autogen-sys

Generates ephemeral agents with a complete lifecycle to handle tasks and return artifacts.

1|1|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/GrazianoGuiducci/KPhi1 --skill autogen-sys
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autogen-sys
Source: https://github.com/GrazianoGuiducci/KPhi1/tree/main/skills/autogen-sys
Command: npx skills add https://github.com/GrazianoGuiducci/KPhi1 --skill autogen-sys

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically generates ephemeral agents with a complete lifecycle to tackle tasks and produce durable artifacts, reducing manual orchestration and enabling rapid experimentation.

Core Features & Use Cases

  • DNA dell'Agente (3 Geni): Genotipo (LLM-Core) for reasoning depth, Fenotipo (Tools-Interface) for reading/writing/executing, Memetica (Guidance-Rules) for non-negotiable constraints.
  • 4 Knob di Calibrazione: Habitat (WEB/LOCAL/PRIVATE), Hands (READ/WRITE/EXECUTE), Leash (STRICT/ADAPTIVE), Proof (LOGS/Screenshots/SOURCE-LINKS).
  • Ciclo di Vita Simbiotico: BRIEFING, SIMULATION, COLLAPSE, AUDIT, AUTOFAGIA with interaction loops and artifact retention.
  • Interfaccia di Output: structured summary including Nome, DNA, Knob settings, Done criteria and lifecycle state.

Quick Start

Brief the system to create a temporary agent for the specified task and return the produced artifact.

Frequently Asked Questions about autogen-sys

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I spawn disposable agents to automate temporary tasks?

You can spawn disposable agents by briefing the system with a task description, which triggers the generation of an ephemeral agent with a complete lifecycle to handle the task and return a produced artifact.

What is an ephemeral agent lifecycle for task automation?

An ephemeral agent lifecycle progresses through BRIEFING, SIMULATION, COLLAPSE, AUDIT, and AUTOFAGIA phases to handle tasks, retain artifacts, and safely terminate temporary specialized intelligence.

How do I calibrate agent permissions and runtime environments for automation?

Agents are calibrated using four knobs: Habitat for WEB/LOCAL/PRIVATE environments, Hands for READ/WRITE/EXECUTE actions, Leash for STRICT/ADAPTIVE control, and Proof for LOGS, screenshots, or source-links verification.

Can I use ephemeral agents for orchestrating sub-tasks and rapid experimentation?

Yes, ephemeral agents are designed for orchestrating sub-tasks and rapid experimentation by generating temporary specialized intelligence that applies specific DNA constraints to reduce manual orchestration across automation scenarios.

Do I need any dependencies to run disposable agent automation?

No external dependencies are required to run disposable agent automation, as the system operates independently while optionally integrating with veritas-sys, metron-sys, helix-sys, and mnemos-sys for extended lifecycle functionality.

When should I not use ephemeral agents for task automation?

Ephemeral agents should not be used for persistent processes requiring continuous uptime, as they follow a biotic lifecycle that includes AUTOFAGIA termination after task completion and artifact retention.