Scan your LinkedIn contacts' companies for matching job openings

No licenceAuto-check passedBusiness, Finance & HR

Install Network Scan

skills CLI
$ npx skills add proficientlyjobs/proficiently-claude-skills --skill network-scan -a claude-code

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

GitHub CLI
$ gh skill install proficientlyjobs/proficiently-claude-skills network-scan --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/proficientlyjobs/proficiently-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/network-scan .claude/skills/network-scan && 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
network-scan
GitHub stars
411
Used in
1 other repo
Token cost
~2.6k tokens
SKILL.md length
865 words
Files
4 (incl. scripts)
Skills in repo
7
Repo updated
First seen
Licence
None found

At a glance

Scan your LinkedIn contacts' companies for matching job openings

  • Works in 7 steps: Check Prerequisites → Select Contacts & Extract Companies → Resolve Careers Pages (Parallelized) → …
  • Business, Finance & HR work in your project
  • SKILL.md covers Quick Start, File Structure, Workflow and Response Format, plus 1 more section
  • Reaches linkedin.com and careers.google.com

What it does

Network Scan is an agent skill from proficientlyjobs/proficiently-claude-skills. Scan your LinkedIn contacts' companies for matching job openings

Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `README.md`, `scripts/evaluate-company.md` and `scripts/resolve-careers.md`).

It sits in Business, Finance & HR. It works with LinkedIn. The repository describes itself as: Claude Code skills for AI-powered job search, resume tailoring, and cover letter writing.

When your agent uses it

  • Business, Finance & HR work in your project

Example prompts

  • “/network-scan”

Workflow steps

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

  1. Check Prerequisites
  2. Select Contacts & Extract Companies
  3. Resolve Careers Pages (Parallelized)
  4. Scan for Matching Jobs (Parallelized)
  5. Save Results
  6. Present Results
  7. Learn from Feedback

What it can do on your machine

Read from SKILL.md and the folder at commit 9bc1f6f. 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

    Ships 2 files in scripts/, which the agent can run.

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • linkedin.com
    • careers.google.com
    • stripe.com

    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

Network Scan loads about 2.6k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 865 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~2.6k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 865 words (~2,560 tokens).

“Proactively check whether companies where you know someone are hiring for roles that match you. First run builds a cache of company careers page URLs. Subsequent runs reuse the cache, making weekly checks fast.”

— opening of SKILL.md by proficientlyjobs
name
network-scan
argument-hint
number of contacts (default 25) or 'all'

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts) in skills/network-scan of proficientlyjobs/proficiently-claude-skills.

  • SKILL.md
  • README.md
  • scripts/evaluate-company.md
  • scripts/resolve-careers.md

Open the folder on GitHubat commit 9bc1f6f

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in proficientlyjobs/proficiently-claude-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Network Scan 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.

Network Scan compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Network Scan this skillproficientlyjobs/proficiently-claude-skills4111 repos~2.6kAutomated safety check: PassNone
Job Hunt Skillyanliudesign/offer-toolkit-skill520—~942Automated safety check: PassMIT
Apify Buying Signal Detectionapify/awesome-skills266—~5.1kAutomated safety check: NotesApache-2.0
Candidate Briefyc-software/recruiting115—~1.1kAutomated safety check: NotesNone
Outreachandrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-502—~939Automated safety check: PassMIT
Company Hiring Intelligencetinyfish-io/tinyfish-cookbook2.2k—~3.6kAutomated safety check: PassMIT

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Works with

Questions about Network Scan

What does Network Scan do?

Scan your LinkedIn contacts' companies for matching job openings. Network Scan is an agent skill from proficientlyjobs/proficiently-claude-skills.

When should I use Network Scan?

Network Scan fits situations like: business, Finance & HR work in your project.

How do I install Network Scan in Claude Code?

Run `npx skills add proficientlyjobs/proficiently-claude-skills --skill network-scan -a claude-code`. Or copy the skill folder (skills/network-scan in proficientlyjobs/proficiently-claude-skills) into .claude/skills/network-scan in your project. Claude Code loads it when a task matches its description.

How do I install Network Scan in Codex?

Run `npx skills add proficientlyjobs/proficiently-claude-skills --skill network-scan -a codex`. Or copy the skill folder (skills/network-scan in proficientlyjobs/proficiently-claude-skills) into .agents/skills/network-scan in your project. Codex loads it when a task matches its description.

Can I use Network Scan 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 proficientlyjobs/proficiently-claude-skills --skill network-scan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/network-scan, .gemini/skills/network-scan, .github/skills/network-scan and .opencode/skills/network-scan in your project.

What does Network Scan need to run?

SKILL.md names no scripts, command-line tools or credentials: Network Scan is instructions for the agent only.

Does Network Scan access the network?

SKILL.md names 3 domains. In commands or code: linkedin.com, careers.google.com and stripe.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Network Scan 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Network Scan use?

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

How many tokens does Network Scan use?

About 2.6k tokens (SKILL.md is roughly 10k 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 Network Scan?

Skills that share tags, products or a category with Network Scan: Job Hunt Skill (yanliudesign/offer-toolkit-skill, 520 stars), Apify Buying Signal Detection (apify/awesome-skills, 266 stars), Candidate Brief (yc-software/recruiting, 115 stars) and Outreach (andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-, 502 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Network Scan?

proficientlyjobs (a GitHub organization) maintains it in proficientlyjobs/proficiently-claude-skills, which has 411 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on March 12, 2026.

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