Use when you have a written implementation plan to execute in a separate session with review checkpoints
Tools
Utility skills for file operations, system tasks, and automation
Work with PDFs - extract text/tables, create, merge/split, fill forms
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before...
Clean up user interviews in Research/User interviews/, add frontmatter tags, standardize structure, and aggregate...
Wolf's governance framework, compliance rules, quality gates, and process standards
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user...
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before...
Async REPL Protocol
Save session state (continue working or exit safely)
Completion Check: Verify Infrastructure Is Wired
Environment Triage
UI/UX visual design, styling, and aesthetic validation
Graceful Degradation with Helpful Messages
Hook Development Rules
Implement technical plans from thoughts/shared/plans with verification
Implement technical plans from thoughts/shared/plans with verification
Index at Creation Time
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
MCP Script Rules
Migration workflow - research → analyze → plan → implement → review
Observe Before Editing
OPC Architecture Understanding