saramin-talent-search

Search and score masked Saramin talent pool candidates to build pre-purchase shortlists.

7.4k|904|Updated Mar 24, 2026
One-click install
npx skills add https://github.com/NomaDamas/k-skill --skill saramin-talent-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: saramin-talent-search
Source: https://github.com/NomaDamas/k-skill/tree/main/saramin-talent-search
Command: npx skills add https://github.com/NomaDamas/k-skill --skill saramin-talent-search

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Recruiters using Saramin's corporate talent pool must manually browse masked candidate profiles and guess which ones are worth paying to unlock. This Skill automates the search, comparison, and scoring of visible candidate data so you get a ranked shortlist with evidence before spending on paid resume views.

Core Features & Use Cases

  • Filtered Talent Search: Opens the Saramin talent pool in your logged-in browser session and applies keyword, job category, career, region, and recency filters.
  • Candidate Scoring & Shortlist: Reads visible masked profiles and resume details, then scores candidates on must-have fit, career depth, achievements, and risks to produce a Top N shortlist with direct URLs.
  • Strict Safety Boundaries: Never performs paid unlocks, contact reveals, proposals, or credential handling without explicit user approval.
  • Use Case: A hiring manager needs five backend developer candidates in Seoul with 3-7 years of experience. The Skill searches the talent pool, inspects visible profiles, and returns a scored shortlist recommending which candidates are worth a paid resume view.

Quick Start

Ask the agent to search the Saramin talent pool for backend developers with 3 to 7 years of experience in Seoul and return a scored Top 5 shortlist with profile URLs.

Frequently Asked Questions about saramin-talent-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search the Saramin talent pool with an AI agent?

The agent opens the Saramin talent pool search page in your browser, you complete corporate login and any device verification manually, then it applies filters like keyword, job category, career, and region. It reads visible masked profiles and returns a scored shortlist with direct candidate URLs.

How does Saramin candidate scoring and shortlisting work?

Candidates are scored on must-have fit, career depth, concrete achievement evidence, location and activity fit, nice-to-have signals, and risk penalties. Results are labeled as detail-based shortlists when full visible profiles were inspected, or list-based first-pass shortlists when only row data was accessible.

Can the agent unlock paid resumes or reveal candidate contact info?

No. Paid resume views, contact reveals, masking removal, proposals, scraps, and any account state changes are hard boundaries. The agent stops before those controls and recommends which candidates a recruiter should review for paid unlock manually.

Does the Saramin search skill handle my login credentials?

No. You log in and complete any two-factor verification yourself in the opened browser session. The skill explicitly forbids requesting, storing, or printing passwords, OTP codes, or session cookies.

What happens if Saramin search returns no candidates?

The agent adjusts keywords, career range, region, and update or relevance filters to broaden the search. If the UI has changed, it rediscovers the visible form and data flow before continuing rather than failing silently.