Agentica Infrastructure

This is a reference guide for the Agentica multi-agent coordination framework, giving you exact API signatures for 11 patterns like Swarm, Pipeline, Jury, and MapReduce. It covers the core infrastructure (CoordinationDB for SQLite tracking, HandoffAtom for agent handoffs, BlackboardCache for shared state) and primitives for consensus and result aggregation. Use it when you need constructor arguments or method signatures while building multi-agent workflows, not for learning concepts. The patterns themselves are fairly standard orchestration approaches (parallel execution, sequential stages, voting), but having the exact API spec on hand beats digging through source files when you're wiring agents together.

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last updated: Aug 21, 2026

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Install

$ npx -y skills add parcadei/continuous-claude-v3 --skill agentica-infrastructure --agent claude-code

Installs into .claude/skills of the current project.

Files

Agentica Infrastructure Reference

Complete API specification for Agentica multi-agent coordination infrastructure.

When to Use

Building multi-agent workflows with Agentica patterns
Need exact constructor signatures for pattern classes
Want to understand coordination database schema
Implementing custom patterns using primitives
Debugging agent tracking or orphan detection

Quick Reference

11 Pattern Classes

Pattern	Purpose	Key Method
`Swarm`	Parallel perspectives	`.execute(query)`
`Pipeline`	Sequential stages	`.run(initial_state)`
`Hierarchical`	Coordinator + specialists	`.execute(task)`
`Jury`	Voting consensus	`.decide(return_type, question)`
`GeneratorCritic`	Iterative refinement	`.run(task)`
`CircuitBreaker`	Failure fallback	`.execute(query)`
`Adversarial`	Debate + judge	`.resolve(question)`
`ChainOfResponsibility`	Route to handler	`.process(query)`
`MapReduce`	Fan out + reduce	`.execute(query, chunks)`
`Blackboard`	Shared state	`.solve(query)`
`EventDriven`	Event bus	`.publish(event)`