OPC Architecture Understanding
Tools
Utility skills for file operations, system tasks, and automation
Observe Before Editing
Migration workflow - research → analyze → plan → implement → review
MCP Script Rules
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Index at Creation Time
Implement technical plans from thoughts/shared/plans with verification
Implement technical plans from thoughts/shared/plans with verification
Hook Development Rules
Graceful Degradation with Helpful Messages
UI/UX visual design, styling, and aesthetic validation
Environment Triage
Completion Check: Verify Infrastructure Is Wired
Save session state (continue working or exit safely)
Async REPL Protocol
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before...
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user...
Use when you have a written implementation plan to execute in a separate session with review checkpoints
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Draft a conventional commit message when the user asks for help writing a commit message.
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