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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 Semantic Layer: Where Business Meaning Becomes Infrastructure
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 semantic layer: where business meaning becomes infrastructure 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
- Business Term Definition Map — Use this workflow when you are working on The Semantic Layer: Where Business Meaning Becomes Infrastructure and need to make the system visible by mapping owners, flows, and evidence. Its distinct job inside the Semantic Layer Pack is to produce the term definition map; use the neighboring skills for Metric Semantic Audit, Semantic Layer Change Plan, Meaning to Infrastructure Brief.
- Metric Semantic Audit — Use this workflow when you are working on The Semantic Layer: Where Business Meaning Becomes Infrastructure and need to find gaps between stated process and observed behavior. Its distinct job inside the Semantic Layer Pack is to produce the semantic audit; use the neighboring skills for Business Term Definition Map, Semantic Layer Change Plan, Meaning to Infrastructure Brief.
- Semantic Layer Change Plan — Use this workflow when you are working on The Semantic Layer: Where Business Meaning Becomes Infrastructure and need to turn the diagnosis into an executable plan with owners and gates. Its distinct job inside the Semantic Layer Pack is to produce the change plan; use the neighboring skills for Business Term Definition Map, Metric Semantic Audit, Meaning to Infrastructure Brief.
- Meaning to Infrastructure Brief — Use this workflow when you are working on The Semantic Layer: Where Business Meaning Becomes Infrastructure and need to produce a reusable decision brief or operating spec. Its distinct job inside the Semantic Layer Pack is to produce the infrastructure brief; use the neighboring skills for Business Term Definition Map, Metric Semantic Audit, Semantic Layer Change Plan.
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.