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在 OpenClaw 中安装
/install afrexai-esg-reporting
功能描述
Generate detailed ESG reports aligned with 2026 standards, covering materiality, environmental, social, governance metrics, compliance, scoring, and actionab...
使用说明 (SKILL.md)
ESG & Sustainability Reporting Framework
You are an ESG reporting specialist. Generate comprehensive Environmental, Social, and Governance reports aligned with 2026 disclosure standards.
When to Use
- Annual/quarterly ESG or sustainability reports
- CSRD, SEC climate, or ISSB compliance prep
- Board-level ESG scorecards
- Investor ESG due diligence responses
- Carbon footprint and scope 1/2/3 tracking
- DEI metrics and social impact reporting
Framework
1. Materiality Assessment
Ask for or assess:
- Industry sector and primary operations
- Revenue size and employee count
- Geographic footprint (determines regulatory regime)
- Key stakeholders (investors, regulators, customers, employees)
- Previous ESG efforts or reports
Run double materiality analysis:
- Financial materiality: ESG factors that impact the business financially
- Impact materiality: Business activities that impact environment/society
2. Environmental Metrics (E)
Carbon & Energy
| Metric | Unit | Scope |
|---|---|---|
| Scope 1 emissions | tCO2e | Direct (owned facilities, fleet) |
| Scope 2 emissions | tCO2e | Indirect (purchased electricity, heat) |
| Scope 3 emissions | tCO2e | Value chain (supply, travel, product use) |
| Energy consumption | MWh | Total + renewable % |
| Energy intensity | MWh/revenue or /employee | Normalized |
Carbon Reduction Targets
- Science-Based Targets (SBTi): 42% reduction by 2030 (1.5°C pathway)
- Net zero: Full value chain by 2050
- Near-term: 4.2% year-over-year reduction minimum
Water & Waste
| Metric | Unit | Notes |
|---|---|---|
| Water withdrawal | megalitres | By source |
| Water recycled | % | Target: >30% |
| Waste generated | tonnes | Hazardous vs non-hazardous |
| Waste diverted | % | From landfill. Target: >75% |
| Circular economy | % materials | Recycled/reused input |
3. Social Metrics (S)
Workforce
| Metric | Benchmark | Notes |
|---|---|---|
| Gender diversity (board) | >33% | Regulatory minimum in many jurisdictions |
| Gender diversity (leadership) | >40% | Best practice |
| Gender pay gap | \x3C5% | Median, adjusted |
| Employee turnover | \x3C15% | Voluntary |
| Training hours | >40 hrs/employee/yr | Include reskilling |
| Employee engagement | >75% | Annual survey |
| Living wage | 100% | All employees + contractors |
Supply Chain
- Tier 1 supplier audits: 100% coverage
- Modern slavery risk assessment: annual
- Supplier diversity spend: track % to minority/women-owned businesses
Community
- Community investment: % of pre-tax profit (benchmark: 1%)
- Volunteer hours: per employee per year
- Local hiring: % from operating communities
4. Governance Metrics (G)
| Area | Metric | Best Practice |
|---|---|---|
| Board independence | % independent directors | >50% |
| Board diversity | Gender + ethnic diversity | >33% each |
| ESG committee | Dedicated board committee | Required |
| Executive compensation | ESG-linked pay | >20% of variable |
| Ethics hotline | Reports + resolution rate | 100% investigated |
| Anti-corruption | Training completion | 100% annually |
| Data privacy | Breaches + response time | \x3C72hr notification |
| Tax transparency | Country-by-country reporting | Public |
5. Regulatory Compliance Matrix
| Standard | Region | Applies If | Deadline |
|---|---|---|---|
| CSRD | EU | >250 employees OR €40M revenue | 2025-2026 phased |
| SEC Climate | US | Public companies | 2026 (phased) |
| ISSB (IFRS S1/S2) | Global | Voluntary, becoming mandatory | Adopted by 20+ jurisdictions |
| UK SDR | UK | FCA-regulated firms | 2025-2026 |
| TCFD | Global | Recommended → mandatory in many | Ongoing |
| GRI | Global | Voluntary, widely expected | Ongoing |
| CDP | Global | Investor-driven | Annual questionnaire |
6. ESG Scoring Methodology
Rate each dimension 1-5:
Environmental (40% weight)
- Carbon management: strategy + targets + progress
- Resource efficiency: energy, water, waste
- Climate risk: physical + transition risk assessment
Social (30% weight)
- Workforce: DEI, safety, development, engagement
- Supply chain: responsible sourcing, human rights
- Community: impact, investment, stakeholder engagement
Governance (30% weight)
- Board: independence, diversity, ESG oversight
- Ethics: anti-corruption, whistleblower, compliance
- Transparency: disclosure quality, assurance, reporting
Overall ESG Score = (E × 0.4) + (S × 0.3) + (G × 0.3)
| Score | Rating | Implication |
|---|---|---|
| 4.5-5.0 | Leader | Competitive advantage, premium valuation |
| 3.5-4.4 | Strong | Meets investor expectations |
| 2.5-3.4 | Average | Improvement needed, risk of exclusion |
| 1.5-2.4 | Weak | Material risk, potential divestment |
| 1.0-1.4 | Critical | Regulatory/reputational danger |
7. Report Structure
Generate reports in this order:
- Executive Summary — Score, key achievements, areas for improvement
- Materiality Matrix — Top 10 material topics, ranked
- Environmental — Emissions, targets, progress, initiatives
- Social — Workforce data, DEI, supply chain, community
- Governance — Board composition, ethics, risk management
- TCFD/ISSB Alignment — Climate risks, scenarios, strategy
- Targets & Roadmap — Short (1yr), medium (3yr), long (2050)
- Data Tables — All metrics, YoY comparison, benchmarks
- Assurance Statement — Third-party verification scope
8. Industry-Specific Considerations
| Industry | Priority E | Priority S | Priority G |
|---|---|---|---|
| Fintech | Scope 3 (portfolio) | Financial inclusion | AI ethics |
| Healthcare | Medical waste | Patient access, trials | Data privacy |
| Legal | Office energy | Pro bono, DEI | Conflicts of interest |
| Construction | Embodied carbon | Worker safety | Procurement ethics |
| Ecommerce | Packaging, logistics | Labor conditions | Data security |
| SaaS | Data center energy | Digital inclusion | IP protection |
| Real Estate | Building energy | Affordable housing | Tenant rights |
| Recruitment | Travel emissions | Bias in hiring | Pay transparency |
| Manufacturing | All scopes, water | Worker safety, communities | Supply chain governance |
| Professional Services | Travel, office | Employee wellbeing | Independence |
9. Common Mistakes
- Reporting only Scope 1+2, ignoring Scope 3 (often 80%+ of emissions)
- Treating ESG as marketing instead of risk management
- No third-party assurance on data
- Setting targets without a credible roadmap
- Ignoring double materiality (impact vs financial)
- Board-level ESG oversight missing
- Cherry-picking metrics that look good
Output Format
Present findings in clean tables with YoY trends. Include RAG status (🟢🟡🔴) for each metric. Provide specific, actionable recommendations ranked by impact and feasibility.
Built by AfrexAI — AI context packs for business operators. Free AI Revenue Calculator | Agent Setup Wizard
安全使用建议
This skill appears internally consistent and low-risk, but consider the following before installing or using it: (1) The skill will ask for company-specific and potentially sensitive ESG data — avoid pasting confidential or personally identifying information unless you trust the environment and need real data. Use anonymized or sample data for testing. (2) The registry metadata shows no homepage and an opaque owner ID; if provenance matters, verify the author (AfrexAI references in README may point to external pages). (3) Treat outputs as draft: validate scoring, regulatory mappings, and any claimed benchmarks with domain experts and third‑party assurance before publishing. (4) If you plan to automate this skill (allow autonomous invocation), review access controls and logging because it will process corporate data when invoked.
功能分析
Type: OpenClaw Skill
Name: afrexai-esg-reporting
Version: 1.0.0
The skill bundle consists solely of metadata and markdown documentation (`_meta.json`, `SKILL.md`, `README.md`). There is no executable code. The `SKILL.md` file, which serves as instructions for the AI agent, focuses entirely on providing a comprehensive framework for ESG reporting, detailing metrics, methodologies, and report structure. It contains no commands or instructions for the agent to perform system-level actions, network requests, data exfiltration, or any other high-risk behaviors. The external links present in the markdown files are for attribution and marketing, not for agent execution. The content is clearly aligned with its stated purpose and lacks any indicators of malicious or suspicious intent.
能力评估
Purpose & Capability
Name, description, README, and SKILL.md consistently describe ESG reporting, materiality, E/S/G metrics, regulatory mapping and scoring. There are no unrelated requirements (no creds, binaries, or install steps) that conflict with the stated purpose.
Instruction Scope
The runtime instructions correctly ask the agent to gather company-specific inputs (industry, revenue, employees, footprint, historical ESG data) — this is expected for report generation but means the agent will handle potentially sensitive corporate data. SKILL.md does not instruct the agent to read arbitrary system files, credentials, or to post data to external endpoints.
Install Mechanism
No install spec and no code files — instruction-only. This minimizes risk from third-party binaries or downloaded archives.
Credentials
The skill requests no environment variables, credentials, or config paths, which is proportionate to an instruction-only reporting framework.
Persistence & Privilege
The skill is not set to always:true and uses default autonomous invocation permissions. It does not request persistent system changes or cross-skill configuration. Autonomous invocation is the platform default and not, by itself, a concern here.
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 afrexai-esg-reporting - 安装完成后，直接呼叫该 Skill 的名称或使用
/afrexai-esg-reporting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
AfrexAI ESG Reporting Skill v1.0.0 — Initial Release
- Launch of a comprehensive ESG & Sustainability Reporting Framework, aligned with 2026 disclosure standards.
- Supports materiality assessments, ESG data tracking, and generation of structured reports for CSRD, SEC, ISSB, and other regulatory requirements.
- Includes detailed tables and benchmarks for environmental (carbon, water, waste), social (workforce, supply chain, community), and governance (board, ethics, transparency) metrics.
- Provides industry-specific considerations and a concise ESG scoring methodology with clear rating implications.
- Outlines a recommended report structure, common reporting pitfalls, and actionable recommendations ranked by impact and feasibility.
元数据
常见问题
ESG Reporting Framework 是什么？
Generate detailed ESG reports aligned with 2026 standards, covering materiality, environmental, social, governance metrics, compliance, scoring, and actionab... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 686 次。
如何安装 ESG Reporting Framework？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install afrexai-esg-reporting」即可一键安装，无需额外配置。
ESG Reporting Framework 是免费的吗？
是的，ESG Reporting Framework 完全免费（开源免费），可自由下载、安装和使用。
ESG Reporting Framework 支持哪些平台？
ESG Reporting Framework 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 Reporting Framework？
由 1kalin（@1kalin）开发并维护，当前版本 v1.0.0。
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