Use — Orquestração de múltiplos subagentes em paralelo para problemas independentes.
Scanned 9/8/2026
Install to Claude Code
npx -y skills add thiagofernandes1987-create/APEX --skill dispatching-parallel-agents --agent claude-codeInstalls into .claude/skills of the current project.
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---
skill_id: engineering_agentops.dispatching-parallel-agents
name: dispatching-parallel-agents
description: "Use — Orquestração de múltiplos subagentes em paralelo para problemas independentes."
Orquestração de múltiplos subagentes em paralelo para problemas independentes.
Cada agente recebe contexto isolado e preciso — sem herdar o histórico da sessão.
Indica quando usar (3+ falhas independentes) e quando não usar (falhas relacionadas,
estado compartilhado).
version: v00.36.0
status: ADOPTED
domain_path: engineering_agentops/dispatching-parallel-agents
source_repo: obra/superpowers
risk: safe
tier: ADAPTED
anchors:
- parallel_agents
- subagents
- dispatch
- concurrency
- orchestration
- independent_tasks
- isolation
- agent_coordination
cross_domain_bridges:
- to: engineering_agentops.subagent-driven-development
strength: 0.92
reason: "subagent-driven-development usa este padrão internamente para tarefas independentes"
- to: engineering_agentops.systematic-debugging
strength: 0.88
reason: "debugging de 3+ falhas independentes é o caso de uso primário de parallel dispatch"
- to: engineering_agentops.requesting-code-review
strength: 0.75
reason: "code review pode ser paralelizado por área de código"
- to: apex_internals.agent_orchestrator
strength: 0.90
reason: "Agent tool do APEX é o mecanismo de execução deste padrão"
input_schema:
- name: independent_problems
type: array
description: "Lista de problemas/tarefas mutuamente independentes"
required: true
- name: agent_context_per_task
type: object
description: "Contexto específico construído para cada agente (não herdar da sessão)"
required: true
- name: constraints
type: string
description: "O que cada agente NÃO deve modificar"
required: false
output_schema:
- name: agent_summaries
type: array
description: "Sumário de cada agente: o que encontrou e o que corrigiu"
- name: integration_conflicts
type: array
description: "Conflitos detectados entre mudanças de agentes diferentes"
- name: integration_status
type: string
description: "CLEAN | CONFLICTS_FOUND | VERIFICATION_NEEDED"
what_if_fails: >
Se agentes modificam os mesmos arquivos: reverter e executar sequencialmente.
Se agente retorna BLOCKED: prover mais contexto e re-despachar com modelo mais capaz.
Se shared state detectado após dispatch: aguardar todos terminarem antes de integrar.
synergy_map:
- type: skill
ref: engineering_agentops.subagent-driven-development
benefit: "usa este padrão como primitivo de execução paralela"
- type: skill
ref: engineering_agentops.systematic-debugging
benefit: "debugging paralelo de falhas independentes — caso de uso primário"
- type: skill
ref: engineering_agentops.requesting-code-review
benefit: "reviews paralelos por área de código"
security:
- risk: "Agentes paralelos editando mesmos arquivos causam conflitos e perda de dados"
mitigation: "Verificar independência de domínio antes do dispatch; never despachar agentes com escopo sobreposto"
- risk: "Agente com contexto incorreto pode fazer mudanças destrutivas"
mitigation: "Construir contexto explicitamente por agente — nunca herdar sessão completa"
executor: LLM_BEHAVIOR
---
# Dispatching Parallel Agents
## Overview
You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.
When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.
**Core principle:** Dispatch one agent per independent problem domain. Let them work concurrently.
## When to Use
```dot
digraph when_to_use {
"Multiple failures?" [shape=diamond];
"Are they independent?" [shape=diamond];
"Single agent investigates all" [shape=box];
"One agent per problem domain" [shape=box];
"Can they work in parallel?" [shape=diamond];
"Sequential agents" [shape=box];
"Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"];
"Are they independent?" -> "Single agent investigates all" [label="no - related"];
"Are they independent?" -> "Can they work in parallel?" [label="yes"];
"Can they work in parallel?" -> "Parallel dispatch" [label="yes"];
"Can they work in parallel?" -> "Sequential agents" [label="no - shared state"];
}
```
**Use when:**
- 3+ test files failing with different root causes
- Multiple subsystems broken independently
- Each problem can be understood without context from others
- No shared state between investigations
**Don't use when:**
- Failures are related (fix one might fix others)
- Need to understand full system state
- Agents would interfere with each other
## The Pattern
### 1. Identify Independent Domains
Group failures by what's broken:
- File A tests: Tool approval flow
- File B tests: Batch completion behavior
- File C tests: Abort functionality
Each domain is independent - fixing tool approval doesn't affect abort tests.
### 2. Create Focused Agent Tasks
Each agent gets:
- **Specific scope:** One test file or subsystem
- **Clear goal:** Make these tests pass
- **Constraints:** Don't change other code
- **Expected output:** Summary of what you found and fixed
### 3. Dispatch in Parallel
```typescript
// In Claude Code / AI environment
Task("Fix agent-tool-abort.test.ts failures")
Task("Fix batch-completion-behavior.test.ts failures")
Task("Fix tool-approval-race-conditions.test.ts failures")
// All three run concurrently
```
### 4. Review and Integrate
When agents return:
- Read each summary
- Verify fixes don't conflict
- Run full test suite
- Integrate all changes
## Agent Prompt Structure
Good agent prompts are:
1. **Focused** - One clear problem domain
2. **Self-contained** - All context needed to understand the problem
3. **Specific about output** - What should the agent return?
```markdown
Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message
2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed
3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies
2. Identify root cause - timing issues or actual bugs?
3. Fix by:
- Replacing arbitrary timeouts with event-based waiting
- Fixing bugs in abort implementation if found
- Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed.
```
## Common Mistakes
**❌ Too broad:** "Fix all the tests" - agent gets lost
**✅ Specific:** "Fix agent-tool-abort.test.ts" - focused scope
**❌ No context:** "Fix the race condition" - agent doesn't know where
**✅ Context:** Paste the error messages and test names
**❌ No constraints:** Agent might refactor everything
**✅ Constraints:** "Do NOT change production code" or "Fix tests only"
**❌ Vague output:** "Fix it" - you don't know what changed
**✅ Specific:** "Return summary of root cause and changes"
## When NOT to Use
**Related failures:** Fixing one might fix others - investigate together first
**Need full context:** Understanding requires seeing entire system
**Exploratory debugging:** You don't know what's broken yet
**Shared state:** Agents would interfere (editing same files, using same resources)
## Real Example from Session
**Scenario:** 6 test failures across 3 files after major refactoring
**Failures:**
- agent-tool-abort.test.ts: 3 failures (timing issues)
- batch-completion-behavior.test.ts: 2 failures (tools not executing)
- tool-approval-race-conditions.test.ts: 1 failure (execution count = 0)
**Decision:** Independent domains - abort logic separate from batch completion separate from race conditions
**Dispatch:**
```
Agent 1 → Fix agent-tool-abort.test.ts
Agent 2 → Fix batch-completion-behavior.test.ts
Agent 3 → Fix tool-approval-race-conditions.test.ts
```
**Results:**
- Agent 1: Replaced timeouts with event-based waiting
- Agent 2: Fixed event structure bug (threadId in wrong place)
- Agent 3: Added wait for async tool execution to complete
**Integration:** All fixes independent, no conflicts, full suite green
**Time saved:** 3 problems solved in parallel vs sequentially
## Key Benefits
1. **Parallelization** - Multiple investigations happen simultaneously
2. **Focus** - Each agent has narrow scope, less context to track
3. **Independence** - Agents don't interfere with each other
4. **Speed** - 3 problems solved in time of 1
## Verification
After agents return:
1. **Review each summary** - Understand what changed
2. **Check for conflicts** - Did agents edit same code?
3. **Run full suite** - Verify all fixes work together
4. **Spot check** - Agents can make systematic errors
## Real-World Impact
From debugging session (2025-10-03):
- 6 failures across 3 files
- 3 agents dispatched in parallel
- All investigations completed concurrently
- All fixes integrated successfully
- Zero conflicts between agent changes
---
## Why This Skill Exists
Use — Orquestração de múltiplos subagentes em paralelo para problemas independentes.
<!-- SR_40: auto-generated from frontmatter `purpose`/`description` (OPP-Phase3). Expand with domain-specific rationale. -->
## What If Fails
Se agentes modificam os mesmos arquivos: reverter e executar sequencialmente.
<!-- SR_40: auto-generated from frontmatter `what_if_fails` (OPP-Phase3). -->
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