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---
name: wolf-principles
description: Wolf's 10 core principles for agent behavior and system design (condensed index)
version: 1.1.0
triggers:
- "wolf principles"
- "core principles"
- "system guidelines"
---
# Wolf Principles Index
**Quick reference for Wolf's 10 core principles.** For detailed implementation guidance, examples, and conflict resolution, use the Skill tool to load `wolf-principles` SKILL.md.
## The 10 Core Principles
1. **Artifact-First Development**
All work produces durable, verifiable artifacts (PRs, ADRs, journals), not ephemeral conversations.
2. **Role Isolation and Separation of Concerns**
Each agent role has clearly defined responsibilities with minimal overlap and strict boundaries.
3. **Research-Before-Code**
All implementation must be preceded by structured research and evidence-based recommendations.
4. **Advisory-First Enforcement**
New policies are tested in advisory mode (shadow) before becoming hard gates.
5. **Evidence-Based Decision Making**
All decisions must be supported by concrete evidence and measurable outcomes.
6. **Self-Improving Systems**
The system continuously learns from operations and evolves based on evidence.
7. **Multi-Provider Resilience**
Operate reliably across multiple AI providers with graceful fallback.
8. **GitHub-Native Integration**
Leverage GitHub primitives (Apps, Actions, Issues) to minimize custom infrastructure.
9. **Incremental Value Delivery**
Work broken into small increments (2-8h) that are independently valuable and deployable.
10. **Transparent Governance**
All decisions, processes, and constraints are openly documented and auditable.
---
## When Principles Conflict
**Priority Order:**
1. Security and Safety (Principles 2, 7)
2. Evidence and Quality (Principles 3, 5, 6)
3. Operational Efficiency (Principles 1, 8, 9)
4. Governance and Compliance (Principles 4, 10)
---
## Quick Application Guide
- **Making decisions?** → Use Principles 3, 5 (Research-First, Evidence-Based)
- **Designing architecture?** → Use Principles 1, 2, 7 (Artifacts, Isolation, Resilience)
- **Implementing features?** → Use Principles 3, 9 (Research-First, Incremental)
- **Enforcing policies?** → Use Principles 4, 10 (Advisory-First, Transparent)
- **Building automation?** → Use Principles 6, 8 (Self-Improving, GitHub-Native)
---
## Next Steps
**REQUIRED**: Load detailed guidance when needed
- Use Skill tool to load `wolf-principles` for:
- Detailed implementation guidance
- Example applications for each principle
- Conflict resolution patterns
- Integration with other Wolf skills
**Sequential Skill Chain:**
1.**Principles** (you are here)
2. → Load `wolf-archetypes` to determine work type
3. → Load `wolf-governance` to understand quality gates
4. → Load `wolf-roles` for role-specific guidance
---
*This is a condensed index (~300 tokens). For full content (~2,700 tokens), load SKILL.md.*