claude-ecom
claude-ecom is a Claude Code skill/tool that converts an ecommerce/sales orders CSV into a structured KPI analysis (multiple time horizons, KPI decomposition, health checks) and then uses Claude to write a single consolidated REVIEW.md with prioritized findings and a concrete next-action plan.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
No TLS/auth/security model described in README. Tool processes order/customer identifiers from CSV; risks depend on how Claude Code/Python backend handle logging and where data is sent for the LLM step (not specified). Dependency list is small (pandas/numpy/click) but dependency security status/CVE handling is not documented.
⚡ Reliability
Best When
You have historical orders data in CSV format with the required columns and want a repeatable narrative review with consistent KPI math.
Avoid When
You need strict compliance around sensitive customer data processing or need a documented, auditable way to control model/data handling beyond local CSV processing and Claude Code execution context.
Use Cases
- • Generate monthly business reviews from order/sales CSVs without writing analysis from scratch
- • Explain revenue movement via KPI decomposition (orders, AOV, customers, retention signals)
- • Create prioritized recommendations with success metrics and guardrails for ecommerce teams
- • Answer targeted questions (e.g., retention) instead of running a full report
Not For
- • Real-time Shopify/ecommerce platform analysis without exporting CSVs (roadmap mentions Shopify API but not documented as available here)
- • Organizations needing a fully managed hosted SaaS with SLAs and built-in auth controls
- • Systems that require an OpenAPI/REST/GraphQL programmatic API for integration (tool is CLI/Claude Code skill focused)
Interface
Authentication
No authentication mechanism is described for this package itself; interaction appears to be via Claude Code commands and local execution. Any access to Claude/LLM services would rely on Claude Code configuration rather than this repo.
Pricing
Pricing is not described; license is MIT. Any costs would likely come from using Claude Code/LLM provider rather than this package.
Agent Metadata
Known Gotchas
- ⚠ Requires correct CSV columns/format (required columns listed, optional columns improve analysis). Column name mismatches are mentioned but exact mapping rules are not detailed here.
- ⚠ Relies on Claude Code CLI/plugin execution; agent workflows must be aligned to Claude Code command semantics (/ecom review ...).
Alternatives
Full Evaluation Report
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Package Brief
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Score Monitoring
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Scores are editorial opinions as of 2026-03-30.