Product Jobs Search Agent — Data skill for Claude Code

Job Search Agent — for Product Managers

A file-based agentic system that runs a senior PM job search end to end. Built with [Claude Code](https://claude.ai/code). No external services, no subscriptions, no database.

**Designed for:** Senior / Director / VP product managers in a specialized domain (identity, fintech, SaaS, data platforms, etc.) who want a structured system rather than ad-hoc AI prompting.

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The problem this solves

Most AI job search tools stop at resume rewriting. This one runs the whole operation:

• Finds roles — query-led web discovery, watchlist passes, and a Python ATS scanner across 27 boards
• Verifies them — every role confirmed on the employer's own ATS before any effort goes into it
• Scores them — 5-dimension rubric (domain, level, comp, location, company) with transparent modifiers, not keyword matching
• Evaluates each role — 7-block structured report covering fit, comp, personalization angle, interview stories, and blockers
• Tailors your materials — resume and cover letter calibrated to one specific JD
• Prepares you — company research, interview story mapping, negotiation prep
• Scores company survival — 9 dimensions, stated confidence, and what it means for your equity and your next two years
• Keeps the pipeline honest — dedup, staleness enforcement, proof-point integrity

**Key finding from 8 weeks of operation:** ~32% of apparently live job board listings are already closed *(measured: 8 of ~25 postings verified against employer ATS in the first week — dead reqs stay indexed on aggregators for months)*. The verification gate catches them before you invest any time. A "quiet market" that hasn't been verified is not a finding — it's an unread report.

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The 12 modes

Trigger	Mode	What it does
"run the scout" / "any new roles"	Scan	Query-led discovery + ATS verification
Paste a JD or URL	Evaluate	7-block report + score + tracker entry
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