adaptationio/parallel-agent-spawner
.claude/skills/parallel-agent-spawner/SKILL.md
Spawn and coordinate parallel agents for faster completion. Use when running parallel tasks, spawning subagents, coordinating concurrent work, or optimizing throughput.
$ install --global
skillsauthnpx skillsauth add adaptationio/skrillz parallel-agent-spawnerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Mar 31, 2026, 1:05 AM57.6s4 files scanned
SKILL.md
- name:
- parallel-agent-spawner
- description:
- Spawn and coordinate parallel agents for faster completion. Use when running parallel tasks, spawning subagents, coordinating concurrent work, or optimizing throughput.
- version:
- 1.0.0
- category:
- autonomous-coding
- layer:
- orchestration
Parallel Agent Spawner
Spawns and coordinates parallel agents for faster feature completion.
Quick Start
Spawn Parallel Agents
from scripts.parallel_spawner import ParallelSpawner
spawner = ParallelSpawner(project_dir)
results = await spawner.spawn_parallel(
tasks=["feature-1", "feature-2", "feature-3"],
agent_type="coding"
)
Coordinate Results
await spawner.wait_all()
summary = spawner.get_results_summary()
Parallel Execution Model
┌─────────────────────────────────────────────────────────────┐
│ PARALLEL EXECUTION │
├─────────────────────────────────────────────────────────────┤
│ │
│ MAIN ORCHESTRATOR │
│ ├─ Analyzes feature dependencies │
│ ├─ Identifies parallelizable work │
│ ├─ Spawns worker agents │
│ └─ Coordinates results │
│ │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ Agent 1 │ │ Agent 2 │ │ Agent 3 │ │
│ │ │ │ │ │ │ │
│ │ feature-1│ │ feature-2│ │ feature-3│ │
│ └────┬─────┘ └────┬─────┘ └────┬─────┘ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌─────────────────────────────────────────┐ │
│ │ RESULT AGGREGATOR │ │
│ │ ├─ Collects all results │ │
│ │ ├─ Resolves conflicts │ │
│ │ ├─ Merges code changes │ │
│ │ └─ Updates feature list │ │
│ └─────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────┘
Agent Types
| Type | Purpose | Parallelizable | |------|---------|----------------| | coding | Implement features | Yes, if independent | | testing | Run E2E tests | Yes | | review | Code review | Yes | | research | Explore codebase | Yes |
Spawn Configuration
@dataclass
class SpawnConfig:
max_parallel: int = 3
timeout_per_agent: int = 1800 # 30 min
retry_failed: bool = True
merge_strategy: str = "sequential" # or "git-merge"
Integration Points
- autonomous-loop: Provides work to parallelize
- coding-agent: Worker agents for features
- checkpoint-manager: Create checkpoints before spawn
- error-recoverer: Handle agent failures
References
references/PARALLELIZATION-STRATEGY.md- Strategy guidereferences/CONFLICT-RESOLUTION.md- Merge conflicts
Scripts
scripts/parallel_spawner.py- Core spawnerscripts/agent_pool.py- Agent pool managementscripts/result_aggregator.py- Aggregate resultsscripts/dependency_analyzer.py- Find parallelizable work
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