athina-ai/linkedin-commenter-extractor
skills/capabilities/linkedin-commenter-extractor/SKILL.md
Extract commenters from LinkedIn posts via Apify. Returns commenter names, titles, LinkedIn profile URLs, and comment text. Use to find warm leads engaging with relevant discussions. No LinkedIn cookies required.
$ install --global
skillsauthnpx skillsauth add athina-ai/goose-skills linkedin-commenter-extractorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 16, 2026, 11:13 AM7.6s3 files scanned
SKILL.md
- name:
- linkedin-commenter-extractor
- description:
- >
LinkedIn Commenter Extractor
Extract names, titles, companies, LinkedIn URLs, and comment text from people who commented on specific LinkedIn posts. Uses Apify — no LinkedIn cookies required.
Quick Start
Requires requests and APIFY_API_TOKEN environment variable.
# Extract commenters from a single post
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py \
--post-url "https://www.linkedin.com/posts/someone_topic-activity-123456789"
# Multiple posts
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py \
--post-url URL1 --post-url URL2
# Limit comments per post
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py \
--post-url URL --max-comments 50
# Output formats
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py --post-url URL --output json
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py --post-url URL --output csv
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py --post-url URL --output summary
# Deduplicate across multiple posts
python3 skills/linkedin-commenter-extractor/scripts/extract_commenters.py \
--post-url URL1 --post-url URL2 --dedup
How It Works
- Takes one or more LinkedIn post URLs
- Calls the
harvestapi~linkedin-post-commentsApify actor (no cookies needed) - Extracts commenter name, headline (title + company), LinkedIn profile URL, and comment text
- Parses headline into separate title and company fields where possible
- Optionally deduplicates across multiple posts by LinkedIn profile URL
CLI Reference
| Flag | Default | Description |
|------|---------|-------------|
| --post-url | required | LinkedIn post URL (can be repeated for multiple posts) |
| --max-comments | 100 | Max comments to extract per post |
| --output | json | Output format: json, csv, summary |
| --dedup | false | Deduplicate commenters across multiple posts |
| --token | env var | Apify API token (overrides APIFY_API_TOKEN env var) |
| --timeout | 120 | Max seconds to wait for Apify run |
Output Schema
{
"name": "Jane Smith",
"headline": "VP of Finance at Acme Corp",
"title": "VP of Finance",
"company": "Acme Corp",
"linkedin_url": "https://www.linkedin.com/in/janesmith",
"comment_text": "Great insights on AI in accounting...",
"post_url": "https://www.linkedin.com/posts/...",
"profile_image_url": "https://..."
}
Cost
Uses harvestapi~linkedin-post-comments Apify actor — ~$2 per 1,000 comments. No LinkedIn cookies or login required.
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