parcadei/continuous-claude-v32 files

Agentica Infrastructure

Reference guide for Agentica multi-agent infrastructure APIs

Specification
Skill ID
parcadei/continuous-claude-v3/agentica-infrastructure
Publisher
parcadei
Repository
continuous-claude-v3
Installs
0
Files
2
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

parcadei/continuous-claude-v3/agentica-infrastructureInstalls these files
  • API_SPEC.md
  • SKILL.md

What this skill tells the agent

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

PatternPurposeKey Method
SwarmParallel perspectives.execute(query)
PipelineSequential stages.run(initial_state)
HierarchicalCoordinator + specialists.execute(task)
JuryVoting consensus.decide(return_type, question)
GeneratorCriticIterative refinement.run(task)
CircuitBreakerFailure fallback.execute(query)
AdversarialDebate + judge.resolve(question)
ChainOfResponsibilityRoute to handler.process(query)
MapReduceFan out + reduce.execute(query, chunks)
BlackboardShared state.solve(query)
EventDrivenEvent bus.publish(event)

Core Infrastructure

ComponentFilePurpose
CoordinationDBcoordination.pySQLite tracking
tracked_spawntracked_agent.pyAgent with tracking
HandoffAtomhandoff_atom.pyUniversal handoff format
BlackboardCacheblackboard.pyHot tier communication
MemoryServicememory_service.pyCore + Archival memory
create_claude_scopeclaude_scope.pyScope with file ops

Primitives

PrimitivePurpose
ConsensusVoting (MAJORITY, UNANIMOUS, THRESHOLD)
AggregatorCombine results (MERGE, CONCAT, BEST)
HandoffStateStructured agent handoff
build_premiseStructured premise builder
gather_fail_fastTaskGroup-based parallel execution

Full API Spec

See: API_SPEC.md in this skill directory

Usage Example

from scripts.agentica_patterns.patterns import Swarm, Jury
from scripts.agentica_patterns.primitives import ConsensusMode
from scripts.agentica_patterns.coordination import CoordinationDB
from scripts.agentica_patterns.tracked_agent import tracked_spawn

# Create tracking database
db = CoordinationDB(session_id="my-session")

# Swarm with tracking
swarm = Swarm(
    perspectives=["Security expert", "Performance expert"],
    db=db
)
result = await swarm.execute("Review this code")

# Jury with consensus
jury = Jury(
    num_jurors=3,
    consensus_mode=ConsensusMode.MAJORITY,
    premise="You evaluate code quality",
    db=db
)
verdict = await jury.decide(bool, "Is this code production ready?")

Location

API spec: .claude/skills/agentica-infrastructure/API_SPEC.md Source: scripts/agentica_patterns/

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