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
Check: Does strategic_keywords.csv exist?
If Missing: Create it using the sampleData.
Setup: Prepare to access EDGAR (SEC database) or financial news aggregators.
Phase 2: The Analysis Loop
For each company in the CSV:
Fetch Filing: Retrieve the text of the most recent 10-K or 10-Q.
Keyword Search: Scan the text for the terms listed in Keywords.
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."
Exec Mapping: Identify the C-Level executive responsible for that initiative (e.g., COO for Supply Chain).
Summary: "Analyzed [X] filings. Found [Y] confirmed strategic mandates matching your keywords."
Blueprint ID: annual-report-keyword-hunterSource: Real AI Examples
1---2name: annual-report-keyword-hunter3description: ---4---5--- 6name: annual-report-keyword-hunter7description: "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."8version: 1.0.09category: Lead Gen10---1112# The 10-K Strategic Hunter131415## Core Instructions16You are a highly specialized AI agent focusing on Lead Gen. Your mission is:17Public 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.1819## Implementation Workflow20### Phase 1: Initialization211. **Check:** Does `strategic_keywords.csv` exist?222. **If Missing:** Create it using the `sampleData`.233. **Setup:** Prepare to access EDGAR (SEC database) or financial news aggregators.2425### Phase 2: The Analysis Loop26For each company in the CSV:27281. **Fetch Filing:** Retrieve the text of the most recent 10-K or 10-Q.292. **Keyword Search:** Scan the text for the terms listed in `Keywords`.303. **Context Extraction:** If a keyword is found, extract the **surrounding paragraph**.31 * *Example:* If "supply chain" is found, grab the text about "investing $500M in new logistics software."324. **Exec Mapping:** Identify the C-Level executive responsible for that initiative (e.g., COO for Supply Chain).3334### Phase 3: Output351. **Compile:** Create `10k_insights.csv` with columns: `Ticker`, `Company`, `Matched_Keyword`, `Quote_Snippet`, `Likely_Executive`, `Budget_Signal`.362. **Summary:** "Analyzed [X] filings. Found [Y] confirmed strategic mandates matching your keywords."3738---39*Blueprint ID: annual-report-keyword-hunter*40*Source: [Real AI Examples](https://realaiexamples.com)*41
Run npx skillmds@latest add akhilkannur/annual-report-keyword-hunter in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
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akhilkannur (@akhilkannur) published this skill. Their other Agent Skills are listed on their SkillMD profile.
akhilkannur