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Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Research-to-implement pipeline chaining 5 MCP tools with graceful degradation

Spawn Agentica multi-agent patterns

Goal-based workflow orchestration - routes tasks to specialist agents based on user goals

Show full session token usage, costs, TLDR savings, and hook activity

Creates Skills for Claude. Use when users request creating/updating skills, need skill structure guidance, or mention extending Claude's capabilities through custom skills.

Comprehensive testing workflow - unit tests ∥ integration tests → E2E tests

Use RepoPrompt CLI for token-efficient codebase exploration

Generate custom skill/command from template

[Skill] Perform thorough code reviews focusing on unused code, duplications, coding patterns, bugs, and optimizations. Use when user wants code reviewed or audited. Read-only - outputs findings...

Generate comprehensive PR descriptions following repository templates

Migration workflow - research → analyze → plan → implement → review

Document codebase as-is with thoughts directory for historical context

Parallel Agent Orchestration

QLTY During Development

Agent Context Isolation

Explicit Identity Across Boundaries

Store a learning, pattern, or decision in the memory system for future recall

Hook Development Rules