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antigravity-claudekit/skills/ck-orchestration/references/parallel-execution.md
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# Parallel Execution Patterns
Dispatch multiple agents simultaneously for independent tasks. Maximize throughput when tasks don't share file ownership.
## When to Parallelize
### Research Fan-Out (Most Common)
Dispatch multiple `ck-research` agents simultaneously on different topics, then aggregate into `ck-planning`:
```
ck-planning receives task
├──► ck-research: "authentication patterns for FastAPI"
├──► ck-research: "JWT vs session token trade-offs"
└──► ck-research: "OAuth 2.1 PKCE implementation"
│ (all complete)
ck-planning aggregates reports → plan.md
```
**Max parallel research agents:** 35 (respects the 5-query max rule per agent)
### Scout Coverage
Divide a large codebase among multiple `ck-scout` agents by directory:
```
ck-scout agent 1: src/features/, src/components/
ck-scout agent 2: src/api/, src/hooks/
ck-scout agent 3: src/utils/, tests/
│ (all complete, timeout 3 min each)
Aggregate into single scout report
```
### Independent Feature Components
When implementing a feature with truly independent parts:
```
ck-cook agent 1: phase-01-database-schema.md (owns: migrations/)
ck-cook agent 2: phase-02-api-endpoints.md (owns: api/)
ck-cook agent 3: phase-03-ui-components.md (owns: components/)
│ (all complete)
Integration phase (sequential)
```
**Prerequisite:** File ownership must be explicitly divided with zero overlap.
### Cross-Platform Development
```
Developer agent 1: iOS-specific implementation
Developer agent 2: Android-specific implementation
│ (both complete)
Shared interface verification (sequential)
```
## Coordination Rules
### Before Parallel Dispatch
1. **Define file ownership**: Which files does each agent exclusively own?
2. **Identify shared resources**: Are there any files both agents might write?
3. **Plan merge strategy**: How will outputs be combined?
4. **Set timeout expectations**: How long should each agent take?
### During Parallel Execution
- Agents work independently — no inter-agent communication
- Each agent writes to its own report path (different filenames)
- No agent reads files being written by another agent
### After Parallel Completion
- Wait for ALL agents to complete before proceeding
- Read all reports before synthesizing
- Resolve any conflicts manually before the next sequential step
## Parallelization Limits
| Scenario | Max Agents | Reason |
|----------|------------|--------|
| Research | 5 | Token budget per agent |
| Scout | 4 | Codebase coverage vs. overlap |
| Implementation phases | 3 | File conflict risk |
| CI/CD verification | Unlimited | Read-only bash commands |
## Anti-Patterns
- **Shared file writes**: Two agents writing the same file causes corruption — assign exclusive ownership
- **Implicit dependencies**: Agent B needs Agent A's output → must be sequential, not parallel
- **Too many agents**: Each agent consumes context window; over-parallelizing causes resource contention
- **No merge plan**: Spawning parallel agents without knowing how to combine results → wasted work