Thematic Impact Mapping & Narrative Generation
Map corporate activities to ESG themes and generate investment-grade impact narratives
What You Can Do
You can extract thematic exposure from company disclosures and earnings calls, build impact scorecards that track progress against thematic KPIs, and generate investment committee memoranda that justify position sizing with rigorous narrative support. The skill identifies misalignment between corporate claims and material actions, quantifies portfolio concentration around thematic drivers, and creates audit trails for compliance and governance review.
Features
systematically identify and categorize corporate activities aligned to ESG themes (climate transition, circular economy, healthcare access, etc.)
create defensible scorecards tracking progress against thematic KPIs with weighted scoring methodology
articulate why companies matter for specific impact outcomes with evidence-based narratives
surface misalignment between corporate claims and material capital allocation or operational decisions
quantify exposure concentration across portfolio positions and identify diversification gaps
rank which thematic drivers matter most for each company and peer cohort
document methodology and evidence for investment committee review and regulatory requirements
compare company performance within themes to identify leaders, laggards, and transition opportunities
Example Output
Climate Transition Scorecard for Industrial Equipment Manufacturer:
| Thematic Driver | Evidence | Score | Notes |
|---|---|---|---|
| Clean Technology R&D | €240M annual spend (8% of revenue); 3 low-carbon product launches | 8/10 | Significant but concentrated in 2 product lines |
| Supply Chain Decarbonization | 45% of Scope 1+2 already audited; 2030 target set | 6/10 | Lagging Scope 3 (75% of footprint) |
| Capital Allocation Shift | €150M green bond issuance; CapEx 35% to transition tech | 7/10 | Credible but execution track record thin |
| Governance & Accountability | Exec comp 15% tied to ESG; new Chief Sustainability Officer | 7/10 | Recent addition; monitoring needed |
Investment Thesis: Medium confidence position for climate transition theme. Company shows authentic commitment through capital reallocation and governance change, but supply chain transition remains immature. Recommend: engagement roadmap on Scope 3, quarterly tracking of clean tech commercial adoption.
What's Included
- SKILL.md instruction file with thematic analysis methodology and frameworks:
- Impact Scorecard Template: Excel-ready with weighted KPI structure and scoring guidance
- Thematic Priority Mapping Checklist: structured prompts to extract exposure from company disclosures
- Investment Thesis Narrative Generator: templates for IC memos with evidence-based storytelling structure
- Peer Benchmarking Worksheet: comparative analysis template for identifying leaders and laggards within themes
- Portfolio Concentration Dashboard Reference: guidance on quantifying thematic exposure across holdings
Who It's For
- ESG/Impact Analysts — building thematic investment frameworks and conducting deep-dive company research
- Portfolio Managers — evaluating thematic alignment and justifying position sizing to investment committees
- Sustainability-Focused Investors — documenting impact narratives for fund reporting and stakeholder communication
- Engagement Specialists — prioritizing company dialogues and tracking progress against thematic roadmaps
- Impact Fund Managers — creating audit trails for regulatory compliance and impact measurement frameworks
Best For
- Thematic portfolio construction and rebalancing (climate, circular economy, healthcare access)
- Company research memoranda demonstrating authentic thematic exposure vs. greenwashing
- Investment committee presentations requiring impact justification and narrative support
- Peer benchmarking within ESG themes to identify relative performance and transition leaders
- Portfolio stress-testing and risk assessment around thematic disruption or policy changes
- Engagement strategy development and progress tracking against company commitments
- Impact fund reporting and regulatory disclosures (SFDR, taxonomy alignment, net-zero credibility)
You might also like
You can decompose complex investment theses into measurable components, stress-test narrative consistency against market scenarios, and identify logical gaps or metric blind spots before committing capital. This framework separates fundamental thesis soundness from market timing risk, helping you distinguish between theses that are broken versus theses that are correct but prematurely positioned.
by fission
You can rapidly assemble institutional-grade ESG and impact reports by integrating quantitative metrics, qualitative narratives, materiality assessments, and third-party validations across multiple frameworks (GRI, SASB, TCFD, ISSB, SDG). The skill reduces report production timelines from weeks to days while ensuring consistency, regulatory alignment, and stakeholder credibility—whether you're preparing standalone sustainability reports, due diligence data rooms, investor fact books, or fund impact disclosures.
by fission
You can rapidly value complex structured notes, convertibles, and equity-linked instruments by breaking them into vanilla bonds and embedded derivatives. The skill guides you through scenario analysis, sensitivity testing, and credit spread modeling to identify secondary market mispricings, calculate Greeks, and stress-test barrier knockouts or coupon adjustments. Output includes fair value estimates, comparable valuation matrices, and hedge recommendations defensible to traders and risk committees.
by fission
You can systematically evaluate real estate acquisition opportunities by inputting property financials, market data, and deal terms into a standardized framework. The skill analyzes cap rates, cash flow projections, market fundamentals, and risk factors to generate consistent, comparable metrics across multiple deals. This enables you to quickly identify investment-worthy opportunities versus deals that fail fundamental criteria, while documenting your investment thesis for compliance and portfolio tracking.
by fission
You'll architect backtesting systems that separate genuinely profitable strategies from curve-fitted fantasies. The skill guides you through modeling realistic market microstructure, accounting for transaction costs, detecting survivorship bias, and stress-testing strategies across regime changes. You'll implement walk-forward validation, out-of-sample testing, and Monte Carlo simulations to predict actual live performance and identify where backtest results diverge from real trading outcomes.
by fission
You can rapidly evaluate debt alternatives, model leverage metrics across financing scenarios, and stress-test capital structures against revenue decline and rising rate scenarios. The skill enables you to assess covenant headroom, compare debt instruments, and design debt paydown schedules aligned with deleveraging targets—producing analysis suitable for credit committees, lender discussions, and client board presentations.
by fission
You can systematically analyze option fair value against market quotes, assess Greeks exposure across multi-leg strategies, evaluate implied volatility term structures and skew patterns, and determine optimal hedge ratios for underlying exposures. This skill bridges theoretical pricing models with actionable trading decisions by incorporating market microstructure, counterparty credit considerations, and execution feasibility into your analysis.
by fission
You can rapidly decompose multi-year financial statements to distinguish between legitimate business performance and accounting manipulation or one-time distortions. This skill helps you identify suspicious patterns in working capital trends, revenue recognition timing, asset impairment practices, and cash flow divergence from reported profits—enabling you to validate investment theses with forensic rigor and reduce the risk of catastrophic research errors.
by fission