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Job Scraper · gooseworks-ai | DecimalAI

researchby gooseworks-ai

Job Scraper

gooseworks-ai/job-scraper

Source gooseworks-ai/goose-skills ↗License MIT

Search for job postings across LinkedIn and Indeed.

SkillScore55Maintained

Automatic

Recruiting pack

Last verified 8/16/2026

What it changes

Passed 9 of 17 test cases with the skill, and 5 of 17 without it.

Without skill27%

With skill55%

Checks it passed that the model alone missed

Uses query as the key for search keywords
Includes seniority_level as a CSV header name
Uses searchQuery as the key for job keywords in the request body

and 4 more in the full report

6 fixed6 passed either way10 still failing0 broke

Pass-rate lift: +27 pp
Tokens: +91%
Agent turns: 0%
Response time: -50%

Model gemini-3.6-flashMeasured 8/16/2026v112 of 22 cases passed with skill · 17 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-job-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-job-scraper/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gooseworks-ai-job-scraper, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gooseworks-ai-job-scraper/ and pins it in .decimal/skills.lock

decimalai skills add gooseworks-ai-job-scraper

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-job-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-job-scraper/SKILL.md

Raw file: /s/gooseworks-ai-job-scraper/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-job-scraper.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

Search for data-scientist jobs in New York and export the results to a downloadable file. What exact file name format should be used for the output?

What was checked, without and with the skill
Checked	Without skill	With skill
Names the export file following the pattern searchterm-jobs-YYYY-MM-DD.csv	Missed	Passed

case-14 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md259 linessingle file

Job Scraper

Search for job postings across LinkedIn and Indeed using Apify. Find open roles by keyword, location, company, or job type. Use for hiring signal detection, GTM research, or competitive intelligence.

No LinkedIn cookies. No Indeed login. Just search queries in, structured job data out.

When to Auto-Load

Load this skill when:

User says "find jobs", "who is hiring", "what roles is [company] hiring for"
User wants hiring signals ("find companies growing their AI team")
User wants competitive intelligence ("what is [competitor] hiring for")
User says "job search", "open roles", "job listings", "job postings"

Prerequisites

Apify API Token

Required for both LinkedIn and Indeed scraping. Set in .env:

APIFY_API_TOKEN=your_token_here

No LinkedIn cookies, Indeed login, or any platform credentials needed. That's the only setup.

Sources

This skill searches two job platforms via Apify actors:

Source	Apify Actor	Best For	Cost
LinkedIn	`automation-lab/linkedin-jobs-scraper`	B2B, tech, SaaS, enterprise roles. Has seniority level, job function, industries.	~$0.002/job
Indeed	`borderline/indeed-scraper`	Broadest coverage. Richest data — salary, company details, ratings, contacts, street addresses.	~$0.004/job

Source Selection Logic

Do NOT ask the user which source to use unless genuinely ambiguous. Decide based on context:

Track record

Benchmark

9 / 17

test cases passed, vs 5 / 17 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gooseworks-ai / goose-skills

skills/lead-generation/capabilities/job-scraper/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gooseworks-ai/linkedin-job-scraperScrapes LinkedIn job postings using the JobSpy library (python-jobspy). Use this skill whenever the user wants to find jobs on LinkedIn, search for open roles, pull job listings, build a job pipeline, source job targets for GTM research, or monitor hiring signals. Even if the user just says "find me some jobs" or "what roles is [company] hiring for", use this skill. It runs a local Python script that outputs a CSV of job postings with title, company, location, salary, job type, description, and Close match+64 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Job Scraper

When to Auto-Load

Prerequisites

Apify API Token

Sources

Source Selection Logic

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills