# News Sentiment Engine

> A Claude skill from tellmefrankie/ai-investment-skills.

- **Type:** Skill
- **Install:** `agentstack add skill-tellmefrankie-ai-investment-skills-news-sentiment-engine`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [tellmefrankie](https://agentstack.voostack.com/s/tellmefrankie)
- **Installs:** 0
- **Category:** [Finance & Payments](https://agentstack.voostack.com/c/finance-and-payments)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [tellmefrankie](https://github.com/tellmefrankie)
- **Source:** https://github.com/tellmefrankie/ai-investment-skills/tree/main/news-sentiment-engine
- **Website:** https://jaehyunpark.gumroad.com/l/tcyahy

## Install

```sh
agentstack add skill-tellmefrankie-ai-investment-skills-news-sentiment-engine
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# News Sentiment Engine (Free)

Collect and analyze AI/tech news from multiple sources with Claude-powered sentiment analysis. Ranks by industry impact and outputs a structured briefing card. Open source.

## What it does

- Collects news from 4+ RSS feeds (TechCrunch, The Verge, Ars Technica, Hacker News)
- Deduplicates articles across sources
- Ranks top 5 by industry impact (policy > M&A > technology trend > product launch)
- Generates structured analysis with sentiment, impact score, and commentary
- Outputs a formatted briefing card

## Usage

```
Collect latest AI/tech news from RSS feeds.
Rank top 5 by importance to the tech industry.
For each: summary (2-3 sentences), sentiment (positive/negative/neutral),
impact score (1-5), industry tags, one-sentence commentary.
Output as a structured briefing card.
```

## Example Output

```
📰 AI/Tech News Briefing — 2026-05-13

━━━━━━━━━━━━━━━━━━━━━━━━━

1. OpenAI announces GPT-5 with 2M context window
   Source: TechCrunch | Impact: ⭐⭐⭐⭐⭐ (5/5)
   Tags: #AI #LLM #OpenAI
   Sentiment: 📈 Positive

   Summary: OpenAI unveiled GPT-5 with a 2M token context window and
   improved reasoning. Enterprise pricing starts at $0.03/1k tokens.
   API access begins June 2026 for existing customers.

   Commentary: Direct competitive pressure on Anthropic Claude 3.5.
   Enterprise deals may shift in H2 2026.

━━━━━━━━━━━━━━━━━━━━━━━━━

2. EU AI Act enforcement begins for high-risk systems
   Source: The Verge | Impact: ⭐⭐⭐⭐ (4/5)
   Tags: #Regulation #EU #Compliance
   Sentiment: ⚠️ Neutral

   Summary: The EU AI Act's high-risk system provisions took effect today,
   requiring conformity assessments and human oversight documentation.
   Affects healthcare, hiring, and credit scoring applications.

   Commentary: US companies serving EU customers face compliance burden.
   Legal/compliance AI tools likely to see increased demand.

━━━━━━━━━━━━━━━━━━━━━━━━━
```

## Ranking Criteria

1. **Regulatory / policy** — highest impact, affects industry broadly
2. **M&A / funding** — capital flow signals
3. **Technology breakthrough** — new capability, not incremental update
4. **Market shift** — competitive dynamics change
5. **Product launch** — lowest priority unless from major player

## Setup

```bash
git clone https://github.com/tellmefrankie/news-engine
cd news-engine
pnpm install
cp .env.example .env
# Requires: ANTHROPIC_API_KEY
pnpm dev -- --collect-only
```

No paid APIs required for free tier. Anthropic API key only.

## Pro Version

Free tier covers news collection and basic analysis.

**Full bundle — $29 one-time**: Investment-grade analysis (portfolio impact scoring, options flow correlation, earnings catalyst detection), Korean briefing format, Telegram auto-delivery.
→ https://jaehyunpark.gumroad.com/l/tcyahy

## Author

Core module from a production news analysis engine processing 50+ articles daily. The full pipeline runs on a cron schedule and delivers via Telegram before market open.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [tellmefrankie](https://github.com/tellmefrankie)
- **Source:** [tellmefrankie/ai-investment-skills](https://github.com/tellmefrankie/ai-investment-skills)
- **License:** MIT
- **Homepage:** https://jaehyunpark.gumroad.com/l/tcyahy

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** yes
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-tellmefrankie-ai-investment-skills-news-sentiment-engine
- Seller: https://agentstack.voostack.com/s/tellmefrankie
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.