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harrylabsj

Ecommerce Sustainability Advisor

by haidong · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install ecommerce-sustainability-advisor
Description
Generate practical e-commerce sustainability improvement plans, packaging recommendations, claim-risk cautions, and phased action roadmaps for founders, oper...
README (SKILL.md)

E-commerce Sustainability Advisor

Overview

Use this skill to convert rough sustainability concerns into a practical action brief for an e-commerce business. It focuses on operational hotspots such as packaging, shipping, returns, sourcing, and environmental claims.

This MVP is operational and heuristic. It does not perform formal carbon accounting, scientific lifecycle assessment, or legal review. It uses built-in best-practice patterns to suggest pragmatic next steps and claim wording cautions.

Trigger

Use this skill when the user wants to:

  • find the biggest sustainability improvement opportunities in an e-commerce operation
  • reduce packaging waste or fulfillment impact
  • improve sustainability messaging without drifting into greenwashing
  • create a short-term and medium-term action roadmap
  • align brand, ops, and procurement teams around practical changes

Example prompts

  • "Review our packaging and sustainability claims for a home-goods brand"
  • "What are the biggest sustainability wins for our beauty e-commerce business?"
  • "We want to sound eco-friendly without making risky claims"
  • "Help me reduce returns and packaging waste in our fashion store"

Workflow

  1. Capture the product type, packaging details, fulfillment model, and claim language.
  2. Detect the highest-impact operational hotspots.
  3. Recommend near-term and medium-term changes that balance impact, feasibility, and customer expectations.
  4. Flag risky marketing language or unsupported environmental claims.
  5. Return a markdown roadmap with cautions and KPI ideas.

Inputs

The user can provide any mix of:

  • product category or business model
  • packaging materials and parcel profile
  • sourcing and fulfillment setup
  • shipping model and return patterns
  • environmental claims or marketing copy
  • cost or implementation constraints

Outputs

Return a markdown brief with:

  • executive summary
  • impact hotspots
  • 90-day action roadmap
  • claim wording cautions
  • KPI starter pack
  • assumptions and limitations

Safety

  • Do not claim scientific or legal certainty.
  • Treat claim-risk guidance as a caution, not a legal opinion.
  • Avoid unsupported carbon, biodegradability, or recyclability promises.
  • State clearly when recommendations rely on incomplete operational data.

Examples

Example 1

Input: home-goods brand using oversized boxes and vague green messaging.

Output: identify packaging as the biggest hotspot, recommend right-sizing and recycled-material pilots, and suggest safer wording.

Example 2

Input: fashion seller with high returns.

Output: highlight returns reduction, fit guidance, and packaging redesign as the main sustainability wins.

Acceptance Criteria

  • Return markdown text.
  • Identify at least 3 hotspots, cautions, or action areas.
  • Include both operational actions and communication-risk guidance.
  • Make it clear that the advice is directional and non-certified.
Usage Guidance
This skill is a small, local text-processing tool that generates heuristic sustainability briefs—it does not perform legal or certified carbon accounting. Before using in production: (1) avoid pasting sensitive credentials or private documents into prompts; (2) treat its recommendations as directional and have legal or LCA specialists review regulatory or carbon claims; and (3) if you plan to integrate it into automated workflows, add logging, input validation, and safeguards so outputs are not posted publicly without human review.
Capability Analysis
Type: OpenClaw Skill Name: ecommerce-sustainability-advisor Version: 1.0.0 The skill is a straightforward text-processing tool designed to provide sustainability advice for e-commerce businesses. The logic in handler.py uses simple keyword matching to identify operational hotspots and generate a markdown report, with no use of high-risk APIs, network access, or file system operations. The instructions in SKILL.md are well-defined and include appropriate safety warnings regarding the non-legal nature of the advice.
Capability Assessment
Purpose & Capability
Name, description, and included files (handler.py, SKILL.md, tests) all align: the skill analyzes user-provided text for sustainability hotspots and produces a roadmap. There are no unrelated binaries, env vars, or external services requested.
Instruction Scope
SKILL.md instructs the agent to capture product/packaging/claim details from user input and produce a markdown brief. The runtime instructions and the code operate only on supplied text; they do not read filesystem paths, environment secrets, or transmit data to external endpoints.
Install Mechanism
No install specification is provided (instruction-only skill with small local Python files). All code is self-contained; there are unit tests. No downloads, package installs, or extraction from remote URLs are present.
Credentials
The skill declares no required environment variables, credentials, or config paths. The code also does not access os.environ or request secrets.
Persistence & Privilege
always is false (not force-included). The skill does not modify other skills or system configuration. It can be invoked autonomously by the agent (normal platform behavior) but has no elevated persistence or privileged operations.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install ecommerce-sustainability-advisor
  3. After installation, invoke the skill by name or use /ecommerce-sustainability-advisor
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
ecommerce-sustainability-advisor v1.0.0 — Initial Release - Provides practical e-commerce sustainability improvement plans focused on packaging, fulfillment, returns, sourcing, and claims. - Converts rough user concerns into actionable briefs, highlighting high-impact operational hotspots. - Delivers near-term and medium-term action roadmaps, including packaging recommendations and KPI ideas. - Flags risky or unsupported environmental marketing claims and offers safer alternatives. - Designed for founders, operations leads, and brand teams without needing live carbon accounting or compliance tools.
Metadata
Slug ecommerce-sustainability-advisor
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Ecommerce Sustainability Advisor?

Generate practical e-commerce sustainability improvement plans, packaging recommendations, claim-risk cautions, and phased action roadmaps for founders, oper... It is an AI Agent Skill for Claude Code / OpenClaw, with 89 downloads so far.

How do I install Ecommerce Sustainability Advisor?

Run "/install ecommerce-sustainability-advisor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Ecommerce Sustainability Advisor free?

Yes, Ecommerce Sustainability Advisor is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Ecommerce Sustainability Advisor support?

Ecommerce Sustainability Advisor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Ecommerce Sustainability Advisor?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.

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