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Carbon ESG Analyst

基于用户提供的能耗、运输、供应链与废弃物数据,按 IPCC/EPA 等排放因子计算范围1/2/3 碳排放,映射 GRI/SASB/TCFD 指标生成 ESG 报告、合规差距分析与净零路线图建议;未包含排放因子库、计算脚本或样例数据。

ai-gaoqian
ai-gaoqian
热度 21.14
最近更新 2026-06-12 14:16:45
分类:数据依赖:纯提示词应用场景:报告撰写 / 市场分析 / 研究

安装技能

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执行命令安装此 skill: npx secure-skills-cli add carbon-esg-analyst
Metadata
name
Carbon & ESG Analyst
slug
carbon-esg-analyst
description
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.
version
1.0.0
author
ai-gaoqian
tags
["carbon","esg","sustainability","emissions","climate","reporting","gri","net-zero"]
metadata
{"openclaw":{"requires":"openclaw>=2.0.0"}}

Carbon & ESG Analyst - Sustainability Intelligence Skill

Core Capabilities

Capability Description
Carbon Accounting Calculate Scope 1, 2, and 3 emissions from operational data inputs
ESG Report Generator Generate structured sustainability reports per GRI, SASB, TCFD frameworks
Net-Zero Roadmap Create step-by-step decarbonization strategies with milestone tracking
Regulatory Check Cross-check disclosures against latest CSRD, SEC climate rules, ISSB standards
Carbon Credit Advisory Evaluate carbon offset projects and credit quality for compliance markets
Peer Benchmarking Compare 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