zjunlp/agentica-spawn

Agentica Spawn Skill

Use this skill after user selects an Agentica pattern.

When to Use

• After agentica-orchestrator prompts user for pattern selection
• When user explicitly requests a multi-agent pattern (swarm, hierarchical, etc.)
• When implementing complex tasks that benefit from parallel agent execution
• For research tasks requiring multiple perspectives (use Swarm)
• For implementation tasks requiring coordination (use Hierarchical)
• For iterative refinement (use Generator/Critic)
• For high-stakes validation (use Jury)

Pattern Selection to Spawn Method

Swarm (Research/Explore)

swarm = Swarm(
    perspectives=[
        "Security expert analyzing for vulnerabilities",
        "Performance expert optimizing for speed",
        "Architecture expert reviewing design"
    ],
    aggregate_mode=AggregateMode.MERGE,
)
result = await swarm.execute(task_description)

Hierarchical (Build/Implement)

hierarchical = Hierarchical(
    coordinator_premise="You break tasks into subtasks",
    specialist_premises={
        "planner": "You create implementation plans",
        "implementer": "You write code",
        "reviewer": "You review code for issues"
    },
)
result = await hierarchical.execute(task_description)

Generator/Critic (Iterate/Refine)

gc = GeneratorCritic(
    generator_premise="You generate solutions",
    critic_premise="You critique and suggest improvements",
    max_rounds=3,
)
result = await gc.run(task_description)

Jury (Validate/Verify)

jury = Jury(
    num_jurors=5,
    consensus_mode=ConsensusMode.MAJORITY,
    premise="You evaluate the solution"
)
verdict = await jury.decide(bool, question)

Environment Variables

All spawned agents receive:

• SWARM_ID: Unique identifier for this swarm run
• AGENT_ROLE: Role within the pattern (coordinator, specialist, etc.)
• PATTERN_TYPE: Which pattern is running