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: use the OMGSkills MCP get_skill tool, install only the pinned_install commit and path, verify SKILL.md against pinned_install.skill_md_sha, 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.