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Summarize and analyze earnings calls (法說會) including financial highlights, management commentary, guidance, and analyst Q&A key takeaways. Use this skill when the user needs to digest an earnings call transcript, extract key financial data and forward guidance, compare actual results vs consensus estimates, or prepare for an investor meeting — even if they say 'summarize this earnings call', 'what did management say about next quarter', 'did they beat estimates', or 'key takeaways from the 法說會'.
npx skill4agent add asgard-ai-platform/skills fin-earnings-summaryIRON LAW: Separate Facts from Spin
Management presentations emphasize positives and downplay negatives.
Your job is to extract: (1) hard numbers, (2) forward guidance with
specificity level, and (3) what management DIDN'T say (notable omissions).
"Strong momentum" without numbers is spin.
"Revenue grew 15% to NT$2.3B" is a fact.| Section | Duration | What to Extract |
|---|---|---|
| Prepared Remarks | 15-20 min | Revenue, EPS, margins, key metrics — actual vs guidance vs consensus |
| Management Commentary | 10-15 min | Forward guidance, strategic initiatives, market outlook |
| Q&A | 20-30 min | What analysts are worried about (revealed by their questions), management's candor level |
| Metric | Actual | Consensus | Beat/Miss | YoY Change |
|---|---|---|---|---|
| Revenue | ${X} | ${X} | Beat/Miss by {%} | {%} |
| EPS | ${X} | ${X} | Beat/Miss by {%} | {%} |
| Gross Margin | {%} | {%} | ±{pp} | ±{pp} |
| Operating Margin | {%} | {%} | ±{pp} | ±{pp} |
| Metric | Guidance | Prior Guidance | Change | Specificity |
|---|---|---|---|---|
| Next Q Revenue | ${X}-${X} | ${X}-${X} | Raised/Maintained/Lowered | Specific/Vague |
| Full Year EPS | ${X}-${X} | ... | ... | ... |
# Earnings Summary: {Company} — {Quarter}
## Headline
{One sentence: beat/miss + most important takeaway}
## Financial Highlights
| Metric | Actual | Consensus | vs Consensus | YoY |
|--------|--------|----------|-------------|-----|
| Revenue | ... | ... | ... | ... |
| EPS | ... | ... | ... | ... |
## Forward Guidance
| Metric | New Guidance | Prior | Change |
|--------|------------|-------|--------|
| ... | ... | ... | Raised/Maintained/Lowered |
## Management Commentary (Key Points)
1. {key point with quote}
2. {key point}
## Q&A Highlights
- **Analyst concern**: {topic} → **Management response**: {summary}
- **Notable omission**: {what wasn't addressed}
## Market Reaction
- Post-earnings move: {+/-X%}
- Interpretation: {why the market reacted this way}
## Investment Implication
{What this means for the investment thesis — bullish/neutral/bearish signal}