job-scraper-pipeline

job-scraper-pipeline is a skill for Claude Code, Codex from arimanyus/hermes-merchant. It costs 66 tokens per session (2,730 once invoked), scanned A, original, MIT.

A scheduled job-search pipeline for machine-learning and artificial-intelligence roles. It collects listings from Greenhouse, AshbyHQ, and Lever, removes duplicates, and scores jobs against configured profile keywords.

In plain words
What is it for?
Use it to collect new AI-related job postings, keep them in a queue, and prioritize roles that match a candidate profile.
Why use it?
It reduces the time spent checking career pages and sorting unsuitable or repeated listings. Jobs can be grouped into tiers based on their score.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to collect new AI-related job postings, keep them in a queue, and prioritize roles that match a candidate profile.

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Install with agentmods
npx agentmods add skills/arimanyus/hermes-merchant/job-scraper-pipeline
Install

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.

Any agent
npx skills add arimanyus/hermes-merchant --skill job-scraper-pipeline
Clone the repo
git clone --depth 1 https://github.com/arimanyus/hermes-merchant

Made for: Claude Code, Codex.

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.

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README.md
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Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,730 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00066 $0.02730
Opus 5 $0.00033 $0.01365
Sonnet 5 $0.00013 $0.00546
Haiku 4.5 $0.00007 $0.00273

Measured 12d ago against content hash 7e72b7e9b3c6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

job-scraper-pipeline scanned grade A with 0 findings 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 12d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

job-scraper-pipeline/SKILL.md · 228 lines

How it starts

The opening of the file, as written. The whole thing — 228 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Job Scraper + Gatekeeper Pipeline

Automated job scraping, deduplication, and gatekeeper scoring for ML/AI job hunting.

When to Use

  • Cron job that scrapes AI company career pages on Greenhouse, AshbyHQ, and Lever
  • Runs on a schedule (e.g. every 15m, 6h, or daily)
  • Appends new jobs to the queue file
  • Scores pending jobs against profile keywords

Configuration

All PII, paths, and scoring keywords live in profile.yaml at the repo root. Copy profile.yaml.example to profile.yaml and edit. Keys this skill reads:

  • paths.queue — queue JSON location (default ~/hermes-merchant/state/queue/jobs.json)
  • paths.scraper_log — log file
  • scoring.required_keywords, scoring.adjacent_roles, scoring.reject_keywords, scoring.ai_companies, scoring.tiers

Minimal loader (Python):

import yaml, os
from pathlib import Path

cfg = yaml.safe_load(Path("profile.yaml").read_text())
queue_path = Path(os.path.expanduser(cfg["paths"]["queue"]))
queue_path.parent.mkdir(parents=True, exist_ok=True)

Scraping Strategy

Sources — What Works / What Doesn't

Source Method Status Notes
Naukri.com browser_navigate Blocked Search results require JS rendering; homepage loads but listings aren't accessible.
Indeed.com browser_navigate Blocked by Cloudflare "Additional Verification Required"; cannot bypass without residential proxies.
Together AI Browser → https://job-boards.greenhouse.io/togetherai Works Greenhouse format — use the JS snippet below to extract all jobs.
Cohere Browser → https://jobs.ashbyhq.com/cohere Works (~100+ roles) AshbyHQ — largest pipeline source. Departments include Agentic Platform, Modeling, Applied-ML, Inference, Model Serving.
Baseten Browser → https://jobs.ashbyhq.com/baseten Works AshbyHQ. Many roles previously bounced on email — prefer web form.
Modal Labs Browser → https://www.modal.com/careers Works (~24 roles) AshbyHQ embedded on page — scroll to see listings.
Cerebras Browser → https://www.cerebras.ai/join-us → click ML dept Works Greenhouse-based, limited ML roles.
Mistral AI Browser → https://jobs.lever.co/mistral Works Lever ATS — do NOT add query params; go direct and filter in-page.
LangChain Browser → https://jobs.ashbyhq.com/langchain Works AshbyHQ; iframe on their own careers page — go direct.
Pinecone Browser → https://www.pinecone.io/careers Works AshbyHQ-hosted, JS console extraction works.
Groq Browser → https://www.groq.com/careers/ Moved All engineering roles now on an external ATS (Gem.com).
Hugging Face Browser → https://huggingface.co/jobs Login-gated Requires auth to view.
Anthropic Browser → https://job-boards.greenhouse.io/anthropic Works partially Greenhouse — some listings require a second fetch.
Qdrant Browser Blocked careers.qdrant.tech resolves to a private network.

Read the full file on GitHub · 228 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. 12d ago First seen · 228 lines · 66 tokens per session scan A 7e72b7e9b3c6

Subscribe to this mod's changes

job-scraper-pipeline is a skill published in the GitHub repository arimanyus/hermes-merchant (36 stars, last pushed 4mo ago), licensed MIT. It adds 66 tokens to every session and 2,730 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.