Parallel Hints

GPTClaudeDeepSeek··▲ 882 copies·updated 2026-07-14

parallel-hints.prompt

# Parallel Execution Patterns

Guidance for maximizing agent concurrency in multi-step workflows.

## Research Foundation

**REF-001**: Bandara et al. (2024) BP-9 - KISS principle with composable agents

**REF-002**: Roig (2025) - Distributing load prevents Archetype 4 (Fragile Execution Under Load)

## Core Principle

> **Think parallel first.** Before executing any multi-step workflow, identify which subtasks can run concurrently.

## Parallel Execution Rules

### Rule 1: Single Message, Multiple Tasks

Launch independent agents in ONE message with multiple Task calls.

**CORRECT**:

when to use it

Community prompt sourced from the open-source GitHub repo jmagly/aiwg (MIT). A "Parallel Hints" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.