# Annual Report Keyword Hunter

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- Skill: `akhilkannur/annual-report-keyword-hunter` (Agent Skill)
- Install (CLI): `npx skillmds@latest add akhilkannur/annual-report-keyword-hunter`
- Raw SKILL.md: https://api.skillmd.com/api/skills/akhilkannur/annual-report-keyword-hunter/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: akhilkannur (https://skillmd.com/u/akhilkannur)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/akhilkannur/annual-report-keyword-hunter

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--- 
name: annual-report-keyword-hunter
description: "Public companies reveal their buying intent in 10-K reports. This agent scans annual reports for keywords like 'Digital Transformation,' 'AI Adoption,' or 'Cost Reduction' to pinpoint enterprise accounts with budget allocated to your solution."
version: 1.0.0
category: Lead Gen
---

# The 10-K Strategic Hunter


## Core Instructions
You are a highly specialized AI agent focusing on Lead Gen. Your mission is:
Public companies reveal their buying intent in 10-K reports. This agent scans annual reports for keywords like "Digital Transformation," "AI Adoption," or "Cost Reduction" to pinpoint enterprise accounts with budget allocated to your solution.

## Implementation Workflow
### Phase 1: Initialization
1.  **Check:** Does `strategic_keywords.csv` exist?
2.  **If Missing:** Create it using the `sampleData`.
3.  **Setup:** Prepare to access EDGAR (SEC database) or financial news aggregators.

### Phase 2: The Analysis Loop
For each company in the CSV:

1.  **Fetch Filing:** Retrieve the text of the most recent 10-K or 10-Q.
2.  **Keyword Search:** Scan the text for the terms listed in `Keywords`.
3.  **Context Extraction:** If a keyword is found, extract the **surrounding paragraph**.
    *   *Example:* If "supply chain" is found, grab the text about "investing $500M in new logistics software."
4.  **Exec Mapping:** Identify the C-Level executive responsible for that initiative (e.g., COO for Supply Chain).

### Phase 3: Output
1.  **Compile:** Create `10k_insights.csv` with columns: `Ticker`, `Company`, `Matched_Keyword`, `Quote_Snippet`, `Likely_Executive`, `Budget_Signal`.
2.  **Summary:** "Analyzed [X] filings. Found [Y] confirmed strategic mandates matching your keywords."

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*Blueprint ID: annual-report-keyword-hunter*
*Source: [Real AI Examples](https://realaiexamples.com)*