# Agentica Infrastructure

Reference guide for Agentica multi-agent infrastructure APIs

- Repository: https://github.com/parcadei/Continuous-Claude-v3 (3947 stars)
- Category: AI and agents
- License: MIT
- Last updated: 2026-01-26
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add parcadei/Continuous-Claude-v3 --skill agentica-infrastructure -g -a claude-code -y`
Codex: `npx skills add parcadei/Continuous-Claude-v3 --skill agentica-infrastructure -g -a codex -y`
Cursor: `npx skills add parcadei/Continuous-Claude-v3 --skill agentica-infrastructure -g -a cursor -y`
Gemini CLI: `npx skills add parcadei/Continuous-Claude-v3 --skill agentica-infrastructure -g -a gemini-cli -y`

## Description

Reference guide for Agentica multi-agent infrastructure APIs

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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)` |

### Core Infrastructure

| Component | File | Purpose |
|-----------|------|---------|
| `CoordinationDB` | `coordination.py` | SQLite tracking |
| `tracked_spawn` | `tracked_agent.py` | Agent with tracking |
| `HandoffAtom` | `handoff_atom.py` | Universal handoff format |
| `BlackboardCache` | `blackboard.py` | Hot tier communication |
| `MemoryService` | `memory_service.py` | Core + Archival memory |
| `create_claude_scope` | `claude_scope.py` | Scope with file ops |

### Primitives

| Primitive | Purpose |
|-----------|---------|
| `Consensus` | Voting (MAJORITY, UNANIMOUS, THRESHOLD) |
| `Aggregator` | Combine results (MERGE, CONCAT, BEST) |
| `HandoffState` | Structured agent handoff |
| `build_premise` | Structured premise builder |
| `gather_fail_fast` | TaskGroup-based parallel execution |

## Full API Spec

The rest: https://github.com/parcadei/Continuous-Claude-v3/blob/HEAD/.claude/skills/agentica-infrastructure/SKILL.md