Draft page for review before public site publication.
This is one pack in the Operator Agent Skills catalog: portable context packs and agent skills for Codex, Claude Code / cowork, OpenClaw, Hermes, and similar operator-agent runtimes.
Source series
Automation / AI Automation Architecture
Who it is for
Operators, founders, executives, managers, chiefs of staff, BizOps leads, product leaders, revenue leaders, and AI agents helping them make decisions from live operating context.
When to use it
Use this pack to convert automation / ai automation architecture material into operator-grade decisions and reusable artifacts. The four skills are deliberately sequenced so diagnosis, mapping, planning, and review do not collapse into one vague prompt.
Included skills
- Automation Opportunity Scan — Use this workflow when you are working on automation / ai automation architecture and need to diagnose the current state and name the operating risk. Its distinct job inside the Automation Design Pack is to produce the risk-and-evidence audit; use the neighboring skills for Human-in-the-Loop Design, Automation ROI Brief, Agent Workflow Spec.
- Human-in-the-Loop Design — Use this workflow when you are working on automation / ai automation architecture and need to produce a reusable artifact or operating spec. Its distinct job inside the Automation Design Pack is to produce the human-in-the-loop design; use the neighboring skills for Automation Opportunity Scan, Automation ROI Brief, Agent Workflow Spec.
- Automation ROI Brief — Use this workflow when you are working on automation / ai automation architecture and need to compress the situation into a decision-ready brief. Its distinct job inside the Automation Design Pack is to produce the operator memo; use the neighboring skills for Automation Opportunity Scan, Human-in-the-Loop Design, Agent Workflow Spec.
- Agent Workflow Spec — Use this workflow when you are working on automation / ai automation architecture and need to produce a reusable artifact or operating spec. Its distinct job inside the Automation Design Pack is to produce the implementation-ready spec; use the neighboring skills for Automation Opportunity Scan, Human-in-the-Loop Design, Automation ROI Brief.
How to load in Codex / Claude Code / OpenClaw / Hermes
- Start from
START_HERE.md,manifest.json, or the main catalog. - Select this pack, then select one skill for the immediate job.
- Load only the pack
README.md, the selected skill file, and the matching example if a concrete prompt pattern helps. - Preserve the selected skill's output schema, assumptions, failure modes, and human review gates.
- Do not treat a skill as permission for autonomous external action; keep external, personnel, financial, legal, security, and high-impact decisions behind explicit human review.