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nlp-search

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Turn natural language into precise HR actions.

Software Engineering#backend#nlp#inventory#semantic-search#intent-recognition#hr-ims#query-parsing
AuthorArnutt-N
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Handling natural language queries for HR-IMS is error-prone and time-consuming. This skill translates everyday questions into structured intents and entities to drive precise searches and analytics across items, users, and requests.

Core Features & Use Cases

  • Intent recognition: Classifies user queries into actions like search items, search users, search requests, or stats.
  • Entity extraction & filtering: Detects statuses, dates, categories, and locations to refine results.
  • Unified results & versatility: Returns relevant results with context for quick follow-ups and actions.
  • Use Case: A supervisor asks for “pending requests from last week” and receives a filtered result set with user names and statuses.

Quick Start

Ask the system to find pending inventory items created this week.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: nlp-search
Download link: https://github.com/Arnutt-N/hr-ims/archive/main.zip#nlp-search

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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