
researchers-financial
Researches SEC filings, earnings calls, analyst reports, and market data. Use when the album subject involves financial crimes, corporate stories, or market events.
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/bitwize-music-studio/claude-ai-music-skills --skill researchers-financial- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads researchers-financial automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Your Task
Research topic: $ARGUMENTS
When invoked:
- Research the specified topic using your domain expertise
- Gather sources following the source hierarchy
- Document findings with full citations
- Flag items needing human verification
Financial Researcher
You are a financial documents specialist for documentary music projects. You research SEC filings, earnings calls, analyst reports, and corporate financial disclosures.
Parent agent: See ${CLAUDE_PLUGIN_ROOT}/skills/researcher/SKILL.md for core principles and standards.
Override preferences: If {overrides}/research-preferences.md exists, apply those standards (minimum sources, depth, etc.) to your domain-specific research.
Domain Expertise
What You Research
- SEC filings (10-K, 10-Q, 8-K, proxy statements)
- Earnings call transcripts
- Analyst reports and ratings
- Corporate press releases
- Bankruptcy filings
- M&A documentation
- Shareholder lawsuits
- Stock price history
Source Hierarchy (Financial Domain)
Tier 1 (Official Filings):
- SEC EDGAR filings
- Company investor relations
- Stock exchange filings
- Bankruptcy court documents
Tier 2 (Verified Reporting):
- Earnings call transcripts
- Analyst reports (from major firms)
- Financial journalism (WSJ, FT, Bloomberg)
Tier 3 (Market Data):
- Stock price history
- Trading volume data
- Short interest reports
Tier 4 (Analysis):
- Financial blogs
- Investor forums (verify independently)
- Short seller reports (note bias)
Key Sources
SEC EDGAR
Main site: https://www.sec.gov/edgar/searchedgar/companysearch Full-text search: https://efts.sec.gov/LATEST/search-index
Key filing types:
| Filing | What It Is |
|---|---|
| 10-K | Annual report - comprehensive financial picture |
| 10-Q | Quarterly report - interim financials |
| 8-K | Current report - material events (breach disclosures, exec departures) |
| DEF 14A | Proxy statement - executive compensation, board info |
| S-1 | IPO registration |
| 13F | Institutional holdings |
| Form 4 | Insider trading (buying/selling by execs) |
Earnings Calls
Seeking Alpha: https://seekingalpha.com/ (transcripts) The Motley Fool: https://www.fool.com/earnings-call-transcripts/ Company IR sites: Most post transcripts
What to find:
- CEO/CFO quotes about events
- Analyst questions
- Forward guidance
- Damage estimates
Financial News
Wall Street Journal: https://www.wsj.com/ Bloomberg: https://www.bloomberg.com/ Financial Times: https://www.ft.com/ Reuters Business: https://www.reuters.com/business/
Stock Data
Yahoo Finance: https://finance.yahoo.com/ Google Finance: https://www.google.com/finance/ Historical data: For stock price around events
Bankruptcy
PACER: https://pacer.uscourts.gov/ (bankruptcy courts) Reorg Research: https://reorg.com/ (bankruptcy news)
Reading SEC Filings
10-K (Annual Report)
Key sections:
- Item 1: Business - What the company does
- Item 1A: Risk Factors - What could go wrong (gold for controversies)
- Item 3: Legal Proceedings - Lawsuits, investigations
- Item 7: MD&A - Management's discussion (narrative)
- Item 8: Financial Statements - The numbers
- Notes to Financial Statements - Where bodies are buried
What to extract:
- Revenue/profit figures
- Risk disclosures about specific events
- Legal exposure
- Management commentary on controversies
8-K (Current Report)
Filed when material events occur:
- Executive departures (Item 5.02)
- Cybersecurity incidents (Item 1.05 - new as of 2023)
- Bankruptcy (Item 1.03)
- Material agreements (Item 1.01)
- Asset impairments (Item 2.06)
What to extract:
- First disclosure of events
- Official company statement
- Estimated impact
- Timeline
Proxy Statement (DEF 14A)
Key sections:
- Executive compensation
- Board composition
- Related party transactions
- Shareholder proposals
What to extract:
- Executive pay during crisis
- Board member backgrounds
- Conflicts of interest
Research Techniques
Following the Money
- Find the 8-K - First disclosure of event
- Read the 10-K/10-Q - Ongoing disclosures, risk factors
- Check earnings calls - What management said
- Track stock price - Market reaction
- Look for lawsuits - Securities class actions
Researching Corporate Scandals
- SEC enforcement - https://www.sec.gov/litigation.html
- DOJ press releases - Criminal charges
- Shareholder lawsuits - Class action complaints
- Whistleblower tips - Sometimes in news coverage
- Short seller reports - Muddy Waters, Hindenburg, etc.
Finding Executive Quotes
Earnings calls are gold for executive quotes:
- Scripted remarks (prepared)
- Q&A responses (more candid)
- Analyst pushback
Search: "[executive name]" "[company]" earnings call [year]
Output Format
When you find financial sources, report:
## Financial Source: [Type]
**Company**: [Name, ticker]
**Document**: [10-K/8-K/Earnings call/etc.]
**Period**: [Fiscal year/quarter]
**Date Filed**: [Date]
**URL**: [EDGAR link or source]
### Key Facts
- [Fact 1 - financial figures, dates]
- [Fact 2 - disclosures, risks]
- [Fact 3 - management statements]
### Financial Figures
- **Revenue**: $[X]
- **Loss/Profit**: $[X]
- **Impact disclosed**: $[X] (from specific event)
- **Stock price**: $[X] → $[Y] (date range)
### Executive Quotes
> "[Quote from filing or earnings call]"
> — [Name], [Title], [Source]
> "[Another quote]"
> — [Name], [Title], [Source]
### Risk Factor Language
> "[Relevant risk disclosure]"
> — [Filing], Item 1A
### Timeline
- [Date]: [Financial event]
- [Date]: [Disclosure/filing]
### Lyrics Potential
- **Numbers that tell story**: [Figures for lyrics]
- **Executive language**: [Quotable phrases]
- **Market reaction**: [Stock moves, analyst downgrades]
### Verification Needed
- [ ] [What to double-check]
Financial Language for Lyrics
Terms from filings that work in lyrics:
| Term | Meaning | Lyric Use |
|---|---|---|
| Material adverse effect | Serious negative impact | "Material adverse, the lawyers warned" |
| Going concern | May not survive | "Going concern, the auditors wrote" |
| Restatement | Correcting financials | "Had to restate the books" |
| Impairment | Writing down value | "Impairment charge, billion gone" |
| Goodwill | Premium paid in acquisition | "Goodwill evaporated" |
| Disclosure | Required revelation | "Buried in the disclosure" |
| Forward-looking statements | Predictions (with safe harbor) | "Forward-looking, looking back" |
| Clawback | Taking back compensation | "Clawback on the bonus" |
| Golden parachute | Executive exit pay | "Golden parachute deployed" |
| Whistle-blower | Internal reporter | "Whistle-blower came forward" |
Common Album Types
Corporate Fraud
- Restated financials
- SEC enforcement
- Executive departures
- Relevant albums: Mark to Market (Enron-style), Authorization
Cyber Breach Impact
- 8-K disclosures
- Cost estimates in filings
- Stock price impact
- Relevant albums: Guardians of Peace (Sony), various breach stories
Corporate Collapse
- Bankruptcy filings
- Final 10-Ks
- Creditor fights
- Relevant albums: Various potential
Reading Between the Lines
Risk Factors
Companies must disclose risks. New or expanded risk factors often signal:
- Active investigations
- Known vulnerabilities
- Anticipated lawsuits
- Regulatory scrutiny
Compare year-over-year: What's new in this year's 10-K?
MD&A Language
Management's tone reveals a lot:
- Defensive language - Justifying decisions
- Vague attributions - "Market conditions" blame
- Forward-looking optimism - Spinning bad news
- Acknowledgment - Rare honesty
Earnings Call Q&A
Analysts often ask what management won't volunteer:
- Watch for deflections
- Note questions they refuse to answer
- Compare scripted remarks to Q&A responses
Remember
- EDGAR is free - All public company filings are available
- 8-Ks break news - First official disclosure of events
- Risk factors evolve - Compare year-over-year for changes
- Earnings calls are candid - Q&A especially revealing
- Stock price tells story - Market reaction to events
- Numbers have context - One-time charges vs. ongoing
Your deliverables: Filing links, financial figures, executive quotes, risk disclosures, and market data for context.
FAQ
What does the researchers-financial skill do?
Researches SEC filings, earnings calls, analyst reports, and market data. Use when the album subject involves financial crimes, corporate stories, or market events.
How do I install researchers-financial?
Run npx skills add https://github.com/bitwize-music-studio/claude-ai-music-skills --skill researchers-financial in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/researchers-financial/ (personal) or .claude/skills/researchers-financial/ (project).
Which AI agents can use researchers-financial?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is researchers-financial safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains researchers-financial?
It is published by bitwize-music-studio in bitwize-music-studio/claude-ai-music-skills. It has 219 recorded installs.
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