Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Choose the right search tool for each query type
Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)
QLTY During Development
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Never Use TaskOutput
Completion Check: Verify Infrastructure Is Wired
Observe Before Editing
Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API. Use for code review, architecture...
Search Tool Hierarchy
AI-powered web search, research, and reasoning via Perplexity
Implement technical plans from thoughts/shared/plans with verification
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Review code for quality, maintainability, and correctness. Use when reviewing pull requests, evaluating code changes, or providing feedback on implementations. Focuses on API design, patterns, and...
Fast codebase search via WarpGrep (20x faster than grep)
Use RepoPrompt CLI for token-efficient codebase exploration