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ESG Sustainability Analyzer
作者
ai-gaoqian
· GitHub ↗
· v1.0.0
· MIT-0
34
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install gaoqian-esg-sustainability-analyzer
功能描述
Enterprise ESG and sustainability analysis skill. Generates ESG reports with carbon footprint calculation, regulatory compliance checks across GRI/CSRD/ISSB...
使用说明 (SKILL.md)
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
安全使用建议
Use this skill only with ESG data you are authorized to process. Prefer public filings or redacted documents, avoid unnecessary personal or confidential business data, and independently verify regulatory conclusions because reporting frameworks and climate disclosure rules change over time.
能力评估
Purpose & Capability
The stated purpose is ESG and sustainability reporting, and the instructions consistently focus on collecting ESG disclosures, calculating emissions, checking reporting frameworks, benchmarking peers, and producing a report.
Instruction Scope
The skill asks agents to use uploaded documents, public filings, data files, or URLs; that is aligned with ESG analysis, but the artifact does not include explicit privacy or authorization guidance for confidential business or employee data.
Install Mechanism
The artifact contains only SKILL.md markdown instructions and metadata. There are no scripts, install hooks, package commands, obfuscated files, or executable components.
Credentials
Company disclosures, emissions data, employee metrics, supplier information, and governance materials are proportionate to the ESG purpose, but some inputs may be sensitive and should be minimized or redacted.
Persistence & Privilege
No persistence, background execution, privilege escalation, credential access, local profile access, destructive actions, or external exfiltration behavior appears in the artifacts.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install gaoqian-esg-sustainability-analyzer - 安装完成后，直接呼叫该 Skill 的名称或使用
/gaoqian-esg-sustainability-analyzer触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of ESG Sustainability Analyzer.
- Generate comprehensive ESG reports with automated carbon footprint calculation.
- Check company compliance across major frameworks: GRI, CSRD, ISSB, SEC, and TCFD.
- Score and evaluate supply chain sustainability and social/governance practices.
- Benchmark ESG performance against industry peers.
- Export reports in structured markdown, supporting PDF with charts and infographics.
元数据
常见问题
ESG Sustainability Analyzer 是什么？
Enterprise ESG and sustainability analysis skill. Generates ESG reports with carbon footprint calculation, regulatory compliance checks across GRI/CSRD/ISSB... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 34 次。
如何安装 ESG Sustainability Analyzer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install gaoqian-esg-sustainability-analyzer」即可一键安装，无需额外配置。
ESG Sustainability Analyzer 是免费的吗？
是的，ESG Sustainability Analyzer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
ESG Sustainability Analyzer 支持哪些平台？
ESG Sustainability Analyzer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 ESG Sustainability Analyzer？
由 ai-gaoqian（@ai-gaoqian）开发并维护，当前版本 v1.0.0。
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