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npx skills add octagonai/skills --skill earnings-analyst-questions
Identify key themes and concerns raised by analysts during earnings calls, including specific analyst attribution and topic categorization.
npx skills add octagonai/skills --skill earnings-analyst-questions
Identify and analyze the key themes, concerns, and questions raised by analysts during earnings calls, with specific analyst attribution and topic categorization.
Ensure Octagon MCP is configured. See references/mcp-setup.md for installation instructions.
Use the Octagon MCP to identify analyst questions and concerns:
Focus on specific aspects of analyst questions:
The skill returns structured analyst question analysis including:
| Component | Description |
|---|---|
| Key Themes | Major topics raised by analysts |
| Analyst Attribution | Which analyst asked which question |
| Concern Categories | Grouped by topic area |
| Management Response | How questions were addressed |
| Follow-up Questions | AI-generated questions for deeper research |
| Source Citations | Transcript page references |
Analysts highlighted several critical topics during Tesla's latest earnings call, as documented in the TSLA_Q22025 transcript:
Key Analyst Questions
Robotaxi Business Funding – Analysts questioned how Tesla plans to finance the costs of scaling its robotaxi initiative, specifically whether it will rely on auto business cash flows or alternative funding sources [Dan Meir Levy]
Full Self-Driving (FSD) Revenue Potential – Interest focused on trends and monetization strategies for FSD subscriptions [Mark Trevor Delaney]
Megapack Sales Impact – The elimination of tax credits for solar projects raised concerns about its effect on Tesla's Megapack sales pipeline
Incentive Loss and Autonomy Challenges – Analysts warned of potential rough quarters due to the loss of U.S. incentives and the early-stage risks of autonomy development [Elon Musk]
Lower-Cost Model Details – Requests for more information on production timelines and cost-saving strategies for Tesla's upcoming lower-cost vehicle [Lars Moravy]
Follow-up Questions
Source: TSLA_Q22025, Page: 5
| Category | Example Questions |
|---|---|
| Revenue | Segment growth, pricing, demand |
| Margins | Cost structure, pricing power |
| Guidance | Outlook clarification, assumptions |
| Capital | Allocation, returns, leverage |
| Category | Example Questions |
|---|---|
| Growth Initiatives | New products, markets, investments |
| Competitive | Market share, differentiation |
| M&A | Deal pipeline, integration |
| Technology | R&D, innovation, roadmap |
| Category | Example Questions |
|---|---|
| Execution | Production, capacity, efficiency |
| Supply Chain | Sourcing, costs, risks |
| Workforce | Hiring, retention, costs |
| Geographic | Regional performance, expansion |
| Category | Example Questions |
|---|---|
| Regulatory | Policy changes, compliance |
| Macro | Economic sensitivity, cycles |
| Competitive | Market threats, disruption |
| Execution | Delivery, timeline risks |
| Analyst Type | Typical Focus |
|---|---|
| Sell-side (Bulge Bracket) | Broad coverage, key themes |
| Sell-side (Boutique) | Sector expertise, detailed |
| Buy-side | Specific thesis questions |
| Independent | Alternative perspectives |
| Pattern | Interpretation |
|---|---|
| Same analyst, same topic | Persistent concern |
| Multiple analysts, same topic | Widespread concern |
| New topic raised | Emerging issue |
| Detailed follow-up | Dissatisfied with response |
| Metric | Interpretation |
|---|---|
| Number of questions | Topic priority |
| Number of follow-ups | Incomplete answers |
| Analyst seniority | Credibility weight |
| Time spent | Management engagement |
| Topic | Questions | Follow-ups | Intensity |
|---|---|---|---|
| FSD Revenue | 3 | 2 | High |
| Margins | 2 | 1 | Medium |
| CapEx | 1 | 0 | Low |
| Severity | Indicators |
|---|---|
| Critical | Multiple analysts, pushback, unresolved |
| High | Several questions, detailed probing |
| Medium | Standard questions, adequate response |
| Low | Single mention, brief discussion |
| Status | Description |
|---|---|
| Resolved | Clear, specific answer provided |
| Partially Resolved | Some detail, gaps remain |
| Deflected | Redirected, not directly answered |
| Unresolved | Avoided, promised future update |
| Topic | Q1 | Q2 | Q3 | Q4 | Trend |
|---|---|---|---|---|---|
| FSD | 1 | 2 | 3 | 4 | Rising |
| Margins | 3 | 2 | 2 | 1 | Declining |
| China | 2 | 3 | 2 | 2 | Stable |
| Type | What It Means |
|---|---|
| New topic | Emerging concern or opportunity |
| Recurring topic | Persistent issue |
| Dropped topic | Resolved or no longer relevant |
| Intensifying | Growing importance |
| Skill | Combined Analysis |
|---|---|
| earnings-qa-analysis | Questions + management responses |
| earnings-call-analysis | Full context + analyst focus |
| price-target-consensus | Analyst concerns vs. targets |
| stock-grades | Questions aligned with ratings |
| stock-price-change | Question impact on price |
Track Analyst Names: Note who asks what repeatedly
Count Question Frequency: More questions = higher priority
Watch for Pushback: Analysts pressing = important issue
Note Unanswered Questions: What's management avoiding?
Compare to Peers: Are same questions asked of competitors?
Pre-Earnings Prediction: Anticipate topics based on history
See references/interpreting-results.md for detailed guidance on analyzing analyst questions.
Identify key themes and concerns raised by analysts during TSLA's latest earnings call.