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