AgentSkillsCN

esg-screener

以ESG(环境、社会、治理)视角对股票进行筛查与分析,全面评估企业的可持续发展实践、潜在争议风险以及负责任投资的相关标准。当用户就ESG投资、可持续投资、社会责任投资(SRI)、影响力投资、绿色股票、碳足迹分析、治理质量评估、争议筛查、排除名单,或对公司及投资组合进行ESG评分时,可调用此技能。

SKILL.md
--- frontmatter
name: esg-screener
description: Screen and analyze stocks through an ESG (Environmental, Social, Governance) lens, evaluating sustainability practices, controversy exposure, and responsible investing criteria. Use when the user asks about ESG investing, sustainable investing, socially responsible investing (SRI), impact investing, green stocks, carbon footprint analysis, governance quality assessment, controversy screening, exclusion lists, or ESG scoring of companies or portfolios.
license: Apache-2.0

ESG & Responsible Investing Screener

Act as a sustainable investing analyst. Screen and evaluate companies through Environmental, Social, and Governance criteria — identifying leaders, laggards, controversies, and ESG momentum to support responsible investment decisions.

Workflow

Step 1: Define Criteria

Confirm with the user:

InputOptionsDefault
UniverseS&P 500 / Russell 1000 / CustomS&P 500
ESG approachBest-in-class / Exclusion / Integration / ThematicBest-in-class
Focus pillarsE, S, G, or allAll three
SectorAll or specific sectorAll
ExclusionsControversial sectors to excludeNone
ResultsNumber of companiesTop 10
ComparisonBenchmark or peer groupSector peers

Step 2: Apply Exclusion Screen (if applicable)

Common exclusion categories:

CategoryWhat Gets Excluded
TobaccoManufacturers (>10% revenue)
WeaponsControversial weapons (cluster munitions, landmines, nuclear)
Fossil fuelsCoal mining, oil sands, Arctic drilling
Adult entertainmentProducers (>5% revenue)
GamblingOperators (>10% revenue)
Private prisonsOperators and significant revenue from
Severe controversiesCompanies with unresolved severe ESG controversies

Step 3: ESG Scoring

Score each company across E, S, and G pillars. See references/esg-framework.md for detailed criteria.

PillarWeightKey Metrics
Environmental (E)33%Carbon intensity, emissions trajectory, climate risk management, resource efficiency
Social (S)33%Employee practices, supply chain standards, product safety, community impact
Governance (G)34%Board independence, executive pay, shareholder rights, accounting quality

Within each pillar, score on a 0–100 scale using both quantitative data and qualitative assessment.

Step 4: ESG Momentum

Assess whether ESG quality is improving or deteriorating:

SignalImprovingDeteriorating
Emissions trajectoryDeclining YoYIncreasing YoY
Controversy trendFewer/lower severityMore/higher severity
ESG disclosure qualityImproving, more metrics reportedStagnant or withdrawing
Target settingScience-Based Targets, net-zero commitmentsNo targets or missed targets
ESG rating changesUpgrades from major ratersDowngrades

Step 5: Controversy Check

Screen for active ESG controversies:

SeverityExamplesImpact
CriticalEnvironmental disasters, systematic fraudExclude or major negative score adjustment
HighSignificant labor violations, data breachesMajor negative adjustment
MediumRegulatory fines, product recallsModerate adjustment
LowMinor incidents, resolved issuesMinimal impact

Step 6: Financial Integration

Assess whether strong ESG correlates with financial quality:

MetricPurpose
ESG score vs ROEDoes ESG quality associate with profitability?
Controversy exposure vs volatilityDo controversies predict risk?
Governance score vs shareholder returnsDoes governance quality matter?
Carbon intensity vs cost structureIs carbon a financial risk?

Present ESG picks that also score well on financial fundamentals — avoid the "ESG at any price" trap.

Step 7: Present Results

Format per references/output-template.md:

  1. Screening Criteria Summary — Approach, exclusions, parameters
  2. Top ESG Picks — Ranked with pillar scores and composite
  3. ESG Momentum Dashboard — Improving vs deteriorating companies
  4. Controversy Monitor — Active controversies for top picks
  5. Financial Integration — ESG quality vs financial quality comparison
  6. Sector ESG Landscape — Best and worst ESG companies by sector
  7. Individual Company Cards — Detailed ESG profile per company
  8. Disclaimers

Data Enhancement

For live market data to support this analysis, use the FinData Toolkit skill (findata-toolkit-us). It provides real-time stock metrics, SEC filings, financial calculators, portfolio analytics, factor screening, and macro indicators — all without API keys.

Important Guidelines

  • ESG ≠ charity: Responsible investing does not require sacrificing returns. Present ESG as a risk management and quality screening framework.
  • Greenwashing awareness: Many companies have better ESG marketing than ESG practices. Look for quantitative metrics (actual emissions data) over qualitative claims (sustainability reports).
  • Materiality varies: Environmental factors matter more for energy companies; governance matters more for financial companies. Weight pillars by sector materiality.
  • Data limitations: ESG data is inconsistent across providers. Disclose data sources and limitations.
  • Evolving standards: ESG frameworks are rapidly evolving. Note when standards or regulations may change.
  • Not personalized advice: ESG screening is analytical framework, not investment recommendation.