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Super ai ml agents

Skill arpitexplores/skills-super/super-ai-ml-agents

SUPER Skills catalogue: portable Markdown agent skills for AI vibe coding, SEO, AI SEO/GEO, marketing, design, AI agents, DevOps, security, automation, data, business, and operations.

Install
npx -y skills add arpitexplores/skills-super --skill super-ai-ml-agents

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Agent systems: architecture, tools, memory, orchestration, and autonomy. Use for building AI agents and workflows.

SKILL.md

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Super AI/ML Agents

Overview

Build reliable agent systems with clear tool boundaries, memory, and orchestration.

User Intent Examples

  • "Need help with Agent Memory Systems for my product/site."
  • "Create a plan for Agent Architecture."
  • "Audit or improve Multi-Agent Patterns."

Workflow

  1. Define the agent role, scope, and allowable actions.
  2. Design tool interfaces and safety constraints.
  3. Choose memory strategy: short-term, long-term, and retrieval.
  4. Select orchestration pattern (single agent, multi-agent, supervisor).
  5. Implement guardrails, fallbacks, and human-in-the-loop controls.
  6. Validate behaviour with scenarios and regression tests.

Minimal Intake Questions

  • Primary goal or outcome
  • Scope (pages, systems, teams, or timeframe)
  • Constraints (tools, budget, timeline)

Output Format

  • Agent scope and behaviour contract
  • Tooling and permissions plan
  • Memory architecture
  • Orchestration pattern and flow
  • Validation plan with scenarios

Routing Map (Modules)

  • Agent Memory Systems -> references/modules/agent-memory-systems.md
  • Agent Architecture -> references/modules/ai-agents-architect.md
  • Multi-Agent Patterns -> references/modules/multi-agent-patterns.md

Bundled References

  • references/modules/
  • scripts/
  • assets/
  • agents/

Compatibility Notes

  • If any module references slash commands or tool-specific paths, translate them into plain-language steps.
  • Keep outputs platform-agnostic unless the user specifies a specific tool, stack, or agent.

Guardrails

  • Avoid ambiguous tool routing; keep responsibilities explicit.
  • Keep memory bounded and purge stale data.
  • Use human approval for high-risk actions.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.