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ESG Sustainability Analyzer
by
ai-gaoqian
· GitHub ↗
· v1.0.0
· MIT-0
34
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Install in OpenClaw
/install gaoqian-esg-sustainability-analyzer
Description
Enterprise ESG and sustainability analysis skill. Generates ESG reports with carbon footprint calculation, regulatory compliance checks across GRI/CSRD/ISSB...
README (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
Usage Guidance
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install gaoqian-esg-sustainability-analyzer - After installation, invoke the skill by name or use
/gaoqian-esg-sustainability-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is ESG Sustainability Analyzer?
Enterprise ESG and sustainability analysis skill. Generates ESG reports with carbon footprint calculation, regulatory compliance checks across GRI/CSRD/ISSB... It is an AI Agent Skill for Claude Code / OpenClaw, with 34 downloads so far.
How do I install ESG Sustainability Analyzer?
Run "/install gaoqian-esg-sustainability-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is ESG Sustainability Analyzer free?
Yes, ESG Sustainability Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does ESG Sustainability Analyzer support?
ESG Sustainability Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created ESG Sustainability Analyzer?
It is built and maintained by ai-gaoqian (@ai-gaoqian); the current version is v1.0.0.
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