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freehire-search

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Use this skill to search live software / tech / data / engineering job listings across many countries and markets (and remote) via the freehire.dev aggregator's public API, or to look up a specific posting. It aggregates roles from ~50 ATS platforms into one schema, so a single skill covers many markets — but its faceted filtering (skills, category, seniority) is tuned tech-first, so scope triggers to technical roles. Trigger phrases: find a tech job, software job search, developer jobs, engineering vacancies, data/ML jobs, DevOps roles, remote developer jobs, "are there any <tech role> jobs in <place>", look up this freehire job posting.

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Source SKILL.md: https://github.com/MadsLorentzen/ai-job-search/blob/HEAD/.agents/skills/freehire-search/SKILL.md

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freehire Search Skill

Search live job listings from the freehire.dev job aggregator — an open-source IT job board that normalizes postings from ~50 ATS platforms across many countries into one schema. No authentication, no API key, and zero runtime dependencies — it runs with just bun. The market is chosen per query via facet flags (--region, --country), so the same skill works for a forker in any market out of the box.

This is a country-agnostic worked example of the repo's job-portal-skill pattern, like linkedin-search. Unlike the HTML-scraping portals, it queries freehire's public JSON API, so results are structured (skills, seniority, region facets) rather than parsed from markup.

⚠️ Scope: tech-focused

freehire's corpus already includes some non-tech postings (it crawls whole company career pages), but its faceted filtering — skills, categories, and seniority dictionaries — is tuned tech-first today, so this skill scopes its triggers to software / data / engineering / tech roles, where the filtering is strong. Non-tech coverage exists but is still maturing; don't rely on this skill for general (non-technical) job coverage yet.

ℹ️ Hosted-service dependency (best-effort, no SLA)

This skill depends on a third-party hosted service, freehire.dev. Reads are public and unauthenticated — the same zero-signup bar as linkedin-search.

freehire.dev is a personal project but actively maintained; it runs on a best-effort basis (no formal SLA). If the API is unreachable, the CLI fails gracefully — a non-zero exit with a clear error message — so an outage degrades this source rather than breaking the surrounding workflow.

Self-hosting / swappable base URL. The freehire backend is a separate MIT-licensed repo — strelov1/freehire (Go + PostgreSQL + Meilisearch) — that stands up with one command via Docker Compose (make up → API on :8080, same /api/v1/... paths). The skill honors a base-URL env var, FREEHIRE_API_URL (default https://freehire.dev), so pointing it at a local instance is a one-line change:

FREEHIRE_API_URL=http://localhost:8080 bun run .agents/skills/freehire-search/cli/src/cli.ts search -q "go"

Caveat: standing up the API is light, but keeping a full, continuously-fresh mirror (millions of postings across ~50 platforms) is resource-heavy — a self-hoster would either crawl a scoped subset of sources or point the env var back at the hosted API.

When to use this skill

  • Search for tech job openings by keyword, in a given region/country or remotely
  • Filter by seniority, category, skills, or recency (posted within N days)
  • Get the full description of a specific freehire posting by its slug

Commands

Search job listings

bun run .agents/skills/freehire-search/cli/src/cli.ts search [-q "<keywords>"] [facet flags]

Key flags:

  • --query <text> / -q <text> — keyword search (title, skill, role). Full-text; optional.
  • --jobage <days> — posted within N days (maps to posted_within_days).
  • --page <n> — 1-indexed page. Default 1.
  • --limit <n> / -n <n> — results per page (API limit). Default 25.
  • --format json|table|plain — default json.

Facet filters (values come from freehire's controlled vocabularies; comma-separate for OR within a facet):

  • --region <codes> — macro-region, e.g. global, eu, us, apac, latam, cis. --region eu,us. Use none to match jobs whose region could not be resolved (see "Partial data" below).
  • --country <codes> — ISO-3166 alpha-2, e.g. --country DE,GB
  • --city <names> — city name(s), e.g. --city Berlin
  • --seniority <levels> — junior, middle, senior, staff, principal, lead, …
  • --category <cats> — backend, frontend, fullstack, devops, ml_ai, qa, …
  • --skill <names> — canonical skill(s), e.g. --skill go,kubernetes
  • --company <slug> — company slug (from a result's company_slug)
  • --remote <mode> — remote | hybrid | onsite (work_mode facet)
  • --facet <key=value> — any other facet param (repeatable), e.g. --facet salary_min=100000

Location is a facet, not free text. Unlike linkedin-search's --location, freehire filters geography through the structured --region/--country/--city facets. Discover the live values for a market at /api/v1/jobs/facets (append ?q=<role> to scope it) — never invent facet values.

Fetch full job detail

bun run .agents/skills/freehire-search/cli/src/cli.ts detail <slug|url> [--format json|plain]

slug is the id from a search result (e.g. golang-zensar-2bxu6dxm). You may also pass a full https://freehire.dev/jobs/<slug> URL. Returns the full (HTML-stripped) description, skills, region/country, and — when the posting is enriched — seniority, category, employment type, and salary.

Usage examples

# Senior backend roles, table view
bun run .agents/skills/freehire-search/cli/src/cli.ts search -q "backend engineer" --seniority senior --limit 10 --format table

# Remote React roles in the EU
bun run .agents/skills/freehire-search/cli/src/cli.ts search -q "react" --remote remote --region eu --format table

# DevOps roles in Germany posted in the last 14 days
bun run .agents/skills/freehire-search/cli/src/cli.ts search --category devops --country DE --jobage 14 --format table

# ML/AI roles anywhere, fully remote
bun run .agents/skills/freehire-search/cli/src/cli.ts search -q "machine learning" --category ml_ai --remote remote --format table

# Full details for a specific job
bun run .agents/skills/freehire-search/cli/src/cli.ts detail golang-zensar-2bxu6dxm --format plain

Output formats

FormatBest for
jsonDefault — programmatic use, passing a result's id (slug) to detail
tableQuick human-readable scanning
plainReading a single job's full detail (detail command)

Search JSON is { "meta": { "count", "page", "total" }, "results": [...] }; each result carries at least id (the freehire slug), title, company, location, date, and url (missing values are null). All errors are written to stderr as { "error": "...", "code": "..." } and the process exits with code 1.

Partial data

Facets are derived per-posting and can be incomplete — geography especially. A job may resolve its work_mode (e.g. remote) but leave its region or country undetermined when the source's location text is ambiguous (freehire's dictionaries never guess). So:

  • A missing region/country means "not resolved", not "not applicable" — filtering on --region eu silently drops jobs whose region wasn't resolved, even if they are in fact EU. Widen or drop the facet if you need those back.
  • There is a dedicated facet value for the unresolved bucket: --region none matches jobs with no resolved region — useful to sweep up remote roles that never pinned a geography. It ORs with real regions, e.g. --region eu,none.
  • result.regions / countries / cities may be empty arrays for the same reason; treat empty as unknown, not as "none of the above".

Notes

  • Data is from freehire.dev's public API — no credentials required. Only per-user tracking (apply/save) needs a key, and this skill deliberately does not touch it: it is search + detail only.
  • id in search results is the freehire public_slug — pass it as-is to detail.
  • date is the posting date (posted_at); it may be null for undated postings.
  • Facet values are controlled vocabularies. Use /api/v1/jobs/facets to see the live values (with counts) for a query before filtering.
  • The API retries 429/5xx with exponential backoff; an unreachable API exits non-zero with a clear message (best-effort service, see the dependency note above).