Agent skill

Post Engagers

by extruct-ai in extruct-ai/gtm-skills

Extract people who engage (comment, react, repost) on a LinkedIn post, enrich their profile / email / company data, and land them in a local SQLite CRM (content.db → crm.db) as the source of truth.

No licenceAuto-check passedWriting & Content

Install Post Engagers

skills CLI
$ npx skills add extruct-ai/gtm-skills --skill post-engagers -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install extruct-ai/gtm-skills post-engagers --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/extruct-ai/gtm-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/post-engagers .claude/skills/post-engagers && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
post-engagers
GitHub stars
109
Token cost
~2k tokens
SKILL.md length
581 words
Files
1
Skills in repo
20
Repo updated
First seen
Licence
None found

At a glance

Extract people who engage (comment, react, repost) on a LinkedIn post, enrich their profile / email / company data, and land them in a local SQLite CRM (content.db → crm.db) as the source of truth.

  • Works in 6 steps: Collect post URLs → Scrape engagers → content.db → Enrichment stages (in order) → …
  • : post engagers
  • SKILL.md covers Assumed repo layout, Related skills, Inputs and Workflow, plus 3 more sections
  • Calls python3

What it does

Post Engagers is an agent skill from extruct-ai/gtm-skills. Extract people who engage (comment, react, repost) on a LinkedIn post, enrich their profile / email / company data, and land them in a local SQLite CRM (content.db → crm.db) as the source of truth. Extruct people-table upload is optional. Triggers on: "post engagers", "linkedin engagers", "who commented on", "who liked", "who reacted", "linkedin post engagers", "scrape post", "extract engagers", "post commenters".

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Social media posts and Web scraping. It works with LinkedIn, SQLite and React.

When your agent uses it

  • : post engagers
  • Linkedin engagers
  • Who commented on
  • Linkedin post engagers

Example prompts

  • “post engagers”
  • “linkedin engagers”
  • “who commented on”
  • “/post-engagers”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Collect post URLs
  2. Scrape engagers → content.db
  3. Enrichment stages (in order)
  4. Sync content.db → crm.db
  5. (optional): Push to Attio
  6. (optional): Upload to an Extruct people table

What it can do on your machine

Read from SKILL.md and the folder at commit 34406cb. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Post Engagers loads about 2k tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 581 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~108
When it runs · the whole SKILL.md, loaded when a task matches
~2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 581 words (~1,968 tokens).

“Turn LinkedIn post engagement into a prospecting list. The canonical sink is content.db (raw interactions) → crm.db (unified CRM). Uploading to an Extruct people table is an optional side output, not the default.”

— opening of SKILL.md by extruct-ai
name
post-engagers

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/post-engagers of extruct-ai/gtm-skills.

Open the folder on GitHubat commit 34406cb

Compare with similar skills

Post Engagers next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Post Engagers compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Post Engagers this skillextruct-ai/gtm-skills109—~2kAutomated safety check: PassNone
Scrape Post EngagersOthmane-Khadri/YALC-the-GTM-operating-system317—~1.4kAutomated safety check: NotesMIT
Linkedin Comment To Outreachgethouston/houston117—~2.1kAutomated safety check: PassMIT
Linkedin Engager Analyticssergebulaev/linkedin-skills4.3k1 repos~1.4kAutomated safety check: PassMIT
Fullenrich Content EngagersOthmane-Khadri/YALC-the-GTM-operating-system317—~1.5kAutomated safety check: WarnMIT
Post Scorercharlie947/social-media-skills3.8k—~2.4kAutomated safety check: PassMIT

Similar skills

  • Scrape Post Engagers

    Othmane-Khadri/YALC-the-GTM-operating-system

    Pull the audience that engaged with a LinkedIn post — likers (reactors) and commenters — via Unipile, dedupe across endpoints, and persist them as a result set ready for qualification or campaign…

    317 GitHub stars~1.4k tokensUpdated 1 mo ago
    Writing & ContentAuto-check: notes
  • Turn a single LinkedIn post URL into a paused cold email campaign in Instantly.

    117 GitHub stars~2.1k tokensUpdated today
    Writing & ContentAuto-check passed
  • Linkedin Engager Analytics

    sergebulaev/linkedin-skills

    Pull the people who liked or commented on any LinkedIn post and segment them by ICP fit (peer / aspirational / prospect / other).

    4.3k GitHub starsUsed in 1 repo~1.4k tokens
    Writing & ContentAuto-check passed
  • Fullenrich Content Engagers

    Othmane-Khadri/YALC-the-GTM-operating-system

    A skill your agent uses when the user says "enrich people who engaged with this post", "qualify post engagers with FullEnrich", "scrape and enrich LinkedIn post {URL}", "engagers from this post into…

    317 GitHub stars~1.5k tokensUpdated 1 mo ago
    Writing & ContentAuto-check: warnings
  • Post Scorer

    charlie947/social-media-skills

    Score a LinkedIn post using real performance data. An agent skill from charlie947/social-media-skills.

    3.8k GitHub stars~2.4k tokensUpdated 23 days ago
    Writing & ContentAuto-check passed
  • X Tweet Search

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    Scrapes tweets from X (Twitter) by search query, user handle, or direct URL — returns full tweet data including text, author info, engagement metrics, media, and hashtags.

    6.1k GitHub stars~2.7k tokensUpdated 1 mo ago
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Questions about Post Engagers

What does Post Engagers do?

Extract people who engage (comment, react, repost) on a LinkedIn post, enrich their profile / email / company data, and land them in a local SQLite CRM (content.db → crm.db) as the source of truth. Post Engagers is an agent skill from extruct-ai/gtm-skills.db) as the source of truth.

When should I use Post Engagers?

Post Engagers fits situations like: : post engagers; linkedin engagers; who commented on; linkedin post engagers.

How do I install Post Engagers in Claude Code?

Run `npx skills add extruct-ai/gtm-skills --skill post-engagers -a claude-code`. Or copy the skill folder (skills/post-engagers in extruct-ai/gtm-skills) into .claude/skills/post-engagers in your project. Claude Code loads it when a task matches its description.

How do I install Post Engagers in Codex?

Run `npx skills add extruct-ai/gtm-skills --skill post-engagers -a codex`. Or copy the skill folder (skills/post-engagers in extruct-ai/gtm-skills) into .agents/skills/post-engagers in your project. Codex loads it when a task matches its description.

Can I use Post Engagers in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add extruct-ai/gtm-skills --skill post-engagers -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/post-engagers, .gemini/skills/post-engagers, .github/skills/post-engagers and .opencode/skills/post-engagers in your project.

What does Post Engagers need to run?

Going by SKILL.md and its folder, Post Engagers needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Post Engagers access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Post Engagers safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Post Engagers use?

No licence was found for Post Engagers or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Post Engagers use?

About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Post Engagers?

Skills that share tags, products or a category with Post Engagers: Scrape Post Engagers (Othmane-Khadri/YALC-the-GTM-operating-system, 317 stars), Linkedin Comment To Outreach (gethouston/houston, 117 stars), Linkedin Engager Analytics (sergebulaev/linkedin-skills, 4.3k stars) and Fullenrich Content Engagers (Othmane-Khadri/YALC-the-GTM-operating-system, 317 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Post Engagers?

extruct-ai (a GitHub organization) maintains it in extruct-ai/gtm-skills, which has 109 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on September 28, 2026.

Source: extruct-ai/gtm-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.