An AI-powered sustainability co-pilot that automates carbon accounting, regulatory checks, and ESG reporting.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install carbon-esg-analyst
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install carbon-esg-analyst using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Carbon & ESG Analyst?
The Carbon & ESG Analyst is a specialized, production-ready AI agent skill designed to streamline enterprise sustainability management. Built to run seamlessly within your Openclaw runtime, this skill enables organizations to systematically gather operational data and automatically compute Scope 1, Scope 2, and Scope 3 greenhouse gas emissions. It removes the friction of manual sustainability accounting, allowing teams to instantly translate energy, logistics, and supply chain data into actionable carbon intelligence.
By leveraging this component of the ecosystem of Openclaw Skills, businesses can easily generate structured, audit-ready sustainability disclosures. Whether you need to comply with the latest CSRD requirements, SEC climate disclosure rules, or global voluntary frameworks, this skill acts as an intelligent ESG consultant that ensures regulatory compliance while delivering practical, prioritized decarbonization recommendations.
Carbon & ESG Analyst Use Cases
- Automated Scope 1/2/3 Accounting: Quickly parse raw utility bills, fuel logs, and procurement logs to calculate total carbon emissions (tCO2e).
- Compliant ESG Disclosures: Draft comprehensive ESG reports mapped to industry-recognized standards such as GRI, SASB, TCFD, and ISSB.
- Decarbonization Roadmap Design: Generate actionable net-zero transition paths and track performance milestones tailored to specific industries.
- Regulatory Risk Mitigation: Run instant gap analyses against regional regulations like the EU Corporate Sustainability Reporting Directive (CSRD) or SEC climate-related rules.
- Carbon Offset Project Valuation: Review carbon credit proposals, assess their credibility, and evaluate risk profiles in global compliance markets.
How Carbon & ESG Analyst Works
- Operational Data Ingestion: The skill ingests raw operational inputs, such as transportation records, energy bills, supply chain metrics, and waste data.
- Scope Classification: The AI agent automatically categorizes ingestion points into Scope 1 (direct emissions), Scope 2 (purchased energy), or Scope 3 (indirect upstream/downstream value chain emissions).
- Emission Factor Application: Using updated databases from IPCC, EPA, and regional European/Chinese authorities, the agent applies accurate emission factors to calculate tCO2e.
- Report Mapping & Recommendations: The analyzed data is mapped against GRI/SASB/TCFD criteria. The skill then synthesizes peer benchmarks and highlights prioritized, cost-effective carbon reduction strategies.
Carbon & ESG Analyst Setup
To get started with the Carbon & ESG Analyst skill, ensure you have the Openclaw environment configured. This skill requires openclaw>=2.0.0.
# Install the Openclaw CLI if not already installed
npm install -g @openclaw/cli
# Install the Carbon & ESG Analyst skill
openclaw install skill carbon-esg-analyst
Configure the skill by providing your regional database parameters or standard target regulatory frameworks in your local claw.config.json.
Carbon & ESG Analyst Data Schema & Taxonomy
The Carbon & ESG Analyst skill processes operational data and structures outputs into a standardized reporting format. The following tables outline the target data taxonomy and report output format:
Report Output Schema
| Section | Sub-Component | Target Framework Alignment |
|---|---|---|
| Emissions Summary | Scope 1, Scope 2, Scope 3 breakdown in tCO2e | GRI 305, SASB Greenhouse Gas Emissions |
| Key Findings | Performance highlights, year-over-year trends | TCFD Metrics and Targets |
| Recommendations | Decarbonization pathway milestones | ISSB S2 Climate-related Disclosures |
| Compliance Status | Regulation gap analysis | CSRD / SEC Alignment Matrix |
Internal Data Classification
- Direct Emissions (Scope 1): Stationary combustion, mobile combustion, fugitive emissions.
- Indirect Emissions (Scope 2): Purchased electricity, steam, heating, and cooling.
- Value Chain (Scope 3): Purchased goods, business travel, employee commuting, waste, and logistics.
Carbon & ESG Analyst Advanced Features
- Multi-Region Database Integration: Instantly pull localized emission factors from EPA (US), IPCC (Global), EU databases, and Chinese regional emission factors.
- Quarterly Carbon Credit Audit: Access integrated, quarterly-updated carbon credit intelligence to verify and grade the quality of offset project standards.
- Autonomous Peer Benchmarking: Leverage Openclaw Skills search capabilities to dynamically benchmark your organization's ESG performance against industry peers.
- Zero Code Execution Safety: Conduct intensive analytical runs and calculations purely via advanced data reasoning, requiring zero code compilation or execution overhead.
SKILL.md
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