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
Operating Structure for the AI Era
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 operating structure for the ai era 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
- AI-Era Role Redesign — Use this workflow when you are working on operating structure for the ai era and need to produce a reusable artifact or operating spec. Its distinct job inside the AI Org Design Pack is to produce the ai-era role redesign; use the neighboring skills for Agent-Human Boundary Map, AI Governance Cadence, Org Capability Shift Plan.
- Agent-Human Boundary Map — Use this workflow when you are working on operating structure for the ai era and need to make the system visible by mapping owners, flows, and evidence. Its distinct job inside the AI Org Design Pack is to produce the owner-and-flow map; use the neighboring skills for AI-Era Role Redesign, AI Governance Cadence, Org Capability Shift Plan.
- AI Governance Cadence — Use this workflow when you are working on operating structure for the ai era and need to handle the cadence step without overlapping the other skills in the pack. Its distinct job inside the AI Org Design Pack is to produce the ai governance cadence; use the neighboring skills for AI-Era Role Redesign, Agent-Human Boundary Map, Org Capability Shift Plan.
- Org Capability Shift Plan — Use this workflow when you are working on operating structure for the ai era and need to turn the decision into sequenced work with gates and owners. Its distinct job inside the AI Org Design Pack is to produce the sequenced operating plan; use the neighboring skills for AI-Era Role Redesign, Agent-Human Boundary Map, AI Governance Cadence.
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.