ESG Sustainability Analyzer

该 Skill 面向企业 ESG 与可持续发展分析：从上传文档或公开披露中收集数据，按 GHG Protocol 计算范围 1/2/3 排放，对照 GRI、CSRD、ISSB、SEC 与 TCFD 核查合规缺口，评估社会与治理指标并对标同业，最终输出含评分、合规缺口与改进路线图的结构化报告。技能包本身不含数据源、脚本或接口配置。

ai-gaoqian

热度 16.02

最近更新 2026-06-12 18:21:01

分类：数据依赖：读写文件 / 内部调用大模型应用场景：报告撰写 / 数据处理 / 研究 / 市场分析

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add gaoqian-esg-sustainability-analyzer

Metadata

name: ESG Sustainability Analyzer
slug: esg-sustainability-analyzer
description: Enterprise ESG and sustainability analysis skill. Generates ESG reports with carbon footprint calculation, regulatory compliance checks across GRI/CSRD/ISSB frameworks, supply chain sustainability scoring, and peer benchmarking against industry leaders.
version: 1.0.0
author: ai-gaoqian
tags: ["esg","sustainability","carbon-footprint","compliance","corporate-governance"]
metadata: {"openclaw":{"requires":"python>=3.10, openclaw>=0.9.0"}}

ESG Sustainability Analyzer

Enterprise-grade Environmental, Social, and Governance (ESG) analysis skill. Helps organizations measure, report, and improve their sustainability performance across all three ESG pillars.

Usage

esg: analyze company [Company Name] for fiscal year 2025
esg: calculate carbon footprint from [data file or URL]
esg: check compliance with CSRD requirements
esg: benchmark against [Industry] peers
esg: generate sustainability report

Execution Flow

Data Collection — Gather company disclosures, emission data, energy usage, social metrics, governance policies from uploaded documents or public filings
Carbon Footprint — Calculate Scope 1/2/3 emissions using GHG Protocol methodology; identify emission hotspots
Regulatory Check — Cross-reference against CSRD (EU), ISSB (global), SEC climate rules (US), TCFD recommendations; flag gaps
Social Scoring — Evaluate diversity metrics, labor practices, community impact, human rights policies
Governance Audit — Board composition, executive compensation, shareholder rights, anti-corruption measures
Benchmarking — Compare scores against industry averages and top-quartile performers
Report Generation — Structured ESG report with scores, visualizations, compliance gaps, and improvement roadmap

Output Format

# ESG Sustainability Report: [Company Name]
**Reporting Period**: FY2025
**Framework**: GRI + CSRD + ISSB

## Overall ESG Score: 72/100 (Bronze)

### Environmental (E): 68/100
- Scope 1: 1,200 tCO2e
- Scope 2: 3,450 tCO2e
- Scope 3: 12,800 tCO2e (estimated)
- Energy Mix: 35% renewable

### Social (S): 75/100
- Gender Diversity: 38% women in leadership
- Employee Turnover: 12%
- Community Investment: $2.3M

### Governance (G): 73/100
- Independent Directors: 67%
- ESG Committee: Yes
- Whistleblower Policy: Yes

## Compliance Gaps
- CSRD: Missing double materiality assessment
- ISSB: Scope 3 disclosure incomplete

## Improvement Roadmap
1. Implement double materiality assessment (Q3 2026)
2. Increase renewable energy to 60% by 2027
3. ...

Notes

Data quality determines report accuracy; flag assumptions clearly
Regulatory frameworks are updated quarterly; check for latest versions
Benchmarking requires industry classification and peer selection
Supports PDF report export with charts and infographics