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wolf-principles

Codify Wolf's 10 core principles for agent design and decision-making.

Updated Aug 23, 2026
Search Tags:#decision making#system design#ai agent#strategy#governance#principles#behavioral guidance
One-click install
npx skills add https://github.com/Nice-Wolf-Studio/wolf-skills-marketplace --skill wolf-principles
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: wolf-principles
Source: https://github.com/Nice-Wolf-Studio/wolf-skills-marketplace/tree/main/wolf-principles
Command: npx skills add https://github.com/Nice-Wolf-Studio/wolf-skills-marketplace --skill wolf-principles

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

AI agents, when operating without clear strategic guidance, can make inconsistent decisions or deviate from organizational values, leading to unpredictable outcomes and rework. This Skill provides a foundational set of 10 core principles to ensure all agent actions are aligned, predictable, and compliant.

Core Features & Use Cases

  • 10 Core Principles: Access Wolf's guiding principles for system design, agent behavior, and decision-making, such as "Artifact-First Development," "Research-Before-Code," and "Self-Improving Systems."
  • Conflict Resolution: Offers a clear, prioritized order for resolving conflicts between competing principles, ensuring consistent decision-making even in complex scenarios.
  • Query & Application Guide: Allows agents to query specific principles by number or topic and provides quick application guidance for various scenarios, from architectural design to daily task execution.
  • Use Case: Before an AI agent makes a critical architectural decision, it can load this Skill to ensure its proposed solution aligns with principles like "Research-Before-Code" and "Evidence-Based Decision Making," preventing costly rework and ensuring strategic alignment.

Quick Start

Use the wolf-principles skill to understand the "Artifact-First Development" principle and its implementation.

Frequently Asked Questions about wolf-principles

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

FAQPage Schema
How do I align AI agent decisions with organizational strategy and principles?▼

Use wolf-principles to codify 10 core decision-making principles for your agents. Load the Skill before architectural decisions to ensure actions align with strategy, preventing inconsistent outcomes and rework across agent design, governance, and operations.

What are the core principles for designing AI agents that follow best practices?▼

Wolf-principles provides 10 core principles including Artifact-First Development, Research-Before-Code, Evidence-Based Decision Making, and Self-Improving Systems. These guide architectural planning, policy enforcement, and conflict resolution to ensure predictable, compliant agent behavior.

How do I resolve conflicts when AI agent design principles compete?▼

Wolf-principles includes a prioritized conflict resolution framework that establishes clear decision order between competing principles. Apply this framework during architectural planning and policy enforcement to maintain consistent decision-making across complex scenarios.

Can I use these principles for both AI agent governance and daily task execution?▼

Yes. Wolf-principles applies across agent lifecycle stages: architectural planning, implementation guidance, conflict resolution, and operations. Query specific principles by topic to get application guidance suited to governance requirements, onboarding, or individual task decisions.

What's the best way to ensure AI agents follow multi-provider resilience and transparent governance?▼

Wolf-principles includes built-in guidance for multi-provider resilience, GitHub-native integration, role isolation, and transparent governance. Load the Skill to map agent requirements to specific principles, ensuring architectural decisions satisfy compliance and operational consistency needs.

Do I need to understand system design before applying these decision-making principles?▼

No. Wolf-principles provides query and application guides for all governance and behavioral scenarios, from architectural design to daily execution. Start with specific principles relevant to your immediate decision friction; the Skill codifies reasoning so agents can apply principles without deep prior knowledge.

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