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Grok+17 agentsIntent Detection
Detect buying intent from RSS or NewsAPI by tracking keyword velocity. Each account-keyword pair ranks as low/medium/high. Offline supported.
$9
Intent Detection
Example session with this skill installed
Monitor buying intent for acme-saas.com, globex.com, and initech.io over the last 14 days. Use NewsAPI with my NEWSAPI_KEY. Watch for these keywords: "Series B funding", "headcount growth", "new CTO". Output a JSON report ranked by intent.
- Read your context and instructions
- Compiled the intent detection
- Generated the data export
What the skill did
- Fetched the last 14 days of NewsAPI articles for three accounts.
- Counted keyword velocity for Series B funding, headcount growth, and new CTO.
- Classified each (account, keyword) pair as low / medium / high intent.
Top 5 by intent
| Account | Keyword | Mentions | Velocity | Intent |
|---|---|---|---|---|
| acme-saas.com | Series B funding | 12 | +3.4x | high |
| acme-saas.com | new CTO | 4 | +2.1x | medium |
| globex.com | headcount growth | 3 | +1.4x | low |
| initech.io | Series B funding | 1 | +0.2x | low |
| acme-saas.com | headcount growth | 7 | +2.8x | medium |
Files written
./out/intent_results.json— full structured report./out/intent_results.csv— flat list for spreadsheet review- Stdout summary: "Top intent: acme-saas.com / Series B funding (high)"
{
"window_days": 14,
"results": [
{"account": "acme-saas.com", "keyword": "Series B funding", "mentions_14d": 12, "velocity": 3.4, "intent": "high"},
{"account": "acme-saas.com", "keyword": "new CTO", "mentions_14d": 4, "velocity": 2.1, "intent": "medium"}
]
}
Next steps
- Open
./out/intent_results.csvin your spreadsheet. - Feed the high-intent rows into your email-sequencing or LinkedIn campaign.
intent-detection.csv
CSV · data export
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Watches public signals for buying intent. Parses RSS feeds (no API key) or NewsAPI (NEWSAPI_KEY), counts keyword velocity for your accounts, classifies each pair as low, medium, or high intent.
Runs offline out of the box (assets/sample_feed.json), so you can verify the logic with no API key.
Use
Unzip into ~/.claude/skills/, restart, trigger by phrase. Offline: python3 intent-detection/scripts/intent_detection.py --sample.
Live mode
NewsAPI needs NEWSAPI_KEY; RSS needs no key (URLs in assets/feeds.txt). Run: intent_detection.py --accounts accounts.csv --window 14d.
Output
Per pair: mentions_14d, velocity (+3.4x), intent. Deterministic from velocity ratio; thresholds 2.0x / 5.0x.
I/O
Input: CSV/JSON with account + keywords. Output: ./out/intent_results.json, .csv, stdout.
Compatibility
Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, 20+ agents.
License
Proprietary. One-time, lifetime updates, 7-day refund.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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