供应链与可持续发展 · 技能案例
SupplyChainEsgSkill
自动整合供应商评级、排放数据与法规要求,输出 ESG 摘要、整改计划与董事会简报提纲,帮助供应链与可持续团队建立持续监督机制。
Skill 结构概览
- 指令层:定义 ESG 报告章节、指标解释与治理建议格式。
- 资源层:包含法规摘要、行业基准、供应商政策与整改模板。
- 工具层:脚本聚合评分表与排放数据,生成指标矩阵与建议。
推荐资源
- data/supplier_scores.csv —— 供应商评分与风险等级。
- data/emission_inventory.csv —— 排放数据明细。
- scripts/esg_report.py —— 生成 ESG 摘要与建议的脚本。
示例 SKILL.md 片段
---
name: SupplyChainEsgSkill
description: >
Produce supply chain ESG digests by combining supplier scores, emission data, and policy templates.
version: 1.0.1
visibility: organization
tags:
- supply-chain
- esg
- sustainability
entrypoint:
command: generate_esg_brief
label: Assemble supply chain ESG brief
---
## When Claude should load this skill
- Run ahead of ESG steering committees, board updates, or supplier risk reviews requiring sustainability context.
- Use when teams must merge scorecards, emissions inventory, and remediation plans into one deliverable.
## Core workflow
1. Review `instructions/esg-briefing.md` for scoring thresholds, disclosure requirements, and stakeholder messaging.
2. Execute `python scripts/esg_report.py` to emit `ESG_SUMMARY` and `SUPPLIER_MATRIX` with high-risk vendor signals.
3. Populate `templates/esg-actions.md` with prioritized interventions, timelines, and procurement owners.
## Linked resources
- `data/supplier_scores.csv` — Third-party or internal supplier ESG ratings with category breakdowns.
- `data/emission_inventory.csv` — Scope 1-3 emissions data by supplier, commodity, and reporting period.
- `instructions/esg-briefing.md` — Narrative structure, compliance notes, and disclosure language.
- `templates/esg-actions.md` — Action plan framework for presenting commitments and mitigations.
- `docs/regional-regulations.md` — Optional reference of jurisdiction-specific ESG reporting rules.
esg_report.py 样例
import pandas as pd
suppliers = pd.read_csv("data/supplier_scores.csv")
emissions = pd.read_csv("data/emission_inventory.csv")
top_risk = suppliers.sort_values("risk_score", ascending=False).head(5)
combined = suppliers.merge(emissions, on="supplier_id", how="left")
summary = {
"high_risk_suppliers": top_risk[["supplier_name", "risk_score", "region"]].to_dict("records"),
"total_emission": float(emissions["co2e"].sum()),
}
print("ESG_SUMMARY=", summary)
print("SUPPLIER_MATRIX=", combined.to_dict("records")[:10])
1
上线流程
覆盖供应链、可持续与财务团队的协作。
步骤 1: 整理供应商与排放数据源,建立更新频率与权限控制。
步骤 2: 设置指标阈值与治理建议模板,确保输出满足监管要求。
步骤 3: 将技能输出接入月度 ESG 例会与董事会材料准备流程。
成功指标建议
-50%
报告准备时间
+25%
供应商整改完成率
100%
关键指标覆盖率