job-hunt

job-hunt is a skill for Claude Code from MelonS/MelonS-Agents. It costs 0 tokens per session (2,710 once invoked), scanned A, original, MIT.

A workflow for finding Korean job postings that match a target role, location, and keywords. It expands a short seed such as “Problem Solver” into related titles used by different companies.

In plain words
What is it for?
Use it to find roles such as forward-deployed engineer, applied AI engineer, solutions engineer, generalist, AI product manager, or backend engineer.
Why use it?
It reduces the need to search many job-title variations manually and produces a filtered, deduplicated digest with fit scores and application links.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is records_root: ./records/jobs # where digests land.

Good fit Use it to find roles such as forward-deployed engineer, applied AI engineer, solutions engineer, generalist, AI product manager, or backend engineer.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/MelonS/MelonS-Agents
agentmods
npx agentmods add skills/melons/melons-agents/job-hunt

Made for: Claude Code.

Its marketplace also offers this one on its own, as the plugin job-hunt/plugin install job-hunt after adding the marketplace above.

Wrote 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.

agentmods badge for job-hunt

README.md
[![agentmods](https://agentmods.dev/badge/skills/melons/melons-agents/job-hunt.svg)](https://agentmods.dev/skills/melons/melons-agents/job-hunt)
Your own site
<a href="https://agentmods.dev/skills/melons/melons-agents/job-hunt"><img src="https://agentmods.dev/badge/skills/melons/melons-agents/job-hunt.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,710 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.02710
Opus 5 $0.00000 $0.01355
Sonnet 5 $0.00000 $0.00542
Haiku 4.5 $0.00000 $0.00271

Measured 8d ago against content hash 34f002b13e7d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

job-hunt 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 8d ago.

The scan reads SKILL.md. This mod also ships 25 executable files (scripts/apply-assist.sh, scripts/company-research.sh, scripts/cover-letter-draft.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

compatibility: Requires `bash`, `curl`, `jq`, optional `pup` or `python3` for HTML parsing depending on source. Per-source authentication varies — see `sources/<name>.sh` headers. macOS or Linux. Live scraping not yet im
skills/job-hunt/SKILL.md · 203 lines

How it starts

The opening of the file, as written. The whole thing — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.

job-hunt

Daily / on-demand digest of new job postings matched against an operator-defined filter (직군 + 지역 + 키워드), with apply-assist links per posting.

Status (2026-05-20)

End-to-end pipeline functional in mock-fallback mode, with the v2 short-keyword UX (--seed "Problem Solver" → automatic role family expansion via config/role-synonyms.yaml) wired in. Live HTTP integration is gated on operator validation per source.

Component Status
Orchestrator (scripts/run.sh) ✅ wired; filter + dedupe + diff + render + --fit-score integration
Markdown digest renderer (scripts/digest.sh) ✅ working; fit-score line per posting
Apply-assist link derivation (scripts/apply-assist.sh) ✅ working
config/role-synonyms.yaml ✅ Phase 2.1 — 5 families, 50+ synonyms (problem-solver, ai-engineer-ml, agent-engineer, ai-product-manager, backend-engineer)
config/operator-profile.example.md ✅ Phase 2.2 — generic template (operator copies → operator-profile.md, gitignored)
sources/_mock.sh ✅ deterministic 11-posting fixture incl. Problem Solver family
sources/global-ats.sh live-ready — Greenhouse + Ashby + Lever public boards, no auth; 2026-05-21 e2e test pulled 5,019 raw / 171 Problem-Solver-matched postings; flip JH_GLOBAL_ATS_LIVE=1
sources/global-remoteok.sh live-readyremoteok.com/api, no auth; 99 raw postings on test fetch; flip JH_GLOBAL_REMOTEOK_LIVE=1
sources/global-remotive.sh live-readyremotive.com/api/remote-jobs, no auth; 19 raw postings; flip JH_GLOBAL_REMOTIVE_LIVE=1
sources/global-hn-whoshiring.sh live-ready — HN monthly "Who is hiring?" thread via hn.algolia.com; 334 postings on May 2026 thread; flip JH_GLOBAL_HN_LIVE=1
sources/kr-worknet.sh live-ready — 워크넷 (정부 공공고용서비스); SSR HTML parser, 10-20 postings/page; flip JH_WORKNET_LIVE=1
sources/kr-wanted.sh ⚠️ mock-fallback default + 1 Problem Solver entry; live HTTP flip via JH_WANTED_LIVE=1 + WANTED_API_KEY (operator-validated)
sources/kr-saramin.sh ⚠️ mock-fallback default + 1 문제 해결사 entry; live OpenAPI flip via JH_SARAMIN_LIVE=1 + SARAMIN_KEY (free signup at oapi.saramin.co.kr)
sources/kr-jobkorea.sh permanent mock-only — robots.txt forbids /Search/?stext= (only SSR path); 2017 잡코리아 vs 사람인 precedent applies. See docs/research/job-sources-survey-2026-05-21.md.
sources/kr-programmers.sh deprecated stub — Programmers 채용 service permanently closed 2025-05-19, domain NXDOMAIN
scripts/fit-score.sh ⚠️ Phase 2.3 — scaffold mode default; per-posting Claude call gated on JH_FIT_SCORE_LIVE=1
scripts/cover-letter-draft.sh ⚠️ Phase 2.5 — scaffold mode default; gated on JH_COVER_LETTER_LIVE=1
scripts/company-research.sh ⚠️ Phase 2.5 — scaffold mode default; gated on JH_COMPANY_RESEARCH_LIVE=1
scripts/interview-prep.sh ⚠️ Phase 2.5 — scaffold mode default; gated on JH_INTERVIEW_PREP_LIVE=1
scripts/derive-profile.sh ⚠️ Phase 2.4 — scaffold mode default; reads repo and drafts operator-profile.md; gated on JH_DERIVE_PROFILE_LIVE=1
tests/smoke.sh + edge-cases.sh + schema-validation.sh ✅ 68/68 PASS (32 + 26 + 10)

Read the full file on GitHub · 203 lines

Changes

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.

  1. 8d ago First seen · 203 lines · 0 tokens per session scan A 34f002b13e7d

Subscribe to this mod's changes

job-hunt is a skill published in the GitHub repository MelonS/MelonS-Agents (16 stars, last pushed 17d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,710 tokens. 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 2026-08-30.

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