earnings-preview-beta
Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.
Best for equity research analystsWorks with GitHub
⌘source
- author
@anthropics- language
- Python
★11kstars
1.5kforks
May 6, 2026
✦overview.md
Key Features
- ·Generates professional HTML earnings preview report
- ·Uses only Kensho Grounding and S&P Global MCP
- ·No external web search allowed
- ·Dense with figures and data
- ·Targets 4-5 printed pages
Use Cases
- →Generating a single-company earnings preview for investment research
- →Creating a standardized report template for quarterly earnings
- →Quickly compiling financial data from approved sources
Best for
- ✓equity research analysts
- ✓financial reporting teams
Not ideal for
- !companies without coverage in Kensho or S&P Global
- !scenarios requiring real-time web data
FAQs
name
earnings-preview-single
description
Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.
Single-Company Earnings Preview
Generate a concise, professional equity research earnings preview for a single company. The output is a self-contained HTML file targeting 4-5 printed pages. The report is dense with figures and data, with tight narrative that gets straight to the point.
Data Sources (ZERO EXCEPTIONS): The ONLY permitted data sources are Kensho Grounding MCP (search) and S&P Global MCP (kfinance). Absolutely NO other tools, data sources, or web access of any kind. Specifically:
- Do NOT use
WebSearch,WebFetch,web_search,brave_search,google_search, or ANY generic web/internet search tool — even if Kensho is slow, returns no results, or is temporarily unavailable. - Do NOT use any browser, URL fetch, or web scraping tool.
- If Kensho Grounding returns no results for a query, try rephrasing the query or note "data not available" in the report. NEVER fall back to web search as an alternative.
- Every piece of information in the report must be traceable to either a
kfinanceMCP function call or a Kenshosearchcall. If it cannot be sourced to one of these two, it must not appear in the report.
$install
1-click copynpx skills add anthropics/financial-services --skill earnings-preview-betaSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
4/ 5
very goodClear and well structured, with only minor parts that might need a second read.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
4/ 5
highMostly actionable with clear steps; only a few small gaps remain.