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ESG Sustainability Analyst
by
ai-gaoqian
· GitHub ↗
· v1.0.0
· MIT-0
41
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Install in OpenClaw
/install esg-sustainability-analyst
Description
企业ESG报告生成与可持续发展评估技能。覆盖GRI/ISSB/SASB多标准框架，自动收集碳排放数据、生成合规报告，并提供减排路径建议。适用场景：企业ESG披露、投资者尽调、碳中和规划。
README (SKILL.md)
ESG Sustainability Analyst
核心能力
| 能力模块 | 功能描述 |
|---|---|
| 碳排放核算 | 基于GHG Protocol的Scope 1/2/3排放自动计算，支持多行业排放因子库 |
| ESG报告生成 | 一键生成符合GRI/ISSB/SASB/TCFD标准的ESG报告，包含数据可视化 |
| 合规检查 | 对标EU CSRD、SEC气候披露规则、中国ESG指引，发现差距并给出补齐建议 |
| 减排路径建议 | 基于行业基准的减排场景分析，推荐SBTi科学碳目标路径 |
| 供应链ESG评估 | 供应商ESG风险评分，支持Tier 1-3穿透分析 |
触发场景
- 企业准备年度ESG报告
- 投资者对被投企业进行ESG尽调
- 碳交易与碳中和规划
- 供应链可持续发展评估
- 评级机构（MSCI/Sustainalytics/CDP）评分提升
执行流程
- 数据收集：引导用户提供能耗、差旅、废弃物等关键数据，缺失项通过行业基准估算
- 核算阶段：按GHG Protocol分类计算碳排放，输出可审计的核算底稿
- 报告生成：根据用户指定框架生成结构化ESG报告，含KPI仪表板
- 差距分析：对标最新法规要求，标注高风险领域和合规时间线
- 改进建议：输出优先级排序的改进行动清单，含预期减排量和成本估算
输出格式
- ESG报告正文（Markdown/PDF）
- 碳排放核算底稿（CSV/Excel）
- KPI仪表板（表格式数据）
- 合规差距矩阵（表格）
- 改进路线图（时间轴+行动项）
注意事项
- 核算结果依赖用户提供数据质量，缺失数据使用行业均值并标注
- 不构成法律或审计意见，重大决策需咨询专业人士
- 排放因子库定期更新，建议每次使用时确认版本号
- 支持中英文双语输出
Usage Guidance
Before installing, consider whether you are comfortable giving the agent energy use, travel, waste, supplier, and ESG compliance data. Avoid pasting confidential company records unless the workspace and model/tool settings are approved for that use, and ask the agent to confirm before doing external research with sensitive context.
Capability Assessment
Purpose & Capability
The stated ESG reporting, carbon accounting, compliance comparison, and supplier-risk analysis capabilities fit the skill purpose; the note is that these workflows may involve sensitive operational or supplier data.
Instruction Scope
Runtime instructions are limited to guiding data collection, calculating emissions, generating reports, comparing compliance gaps, and making recommendations; no hidden role changes, broad local access, or unrelated actions were found.
Install Mechanism
The artifact contains a single SKILL.md file and no executable scripts, package installers, hooks, or background setup.
Credentials
Declared web_search and data_analysis are proportionate for current ESG standards, benchmarks, and report analysis, but external lookup boundaries are not described in detail.
Persistence & Privilege
No persistence, credential use, wallet/account access, local file indexing, privilege escalation, or long-running workers are present in the artifact.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install esg-sustainability-analyst - After installation, invoke the skill by name or use
/esg-sustainability-analyst - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of ESG Sustainability Analyst.
- 自动收集碳排放数据，支持GHG Protocol的Scope 1/2/3核算
- 一键生成符合GRI/ISSB/SASB/TCFD标准的ESG报告，并提供数据可视化
- 合规自查，覆盖EU CSRD、SEC气候披露与中国ESG指引，标注差距并给出建议
- 提供基于行业基准的减排路径及SBTi目标达成建议
- 供应链ESG风险分析与Tier 1-3供应商透视
- 多格式输出支持：Markdown/PDF报告、CSV/Excel碳核算、KPI仪表板等
Metadata
Frequently Asked Questions
What is ESG Sustainability Analyst?
企业ESG报告生成与可持续发展评估技能。覆盖GRI/ISSB/SASB多标准框架，自动收集碳排放数据、生成合规报告，并提供减排路径建议。适用场景：企业ESG披露、投资者尽调、碳中和规划。 It is an AI Agent Skill for Claude Code / OpenClaw, with 41 downloads so far.
How do I install ESG Sustainability Analyst?
Run "/install esg-sustainability-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is ESG Sustainability Analyst free?
Yes, ESG Sustainability Analyst is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does ESG Sustainability Analyst support?
ESG Sustainability Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created ESG Sustainability Analyst?
It is built and maintained by ai-gaoqian (@ai-gaoqian); the current version is v1.0.0.
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