Parallel Agent Type Contracts
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
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Parallel Agent Orchestration
AI-powered web search, research, and reasoning via Perplexity
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Planning agent that creates implementation plans and handoffs from conversation context
Identify failure modes before they occur using structured risk analysis
Formal theorem proving with research, testing, and verification phases
Code quality checks, formatting, and metrics via qlty CLI
QLTY During Development
Search past reasoning for relevant decisions and approaches
Query the memory system for relevant learnings from past sessions
Code refactoring workflow - analyze → plan → implement → review → validate
Check reference SDK implementations using btca ask
Release preparation workflow - security audit → E2E tests → review → changelog → docs
Store a learning, pattern, or decision in the memory system for future recall
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Use RepoPrompt CLI for token-efficient codebase exploration
Research agent for external documentation, best practices, and library APIs via MCP tools
External research workflow for docs, web, APIs - NOT codebase exploration
Document codebase as-is with thoughts directory for historical context
Resume work from handoff document with context analysis and validation
Comprehensive code review workflow - parallel specialized reviews → synthesis
Router-First Architecture
Search Tool Hierarchy