← All skill packs

AI Agent & Automation Workflows

Skill pack
2 skills0 selected
m2ai-portfolioSkills in this pack

Generate a pre-flight delegation spec for any agent task -- context packages for memory-weak tools, review gates for opacity-prone tools, compounding checkpoints for stateless tools. The "test suite before the agent runs the work." Use when handing off a task to an agent, preparing a workflow for autonomous execution, or writing deployment specs for client agent systems.

English

A judgment classifier for planned tool calls or agent actions. Scores reversibility, cost boundary, blast radius, and user observability, then routes to ACT / ASK / QUEUE / ABORT with reasoning.

English

Includes Delegation Spec and Judgment Gate.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills2CategoryengineeringStars0

What’s included

Delegation Spec

Generate a pre-flight delegation spec for any agent task -- context packages for memory-weak tools, review gates for opacity-prone tools, compounding checkpoints for stateless tools. The "test suite before the agent runs the work." Use when handing off a task to an agent, preparing a workflow for autonomous execution, or writing deployment specs for client agent systems.

Judgment Gate

A judgment classifier for planned tool calls or agent actions. Scores reversibility, cost boundary, blast radius, and user observability, then routes to ACT / ASK / QUEUE / ABORT with reasoning.

Quick start

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.

Try it with your agent

After installation, start with a request like:

Example request
Use the Delegation Spec skill to help with my task.
Ask me for the context you need before getting started.

Requirements & license

  • A coding agent that can access your project files and install skills.
  • Your agent checks each skill’s instructions, dependencies, and permissions during setup.
  • Reported license for the skills shown: MIT. The author’s terms apply.
AI Agent & Automation Workflows | Agent Skills Atlas