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
The AI Context Layer: Giving Agents a Business Model They Can Safely Use
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 the ai context layer: giving agents a business model they can safely use 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
- Agent Context Inventory — Use this workflow when you are working on The AI Context Layer: Giving Agents a Business Model They Can Safely Use and need to handle the system step without overlapping the other skills in the pack. Its distinct job inside the AI Context Layer Pack is to produce the context inventory; use the neighboring skills for Context Contract Design, Context Risk Review, Business Model for Agents Brief.
- Context Contract Design — Use this workflow when you are working on The AI Context Layer: Giving Agents a Business Model They Can Safely Use and need to handle the system step without overlapping the other skills in the pack. Its distinct job inside the AI Context Layer Pack is to produce the context contract; use the neighboring skills for Agent Context Inventory, Context Risk Review, Business Model for Agents Brief.
- Context Risk Review — Use this workflow when you are working on The AI Context Layer: Giving Agents a Business Model They Can Safely Use and need to diagnose the current state and name the operating risk. Its distinct job inside the AI Context Layer Pack is to produce the context risk review; use the neighboring skills for Agent Context Inventory, Context Contract Design, Business Model for Agents Brief.
- Business Model for Agents Brief — Use this workflow when you are working on The AI Context Layer: Giving Agents a Business Model They Can Safely Use and need to produce a reusable decision brief or operating spec. Its distinct job inside the AI Context Layer Pack is to produce the agent business model brief; use the neighboring skills for Agent Context Inventory, Context Contract Design, Context Risk Review.
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.