How do I install the Linkedin Miner skill?

Run npx skillmds@latest add themattberman/linkedin-miner 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.

Is Linkedin Miner safe to use?

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Which AI agents work with Linkedin Miner?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Linkedin Miner free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Linkedin Miner?

TheMattBerman (@themattberman) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Linkedin Miner by themattberman — Agent Skill

Name: Linkedin Miner
Author: TheMattBerman

File contents

LinkedIn Miner

Mine LinkedIn engagement to find warm prospects. People who engage with niche content are already interested in the topic — they're warm leads.

What It Does

Searches LinkedIn posts by keyword OR scrapes influencer's posts
Extracts all engagers (commenters + reactors)
Returns profile data: name, headline, LinkedIn URL
Prioritizes commenters (higher intent than likers)

API: Fresh LinkedIn Data (RapidAPI)

Uses Matt's existing RapidAPI subscription — no additional costs.

Endpoints Used:

Endpoint	Purpose	Credits
POST /search-posts	Find posts by keyword	2/call
GET /get-profile-posts	Get influencer's posts	2/call
GET /get-post-comments	Extract commenters	(included)
GET /get-post-reactions	Extract reactors	(included)

Invocation

# Search by keyword
./scripts/mine.sh "AI marketing automation" 10

# Scrape influencer's posts (use LinkedIn URN)
./scripts/mine.sh --influencer "ACoAABOPHB8BM6..." 5

# Output to file
./scripts/mine.sh "SaaS growth" 20 > leads.json

Arguments

Argument	Description	Default
`<query>`	Search keyword/topic	Required
`--influencer`	LinkedIn URN to scrape posts from	None
`<max_posts>`	Max posts to process	10

Setup

Environment Variables

export RAPIDAPI_KEY="YOUR_RAPIDAPI_KEY_HERE"

Dependencies

curl (for API calls)
jq (for JSON parsing)

Output Format

{
  "meta": {
    "query": "AI marketing automation",
    "posts_processed": 10,
    "total_engagers": 156,
    "commenters": 32,
    "reactors": 124,
    "scraped_at": "2026-02-14T15:00:00Z"
  },
  "leads": [
    {
      "name": "Jane Doe",
      "headline": "VP Marketing at Acme Corp",
      "linkedin_url": "https://linkedin.com/in/janedoe",
      "linkedin_urn": "ACoAABOPHB8BM6...",
      "engagement_type": "comment",
      "engagement_text": "Great insights on automation!",
      "post_url": "https://linkedin.com/feed/update/...",
      "intent_score": 8
    }
  ]
}

Intent Scoring

Score	Engagement Type
10	Detailed comment with question
8	Comment with insight/agreement
6	Simple comment ("Great post!")
4	Reaction (like, celebrate, etc.)

Pipeline Flow

linkedin-miner → lead-enricher → email-verifier → icp-scorer → outreach-writer → instantly-loader

Credit Costs

Action	Credits
Search 10 posts	2
Get comments (per post)	~0 (bundled)
Get reactions (per post)	~0 (bundled)
Total for 10 posts	~2-4 credits

Example Workflow

# Morning routine: Mine fresh engagers
./scripts/mine.sh "AI for agencies" 20 > today_leads.json

# Mine from competitor's audience
./scripts/mine.sh --influencer "ACoAAcompetitor123" 10 > competitor_leads.json

---name: linkedin-minerdescription: Mine LinkedIn posts for engaged prospects using Fresh LinkedIn Data API (RapidAPI). Scrapes posts by keyword/influencer and extracts engagers (commenters + reactors) with profile data.---# LinkedIn MinerMine LinkedIn engagement to find warm prospects. People who engage with niche content are already interested in the topic — they're warm leads.## What It Does1. Searches LinkedIn posts by keyword OR scrapes influencer's posts2. Extracts all engagers (commenters + reactors)3. Returns profile data: name, headline, LinkedIn URL4. Prioritizes commenters (higher intent than likers)## API: Fresh LinkedIn Data (RapidAPI)Uses Matt's existing RapidAPI subscription — no additional costs.**Endpoints Used:**| Endpoint | Purpose | Credits ||----------|---------|---------|| POST /search-posts | Find posts by keyword | 2/call || GET /get-profile-posts | Get influencer's posts | 2/call || GET /get-post-comments | Extract commenters | (included) || GET /get-post-reactions | Extract reactors | (included) |## Invocation```bash# Search by keyword./scripts/mine.sh "AI marketing automation" 10# Scrape influencer's posts (use LinkedIn URN)./scripts/mine.sh --influencer "ACoAABOPHB8BM6..." 5# Output to file./scripts/mine.sh "SaaS growth" 20 > leads.json```## Arguments| Argument | Description | Default ||----------|-------------|---------|| `<query>` | Search keyword/topic | Required || `--influencer` | LinkedIn URN to scrape posts from | None || `<max_posts>` | Max posts to process | 10 |## Setup### Environment Variables```bashexport RAPIDAPI_KEY="YOUR_RAPIDAPI_KEY_HERE"```### Dependencies- `curl` (for API calls)- `jq` (for JSON parsing)## Output Format```json{ "meta": { "query": "AI marketing automation", "posts_processed": 10, "total_engagers": 156, "commenters": 32, "reactors": 124, "scraped_at": "2026-02-14T15:00:00Z" }, "leads": [ { "name": "Jane Doe", "headline": "VP Marketing at Acme Corp", "linkedin_url": "https://linkedin.com/in/janedoe", "linkedin_urn": "ACoAABOPHB8BM6...", "engagement_type": "comment", "engagement_text": "Great insights on automation!", "post_url": "https://linkedin.com/feed/update/...", "intent_score": 8 } ]}```## Intent Scoring| Score | Engagement Type ||-------|-----------------|| 10 | Detailed comment with question || 8 | Comment with insight/agreement || 6 | Simple comment ("Great post!") || 4 | Reaction (like, celebrate, etc.) |## Pipeline Flow```linkedin-miner → lead-enricher → email-verifier → icp-scorer → outreach-writer → instantly-loader```## Credit Costs| Action | Credits ||--------|---------|| Search 10 posts | 2 || Get comments (per post) | ~0 (bundled) || Get reactions (per post) | ~0 (bundled) || **Total for 10 posts** | ~2-4 credits |## Example Workflow```bash# Morning routine: Mine fresh engagers./scripts/mine.sh "AI for agencies" 20 > today_leads.json# Mine from competitor's audience./scripts/mine.sh --influencer "ACoAAcompetitor123" 10 > competitor_leads.json```

Frequently asked questions

Linkedin Miner