unit-economics
Bottoms-up unit economics decomposition for any public company
Install
With your agent
Install OMGSkills skill "daloopa/daloopa-plugin-claude:skills/unit-economics" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
git clone https://github.com/daloopa/daloopa-plugin-claude /tmp/daloopa-plugin-claude && ln -s /tmp/daloopa-plugin-claude/skills/unit-economics ~/.claude/skills/unit-economicsFrom README
Company Lookup Look up the company by ticker using discovercompanies. Capture: companyid latestcalendarquarter — anchor for all period calculations below (see ../data-access.md Section 1.5) latestfiscalquarter Firm name for report attribution (default: "Daloopa") — see ../data-access.md Section 4.5 Series Discovery & Business Archetype Detection Cast a wide net to discover ALL available series for this company. Search with multiple keyword sets to maximize coverage: Financial: "revenue", "income", "profit", "margin", "eps", "cost" Operating KPIs: "subscriber", "user", "customer", "unit", "arpu", "retention", "churn" Segment/Product: "segment", "product", "service", "geographic" Business-specific: "store", "gmv", "order", "booking", "backlog", "premium", "loan", "aum", "room", "seat", "bed", "acreage" Collect all unique series IDs. Read every series name and description returned. This is how you learn what kind of business this is and what unit-level KPIs Daloopa tracks for it.