Agentica Infrastructure

parcadei/continuous-claude-v3/.claude/skills/agentica-infrastructure

作者 parcadeid07ff4b06b62无许可证3.9K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库8个月前更新

Reference guide for Agentica multi-agent infrastructure APIs

仅含说明AI & Agents

AI 生成的概览

记录 Agentica 多智能体基础设施 API、模式类、原语与协调组件的参考指南。

功能: 提供 Agentica 多智能体协调基础设施的参考规范，列出 Swarm、Pipeline、Jury 等十一个模式类及其关键方法。它还记录 CoordinationDB、tracked_spawn、HandoffAtom 等核心基础设施组件，以及 Consensus、Aggregator 等原语。完整 API 规范位于随附的 API_SPEC.md 文件中，技能内还包含一个 Python 使用示例。
适用场景: 适用于使用 Agentica 模式构建多智能体工作流，或需要模式类精确构造函数签名时。也用于理解协调数据库架构、使用原语实现自定义模式，或调试智能体跟踪与孤立检测。
运行要求: 仅为说明文档，不运行脚本。它引用技能目录中的 API_SPEC.md 以及 scripts/agentica_patterns/ 下的源文件，使用示例从该路径导入 Python 模块。

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

See: API_SPEC.md in this skill directory

Usage Example

python

from scripts.agentica_patterns.patterns import Swarm, Juryfrom scripts.agentica_patterns.primitives import ConsensusModefrom scripts.agentica_patterns.coordination import CoordinationDBfrom scripts.agentica_patterns.tracked_agent import tracked_spawn
# Create tracking databasedb = CoordinationDB(session_id="my-session")
# Swarm with trackingswarm = Swarm(    perspectives=["Security expert", "Performance expert"],    db=db)result = await swarm.execute("Review this code")
# Jury with consensusjury = 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?")

from scripts.agentica_patterns.patterns import Swarm, Juryfrom scripts.agentica_patterns.primitives import ConsensusModefrom scripts.agentica_patterns.coordination import CoordinationDBfrom scripts.agentica_patterns.tracked_agent import tracked_spawn
# Create tracking databasedb = CoordinationDB(session_id="my-session")
# Swarm with trackingswarm = Swarm(    perspectives=["Security expert", "Performance expert"],    db=db)result = await swarm.execute("Review this code")
# Jury with consensusjury = 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/

来源与署名

来源：parcadei/continuous-claude-v3位于.claude/skills/agentica-infrastructure提交d07ff4b

许可证：无许可证

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Agentica Infrastructure

Agentica Infrastructure Reference

When to Use

Quick Reference

11 Pattern Classes

Core Infrastructure

Primitives

Full API Spec

Usage Example

Location

来源与署名

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