skillZs
★ LIVE SKILL TAGS ★
>>> LIVE SKILLS INDEX <<<
* OPEN SOURCE *
NO LOGIN, NO TRACKING
※ REAL INSTALL DATA ※
← back to all skills
parcadei/continuous-claude-v3474 installs

agentica-infrastructure

Reference guide for Agentica multi-agent infrastructure APIs

How do I install this agent skill?

npx skills add https://github.com/parcadei/continuous-claude-v3 --skill agentica-infrastructure
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    The skill provides an API reference for the Agentica multi-agent coordination framework. It describes components for shared memory, task tracking, and agent communication. While functional, the framework's architecture creates an attack surface for indirect prompt injection where malicious data processed by one agent could influence others, particularly as the agent scope includes powerful system tools like 'bash'.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • Runlayerpass

    2 files scanned · No issues

What does this agent skill do?

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/

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/parcadei/continuous-claude-v3/agentica-infrastructure">View agentica-infrastructure on skillZs</a>