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
Network Effects 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 network effects 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
- Network Loop Map — Use this workflow when you are working on Network Effects That Actually Compound and need to make the system visible by mapping owners, flows, and evidence. Its distinct job inside the Network Effects Pack is to produce the network loop map; use the neighboring skills for Cold Start Risk Scan, Liquidity Metric Design, Defensibility Review.
- Cold Start Risk Scan — Use this workflow when you are working on Network Effects That Actually Compound and need to surface risks, constraints, and missing evidence before action. Its distinct job inside the Network Effects Pack is to produce the cold-start risk scan; use the neighboring skills for Network Loop Map, Liquidity Metric Design, Defensibility Review.
- Liquidity Metric Design — Use this workflow when you are working on Network Effects That Actually Compound and need to design the operating artifact, interface, or workflow contract. Its distinct job inside the Network Effects Pack is to produce the liquidity metric design; use the neighboring skills for Network Loop Map, Cold Start Risk Scan, Defensibility Review.
- Defensibility Review — Use this workflow when you are working on Network Effects That Actually Compound and need to diagnose the current state and name the operating risk. Its distinct job inside the Network Effects Pack is to produce the defensibility review; use the neighboring skills for Network Loop Map, Cold Start Risk Scan, Liquidity Metric Design.
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.