synapse

Inject domain rules into prompts via an 8-layer processing pipeline.

Updated Aug 27, 2026

Search Tags:#rules #layers #brackets #domains #prompt-injection #synapse #context-engine

Ready to run

npx skills add https://github.com/fabioaap/Prototipacao-Adsmagic --skill synapse-fabioaap

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: synapse
Source: https://github.com/fabioaap/Prototipacao-Adsmagic/tree/main/.claude/skills/synapse
Command: npx skills add https://github.com/fabioaap/Prototipacao-Adsmagic --skill synapse-fabioaap

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

SYNAPSE context engine injects contextual rules into prompts to enforce domain policies, guide agent behavior, and ensure consistent responses across diverse tasks.

Core Features & Use Cases

8-layer processing pipeline (L0–L7) that injects domain rules per prompt
Bracket-aware token budgeting and layer activation to optimize context usage
YAML-frontmatter-driven domain management and manifest integration for per-prompt rule loading
CRUD-style workflow support to create, modify, and manage domains and rules

Quick Start

Activate SYNAPSE in your current prompt to enable per-prompt rule injection and begin processing through the 8 layers.

Frequently Asked Questions about synapse

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

FAQPage Schema

How do I inject contextual rules into prompts to enforce domain policies?▼

Contextual rule injection enforces domain policies by loading manifest-driven YAML frontmatter and applying bracket rules to generate per-prompt XML outputs. This mechanism guides agent behavior and ensures consistent responses across diverse tasks.

What is an 8-layer processing pipeline for prompt context management?▼

An 8-layer processing pipeline (L0–L7) manages prompt context by injecting domain rules per prompt. It uses bracket-aware token budgeting and layer activation to optimize context usage and ensure consistent agent behavior.

How do I manage domain configurations and bracket rules for agent workflows?▼

Domain configurations and bracket rules are managed through YAML-frontmatter-driven domain management and manifest integration. This supports CRUD-style workflows to create, modify, and manage domains and rules for per-prompt loading.

Can I use YAML frontmatter to activate context engines for specific agent tasks?▼

YAML frontmatter activates context engines for specific agent tasks by requiring a name and description for manifest-driven activation. This model integrates with domain files and bracket rules to generate targeted per-prompt XML outputs.

What are the limitations of bracket-aware token budgeting in context pipelines?▼

Bracket-aware token budgeting limitations involve optimizing context usage across an 8-layer pipeline. Token constraints dictate layer activation, meaning excessive domain rules or overly complex bracket configurations may restrict available context for the actual prompt.

How does the SYNAPSE context engine handle prompt injection and domain policy enforcement?▼

The SYNAPSE context engine handles prompt injection by applying an 8-layer pipeline to enforce domain policies. It integrates domain files and bracket rules via manifest-driven activation, generating per-prompt XML outputs to guide agent behavior.