Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add thirdwatch-dev/scraping-skills --skill job-market-scrapinggit clone --depth 1 https://github.com/thirdwatch-dev/scraping-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/job-market-scraping)<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/job-market-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/job-market-scraping/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/job-market-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/job-market-scraping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00132 | $0.01625 |
| Opus 5.5 | $0.00053 | $0.00650 |
| Sonnet 5.5 | $0.00026 | $0.00325 |
| Haiku 4.5 | $0.00013 | $0.00162 |
Grade A, and why
job-market-scraping scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST "https://api.apify.com/v2/acts/thirdwatch~linkedin-jobs-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \ How it starts
The opening of the file, as written. The whole thing — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Job Market Scraping
Routing skill for getting jobs, salaries, company ratings, and candidate/profile data off the web.
The realistic approach: most job boards publish their listings on public, indexable pages — that's the data you want, and it's the data these scrapers target. A few sites guard listings behind anti-bot (LinkedIn and Indeed both run aggressive challenges; Glassdoor, Monster, ZipRecruiter, Upwork, and Wellfound use DataDome/Cloudflare Turnstile). You do not need to log in for any of it. The fields that matter across a job feed are consistent: title, company, location, salary (or estimate), skills/tags, posted date, description, and the apply URL. For salary benchmarking add company ratings (Glassdoor, AmbitionBox); for sourcing you want public profiles, not listings.
Ready-made scrapers
Don't fight Cloudflare/DataDome yourself — these are maintained and billed pay-per-result.
| Target | Scraper | From | Notes |
|---|---|---|---|
| Indeed | indeed-jobs-scraper | $0.008/result | 22 fields, 60+ countries, full descriptions |
| LinkedIn Jobs | linkedin-jobs-scraper | $0.002/result | public listings, parsed salary, no login |
| LinkedIn Profiles | linkedin-profile-scraper | $0.005/result | public profiles, no login |
| LinkedIn Candidate Finder | linkedin-candidate-finder-scraper | $0.003/result | source by role/skills/location |
| LinkedIn Company Employees | linkedin-company-employees-scraper | $0.003/result | team rosters by company |
| Glassdoor | glassdoor-scraper | $0.008/result | jobs + salary estimates + company reviews |
| Google Jobs | google-jobs-scraper | $0.008/result | aggregates 20+ boards, apply URLs |
| Naukri | naukri-jobs-scraper | $0.002/result | India's #1 board, salary + skills |
| RemoteOK | remoteok-jobs-scraper | $0.0015/result | remote-only, salary + tags |
| Wellfound (AngelList) | wellfound-jobs-scraper | $0.008/result | startup jobs, equity |
| Monster | monster-jobs-scraper | $0.008/result | large US board |
| ZipRecruiter | ziprecruiter-scraper | $0.018/result | US board |
| SimplyHired | simplyhired-jobs-scraper | $0.008/result | US aggregator |
| Reed.co.uk | reed-jobs-scraper | $0.003/result | UK's largest board |
| Adzuna | adzuna-jobs-scraper | $0.0015/result | 19-country aggregator |
| Upwork | upwork-jobs-scraper | $0.008/result | freelance jobs, budget + skills |
| CutShort | cutshort-jobs-scraper | $0.005/result | India tech jobs, skills |
| AmbitionBox | ambitionbox-scraper | $0.006/result | India company salaries + ratings |
| Craigslist | craigslist-scraper | $0.0015/result | local gigs/jobs by city |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 66 lines · 132 tokens per session scan A eb9d9bfe9f7d
job-market-scraping is a skill published in the GitHub repository thirdwatch-dev/scraping-skills (6 stars, last pushed 3mo ago), licensed MIT. It adds 132 tokens to every session and 1,625 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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