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
Growth Systems That Actually Compound
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 growth systems that actually compound 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
- Growth Loop Mapper — Use this workflow when you are working on growth systems that actually compound and need to make the system visible by mapping owners, flows, and evidence. Its distinct job inside the Growth Loop Pack is to produce the owner-and-flow map; use the neighboring skills for Experiment Portfolio Review, Retention Lever Scan, Compounding Channel Evaluator.
- Experiment Portfolio Review — Use this workflow when you are working on growth systems that actually compound and need to diagnose the current state and name the operating risk. Its distinct job inside the Growth Loop Pack is to produce the risk-and-evidence audit; use the neighboring skills for Growth Loop Mapper, Retention Lever Scan, Compounding Channel Evaluator.
- Retention Lever Scan — Use this workflow when you are working on growth systems that actually compound and need to diagnose the current state and name the operating risk. Its distinct job inside the Growth Loop Pack is to produce the risk-and-evidence audit; use the neighboring skills for Growth Loop Mapper, Experiment Portfolio Review, Compounding Channel Evaluator.
- Compounding Channel Evaluator — Use this workflow when you are working on growth systems that actually compound and need to handle the evaluator step without overlapping the other skills in the pack. Its distinct job inside the Growth Loop Pack is to produce the compounding channel evaluator; use the neighboring skills for Growth Loop Mapper, Experiment Portfolio Review, Retention Lever Scan.
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.