The Five Core Skill Patterns

Interactive Architecture & Lifecycle Simulation (Zero External Dependencies)

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🟢 WORKFLOW (Lifecycle Orchestrator) ⚡ User Request Task Trigger 🔵 INFORMATIONAL SKILL • Architecture Standards • API Contracts & Constraints • Domain Context & Schemas Stage 1: Context & Plan Parse goal & rules 🟡 GENERATOR Produces Artifacts Code, Specs, Configs, Docs 🔘 TOOL WRAPPER Runs Commands / CLI kubectl, git, terraform, APIs 🔴 REVIEWER Validation Gate ❌ Fail & Revise ✅ PASS: Verified Quality 🏁 Goal Achieved State Change Done
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🔍 Pattern Inspector

Workflow
Pattern Name
🟢 Workflow
Primary Function
Orchestrates a repeatable, multi-step sequence of tasks.
Output Type
State Change / Process Completion
Example Implementation
release-hotfix-deploy, cloud-migration-pipeline
Role in Multi-Skill Architecture
Coordinates knowledge loading, generation, command execution, and quality gating.