{"id":"takechanman1228-claude-ecom","name":"claude-ecom","homepage":null,"repo_url":"https://github.com/takechanman1228/claude-ecom","category":"ai-ml","subcategories":[],"tags":["claude-code","ecommerce","marketing-analytics","analytics","reporting","python"],"what_it_does":"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.","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)"],"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.","alternatives":["Google Sheets/Looker Studio templates for ecommerce KPI reporting plus a separate LLM step for narrative generation","Custom Python analytics notebooks (pandas) that compute KPIs and then call an LLM for summarization","Other Claude Code skills focused on marketing analytics/report writing (e.g., claude-ads mentioned as inspiration)"],"af_score":39.2,"security_score":19.2,"reliability_score":22.5,"package_type":"skill","discovery_source":["openclaw"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:34:52.981362+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["No package-specific auth described (runs as a local CLI/plugin within Claude Code). Any model/API auth is handled by Claude Code environment."],"oauth":false,"scopes":false,"notes":"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":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing is not described; license is MIT. Any costs would likely come from using Claude Code/LLM provider rather than this package."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":39.2,"security_score":19.2,"reliability_score":22.5,"mcp_server_quality":0.0,"documentation_accuracy":70.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":55.0,"secret_handling":30.0,"security_notes":"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.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":35.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":"Idempotency is not described. The tool generates REVIEW.md from input CSV; repeated runs likely overwrite output, but behavior is not documented.","pagination_style":"none","retry_guidance_documented":false,"known_agent_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 ...)."]}}