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hitoshiseki
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synapse

Configure and maintain SYNAPSE 8-layer rule injection pipelines across domain files and manifests.

Updated May 4, 2026
Search Tags:#ai workflow#domain management#synapse#context engine#rule injection#context brackets
One-click install
npx skills add https://github.com/hitoshiseki/jutsu-simulator --skill synapse-hitoshiseki
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: synapse
Source: https://github.com/hitoshiseki/jutsu-simulator/tree/main/.claude/skills/synapse
Command: npx skills add https://github.com/hitoshiseki/jutsu-simulator --skill synapse-hitoshiseki

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill eliminates the complexity of manually configuring and troubleshooting the SYNAPSE context engine, which requires coordinating 8 processing layers, domain-specific rules, context bracket logic, and manifest entries across multiple system files to avoid broken rule injection and context window overruns.

Core Features & Use Cases

  • Domain & Rule Management: Create, edit, toggle, and organize context rules across all 8 SYNAPSE layers (L0 Constitution through L7 Star-Commands) for agent-scoped, workflow, and keyword-triggered use cases.
  • Pipeline Troubleshooting: Debug 8-layer processing issues, context bracket miscalculations, rule injection failures, and manifest parsing errors.
  • Use Case: For example, if you need to add custom testing standards for a new QA agent, use this Skill to create the L2 agent domain, register it in the manifest, and verify it activates correctly when the QA agent is active.

Quick Start

Use the synapse skill to create a new agent-scoped domain for the QA agent with custom testing rules and register it in the SYNAPSE manifest.

Frequently Asked Questions about synapse

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

FAQPage Schema
How do I configure agent-scoped context rules in an AI workflow?▼

You can configure agent-scoped context rules by creating an L2 domain file, defining the custom rules, and registering the domain in the central manifest to ensure correct context injection when the agent is active.

What is the SYNAPSE adaptive context engine's 8-layer rule injection pipeline?▼

The 8-layer rule injection pipeline is a context processing architecture spanning L0 Constitution through L7 Star-Commands, designed to manage distributed domain files and optimize the AI context window.

Can I manage keyword-triggered context injection for specific AI workflows?▼

Yes, you can manage keyword-triggered context injection by defining workflow-specific rules within the distributed domain files and validating the manifest format to ensure proper activation.

Why does context bracket miscalculation cause context window overruns?▼

Context bracket miscalculations occur when the 8-layer processing pipeline fails to size rules correctly, leading to context window overruns that require pipeline debugging and bracket tuning to resolve.

Do I need to manually update the manifest when toggling domain rules?▼

No, you can use CRUD operations on SYNAPSE domains to toggle rules across the 8 layers, and the system handles manifest format validation and central manifest entries automatically.

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