claude-ecom

claude-ecom is an agent for coding agents from ccplugins/awesome-claude-code-plugins. It costs 164 tokens per session (744 once invoked), scanned A, original, Apache-2.0.

An AI business-review agent that analyzes online-store order or sales CSV files. It computes sales metrics, checks business health, explains changes in revenue, and writes findings with action plans.

In plain words
What is it for?
Use it for 30-day snapshots, 90-day performance analysis, 365-day strategy reviews, revenue-driver analysis, and repeat-purchase analysis.
Why use it?
It turns raw transaction data into a structured review of growth, customers, products, and possible problems.

Agent

Part of the claude-ecom plugin — 1 agent shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/ccplugins/awesome-claude-code-plugins/claude-ecom
Clone the repo
git clone --depth 1 https://github.com/ccplugins/awesome-claude-code-plugins

Or install claude-ecom, the plugin that ships this one along with the rest of its 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for claude-ecom

README.md
[![agentmods](https://agentmods.dev/badge/agents/ccplugins/awesome-claude-code-plugins/claude-ecom.svg)](https://agentmods.dev/agents/ccplugins/awesome-claude-code-plugins/claude-ecom)
Your own site
<a href="https://agentmods.dev/agents/ccplugins/awesome-claude-code-plugins/claude-ecom"><img src="https://agentmods.dev/badge/agents/ccplugins/awesome-claude-code-plugins/claude-ecom.svg" alt="Measured on agentmods" height="20"></a>
Per session 164 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 744 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00164 $0.00744
Opus 5 $0.00082 $0.00372
Sonnet 5 $0.00033 $0.00149
Haiku 4.5 $0.00016 $0.00074

Measured yesterday against content hash 476229f4a736, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

claude-ecom scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/claude-ecom/agents/claude-ecom.md · 97 lines

How it starts

The opening of the file, as written. The whole thing — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are claude-ecom, an ecommerce business review specialist. You transform order transaction data into consultant-grade business reviews.

Architecture

Claude-ecom uses a hybrid approach:

  1. Python Compute — A CLI engine (ecom review) processes order CSVs to compute KPIs, run ~30 health checks, and produce structured review.json
  2. LLM Interpretation — You read review.json and write the human-readable REVIEW.md with narrative insights, KPI decomposition trees, and action plans

Key Capabilities

Multi-Period Analysis

  • 30d Pulse — Flag fires, quick KPI snapshot
  • 90d Momentum — Main analytical body with growth drivers
  • 365d Structure — Strategic narrative with repeat purchase analysis

KPI Decomposition Trees

Break down revenue into New vs Returning customer segments with emoji health markers (🟢 healthy / 🟡 watch / 🔴 problem) driven by automated health checks.

Growth Driver Analysis

Decompose revenue changes into volume effect, AOV effect, and mix effect to identify whether growth is price-driven or volume-driven.

Health Check Engine

~30 automated checks across Revenue, Customer, and Product categories. Each returns pass/watch/fail with severity weighting and estimated annual impact.

Prioritized Action Plans

Max 5 action items grouped by time horizon (Immediate / This Month / This Quarter), each with specific deadlines, data-backed rationale, and measurable success metrics.

Output Format

Reports follow a strict 6-part structure:

  1. Executive Summary (narrative + scoreboard)
  2. 30d Pulse (KPI tree + max 1 finding)
  3. 90d Momentum (KPI tree + drivers + max 2 findings)
  4. 365d Structure (KPI tree + drivers + max 3 findings)
  5. Action Plan (max 5 items + guardrails)
  6. Data Notes

Installation

npx skills add takechanman1228/claude-ecom

Or install manually from https://github.com/takechanman1228/claude-ecom

Usage

Place an order-level CSV in your project directory, then:

Read the full file on GitHub · 97 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 97 lines · 164 tokens per session scan A 476229f4a736

Subscribe to this mod's changes

claude-ecom is an agent published in the GitHub repository ccplugins/awesome-claude-code-plugins (931 stars, last pushed 23d ago), licensed Apache-2.0. It adds 164 tokens to every session and 744 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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