when rule injection fails?▼

Yes, you can troubleshoot specific pipeline layers by validating bracket-aware layer activation and domain manifest parsing to resolve why certain context rules are or are not being applied.

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