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AI EngineeringPython

Agentica SDK

by parcadei

Agentica SDK is an AI Engineering skill for Claude Code, published by parcadei in Continuous-Claude-v3.

3.9K stars296 forkson parcadei/Continuous-Claude-v3Added 2026/08/16Repository updated 2026/01/26
agentsclaude-codeclaude-code-cliclaude-code-hooksclaude-code-mcpclaude-code-skillsclaude-code-subagentsclaude-skillsmcp
Install in seconds
Install Agentica SDK
Copy Agentica SDK into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/agentica-sdk ~/.claude/skills/agentica-sdk

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/parcadei/Continuous-Claude-v3.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
.claude/skills/agentica-sdk/SKILL.md in parcadei/Continuous-Claude-v3
Installs to
~/.claude/skills/agentica-sdk
Collection
One of 25 skills cataloged from this repository
Category
AI Engineering2451 skills

What Agentica SDK does

Agentica SDK builds Python agents using the Agentica framework with @agentic decorator, spawn(), persistence, and MCP integration. Use it to add agentic capabilities to Python code or orchestrate multiple agents.

Agentica SDK is cataloged under AI Engineering on DirSkills. Agentica SDK comes from a repository tagged agents, claude-code, claude-code-cli, claude-code-hooks and claude-code-mcp.

Documentation

README

Agentica SDK Reference (v0.3.1)

Build AI agents in Python using the Agentica framework. Agents can implement functions, maintain state, use tools, and coordinate with each other.

When to Use

Use this skill when:

  • Building new Python agents
  • Adding agentic capabilities to existing code
  • Integrating MCP tools with agents
  • Implementing multi-agent orchestration
  • Debugging agent behavior

Quick Start

Agentic Function (simplest)

from agentica import agentic

@agentic()
async def add(a: int, b: int) -> int:
    """Returns the sum of a and b"""
    ...

result = await add(1, 2)  # Agent computes: 3

Spawned Agent (more control)

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Agentica SDK

  • What else does parcadei publish alongside Agentica SDK?

    Agentica SDK is one of 25 skills that DirSkills catalogs from parcadei/Continuous-Claude-v3, the repository it ships in. Its siblings there include AST-Grep Find, Agent Context Isolation and Agent Orchestration. Each one is a separate skill with its own page in this directory, installs the same way Agentica SDK does, and is maintained by parcadei in that same repository. The rest of the collection is listed on the parcadei/Continuous-Claude-v3 page.

  • How does Agentica SDK compare to other AI Engineering skills?

    Agentica SDK ranks #555 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Agentica SDK against them. Open each page to compare what they document and how they install.

More from parcadei/Continuous-Claude-v3

Agentica SDK is one of 25 skills cataloged on DirSkills from parcadei/Continuous-Claude-v3.

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Agent Context Isolation

Agent Context Isolation prevents agent output from polluting the main context window by using background agents with file-based coordination instead of reading full transcripts. Use it when you need to preserve conversation context while delegating work to subagents.
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Agent Orchestration

Agent Orchestration defines rules for delegating implementation tasks to subagents so the main context stays lean. Use it when planning multi-file features or following a plan phase to avoid burning context in the main chat.
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Agentic Workflow

Agentic Workflow defines a multi-agent pipeline for implementation tasks in Claude Code, using background agents, file-based handoffs, and TDD. Use it to orchestrate research, planning, validation, implementation, and review without flooding the main context.
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Agentica Claude Proxy

Agentica Claude Proxy connects Agentica SDK to Claude Code CLI through a local proxy so agents can use Read, Write, Edit, and Bash tools. Use it when setting up or debugging agent integrations, fixing permission errors, or preventing hallucinations.
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Agentica Infrastructure

Agentica Infrastructure documents the Agentica multi-agent coordination APIs, including 11 pattern classes, primitives, and the coordination database schema. Use it when building multi-agent workflows, implementing custom patterns, or debugging agent tracking.
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