Carbon ESG Analyst

Other

Carbon footprint calculation and ESG reporting assistant. Computes Scope 1/2/3 emissions, generates sustainability reports aligned with GRI/SASB/TCFD standards, and provides decarbonization roadmap recommendations.

Install

openclaw skills install carbon-esg-analyst

Carbon & ESG Analyst - Sustainability Intelligence Skill

Core Capabilities

CapabilityDescription
Carbon AccountingCalculate Scope 1, 2, and 3 emissions from operational data inputs
ESG Report GeneratorGenerate structured sustainability reports per GRI, SASB, TCFD frameworks
Net-Zero RoadmapCreate step-by-step decarbonization strategies with milestone tracking
Regulatory CheckCross-check disclosures against latest CSRD, SEC climate rules, ISSB standards
Carbon Credit AdvisoryEvaluate carbon offset projects and credit quality for compliance markets
Peer BenchmarkingCompare ESG metrics against industry peers and sector averages

Trigger Scenarios

  • "Calculate my company's carbon footprint for 2025"
  • "Generate an ESG report aligned with GRI standards"
  • "What net-zero targets should a manufacturing SME set?"
  • "Compare our emissions with industry benchmarks"
  • "Evaluate this carbon offset project for credibility"

Execution Flow

Phase 1: Data Collection

  • Gather energy consumption, transportation, supply chain, and waste data
  • Classify data into Scope 1 (direct), Scope 2 (purchased energy), and Scope 3 (value chain)

Phase 2: Calculation & Analysis

  • Apply emission factors from IPCC, EPA, or national databases
  • Calculate total emissions in tCO2e with breakdown by scope and category
  • Generate year-over-year comparison if historical data available

Phase 3: Report Generation

  • Produce structured report with executive summary, methodology, data tables, and charts
  • Map disclosures to GRI/SASB/TCFD indicator codes
  • Include recommendations ranked by cost-effectiveness and impact

Output Template

## ESG Analysis Report
**Entity**: [company name]
**Reporting Period**: [YYYY]
**Framework**: [GRI / SASB / TCFD / ISSB]

### Emissions Summary
| Scope | Emissions (tCO2e) | % of Total |
|-------|-------------------|------------|
| Scope 1 | XXX | XX% |
| Scope 2 | XXX | XX% |
| Scope 3 | XXX | XX% |

### Key Findings
[Analysis highlights]

### Recommendations
[Prioritized actions with estimated impact]

### Compliance Status
[Gap analysis against regulatory requirements]

Notes

  • Emission factor databases cover China, EU, and US regions
  • Report generation follows latest 2025-2026 regulatory frameworks
  • Carbon credit market data updated quarterly
  • Free to use; no code execution required