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Carbon ESG Analyst

by ai-gaoqian · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install 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 standar...
README (SKILL.md)

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
Usage Guidance
Before installing, treat this as an analytical drafting aid rather than authoritative legal or compliance advice. Review any company data you provide, and verify emission factors, regulatory claims, and carbon-credit recommendations against current official sources.
Capability Assessment
Purpose & Capability
The stated purpose and instructions are coherent: carbon accounting, ESG report drafting, regulatory gap checks, offset review, and benchmarking all align with the advertised skill.
Instruction Scope
The skill asks the agent to gather company energy, transportation, supply chain, and waste data, which may be sensitive business information, but that access is expected for carbon accounting and no external sharing is instructed.
Install Mechanism
The package contains only a markdown SKILL.md file; metadata reports no executable scripts, no API key requirement, and no clawpack URL.
Credentials
The artifact says no code execution is required and does not request shell commands, local indexing, credentials, browser/session access, or network-based automation.
Persistence & Privilege
No persistence, background workers, privilege escalation, file mutation, or long-running behavior is described.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install carbon-esg-analyst
  3. After installation, invoke the skill by name or use /carbon-esg-analyst
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Carbon & ESG Analyst skill. - Calculates Scope 1, 2, and 3 carbon emissions from operational data. - Generates ESG and sustainability reports aligned with GRI, SASB, and TCFD standards. - Provides decarbonization roadmap recommendations and milestone tracking. - Includes regulatory checks against CSRD, SEC, and ISSB requirements. - Offers carbon credit project evaluation and industry peer benchmarking.
Metadata
Slug carbon-esg-analyst
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Carbon ESG Analyst?

Carbon footprint calculation and ESG reporting assistant. Computes Scope 1/2/3 emissions, generates sustainability reports aligned with GRI/SASB/TCFD standar... It is an AI Agent Skill for Claude Code / OpenClaw, with 10 downloads so far.

How do I install Carbon ESG Analyst?

Run "/install carbon-esg-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Carbon ESG Analyst free?

Yes, Carbon ESG Analyst is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Carbon ESG Analyst support?

Carbon ESG Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Carbon ESG Analyst?

It is built and maintained by ai-gaoqian (@ai-gaoqian); the current version is v1.0.0.

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