You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve...
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve...
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve...
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve...
Formal theorem proving with research, testing, and verification phases
Never Use TaskOutput
Router-First Architecture
No Polling for Background Agents
Validation agent that validates plan tech choices against current best practices
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
A complete skill for E2E testing
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
AI-powered web search, research, and reasoning via Perplexity
Agent Orchestration Rules
Environment Triage
Agent Context Isolation
Debug issues by investigating logs, database state, and git history
Create or update continuity ledger for state preservation across clears
Idempotent Redundancy
Deterministic router for math cognitive stack - maps user intent to exact CLI commands