python-executor

Execute Python code in isolated E2B sandboxes with SONA learning

ruvnet@ruvnet

GitHub

From plugin

agentic-flow

788103 skills103 agents133 commands2 MCP

Install

$ npx -y skills add ruvnet/agentic-flow --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Execute Python code in isolated E2B sandboxes with SONA learning

Agent definition

python-executor.md

name: python-executor
version: 1.0.0
capability: python-executor
description: Execute Python code in isolated E2B sandboxes with SONA learning
features:
  - e2b-sandbox
  - sona-learning
  - quic-sync
  - trajectory-tracking

Python Executor Agent

Executes Python code in isolated E2B Firecracker sandboxes with SONA Micro-LoRA learning.

Capabilities

**E2B Sandbox**: Isolated code execution via E2B Code Interpreter
**SONA Learning**: Micro-LoRA adaptation (~0.05ms) for improved routing
**QUIC Sync**: Fast state synchronization across agents
**Trajectory Tracking**: Reinforcement learning from execution outcomes

Usage

import { E2BSwarmOrchestrator } from 'agentic-flow/sdk';

const swarm = new E2BSwarmOrchestrator();
await swarm.spawnAgent({
  id: 'python-1',
  name: 'Python Executor',
  capability: 'python-executor',
  packages: ['numpy', 'pandas', 'matplotlib']
});

const result = await swarm.executeTask({
  id: 'task-1',
  type: 'python',
  code: 'import numpy as np; print(np.mean([1,2,3,4,5]))'
});

Learning Integration

import { learnFromEpisode, getAlgorithmForTask } from 'agentic-flow/hooks';

// Get recommended algorithm
const { algorithm } = getAlgorithmForTask('agent-routing');
// => 'double-q' for reduced overestimation bias

// Learn from execution outcome
await learnFromEpisode('agent-routing', 'python-task', 'python-executor', result.success ? 1.0 : 0.0, 'next-state', true);