A structured AI agent workflow to screen physical and transition climate risks, assess financial materiality, and draft TCFD-aligned disclosure narratives.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install tcfd-climate-risk-screening
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install tcfd-climate-risk-screening using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is TCFD Climate Risk Screening?
The TCFD Climate Risk Screening skill enables AI agents to guide sustainability, finance, and risk teams through a comprehensive, structured climate risk assessment. By evaluating organization-specific assets and geographies against IPCC AR6 climate scenarios (1.5°C, 2°C, and 4°C), the skill ensures systematic coverage of both acute and chronic physical hazards.
In addition to physical risks, this skill identifies critical transition risks across policy, technology, market, and reputational dimensions. It helps organizations transition from raw operational data to a board-ready, four-pillar draft disclosure narrative aligned with major global standards like IFRS S2, UK TCFD, and CSRD ESRS E1.
TCFD Climate Risk Screening Use Cases
- Regulatory Compliance Preparation: Helping compliance and risk officers draft mandatory disclosures for IFRS S2, UK TCFD, or CSRD ESRS E1.
- Internal Risk Assessments: Assisting corporate sustainability leads in evaluating asset-level physical climate vulnerabilities and market transition risks.
- Board & Executive Reporting: Generating preliminary, qualitative scenario analysis documentation and financial materiality matrices for executive committee review.
- Data Gap Identification: Systematically flagging missing quantitative scenario models or unquantified Scope 1, 2, or 3 greenhouse gas inventories.
How TCFD Climate Risk Screening Works
- Context Gathering: The agent collects organizational data, including industry sector, geographic asset footprint, reporting frameworks, and defined time horizons.
- Physical Risk Screening: Evaluates exposure, materialization timelines, and impact areas across low, medium, and high emissions IPCC AR6 scenarios for acute and chronic hazards.
- Transition Risk Identification: Formulates a transition risk register across policy, legal, technology, market, and reputational dimensions, flagging high-priority issues.
- Scenario Analysis Documentation: Reviews existing quantitative modeling or generates a structured qualitative narrative while identifying data gaps.
- Financial Materiality Assessment: Evaluates the potential impact size and likelihood on financial lines, marking estimates as management assumptions.
- Disclosure Generation: Produces a comprehensive four-pillar disclosure narrative covering Governance, Strategy, Risk Management, and Metrics & Targets.
TCFD Climate Risk Screening Setup
To deploy this skill within your Openclaw Skills environment, add the skill definition to your agent's workspace configuration.
Ensure your agent has the necessary workspace permissions to write and log markdown files:
# Initialize or update your Openclaw agent workspace
openclaw skills install tcfd-climate-risk-screening
No external climate database API keys are required, as the workflow is designed to process user-supplied asset data and qualitative directional scenarios natively.
TCFD Climate Risk Screening Data Schema & Taxonomy
The skill generates and structures data across several matrices and narratives. The primary outputs follow this standard taxonomy:
Materiality Matrix Layout
| Risk | Scenario | Time Horizon | Financial Line Affected | Potential Impact Size | Likelihood | Material? |
|---|
Document Architecture
- Physical & Transition Registers: Labeled tables identifying hazard types, geographic exposure levels, and priority flags.
- Four-Pillar Prose: Section-blocked text drafts mapping explicitly to Governance, Strategy, Risk Management, and Metrics and Targets.
- Review Block: A mandatory, appended disclaimer specifying that all metrics are preliminary management estimates requiring CFO and qualified-advisor validation.
TCFD Climate Risk Screening Advanced Features
- Framework Alignment Hooks: Dynamically shifts evaluation prompts depending on whether the user selects IFRS S2, CSRD, or voluntary reporting paths.
- Priority Flagging Automation: Automatically escalates physical hazards with high exposure in medium/long horizons and transition risks with high likelihood in short/medium horizons.
- Cross-Skill Recommendations: Detects missing emissions data and dynamically prompts the integration of the greenhouse gas inventory tool (
ghg-corporate-inventory-drafter) to complete the Metrics & Targets pillar.
SKILL.md
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