nlp AI Agent Skills

health-equitysemantic-analysisNLP+2

claw-semantic-sim

101

manuelcorpas

Semantic Similarity Index for disease research literature using PubMedBERT embeddings

agentsalgorithmsartificial intelligence+29

langchain_patterns

vuralserhat86

Implement Retrieval-Augmented Generation (RAG) systems with LangChain4j. Build document ingestion pipelines, embedding stores, vector search strategies, and knowledge-enhanced AI applications. Use when creating question-answering systems over document collections or AI assistants with external knowledge bases.

model_finetuning

vuralserhat86

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

DPOFine-TuningGRPO+34

text_summarizer

rscheiwe

Summarizes long text into key bullet points

nlpsummarizationtext+1

attack-patterncti-reportsmitre-attack+5

building-attack-pattern-library-from-cti-reports

mukul975

Extract and catalog attack patterns from cyber threat intelligence reports into a structured STIX-based library mapped to MITRE ATT&CK for detection engineering and threat-informed defense.

detecting-business-email-compromise-with-ai

mukul975

Deploy AI and NLP-powered detection systems to identify business email compromise attacks by analyzing writing style, behavioral patterns, and contextual anomalies that evade traditional rule-based filters.

becainlp+5

japanesehumanizewriting+2

JP Humanizer

hanabi-jpn

Naturalize AI-generated Japanese text — 500+ transformation patterns, 4 modes, 0% AI detection rate

Named Entity Recognizer

Implements custom NER models for domain-specific entity extraction with training data generation

toolnlpai+1

Text Classification Pipeline

Builds text classification pipelines with preprocessing, model training, and deployment for sentiment/topic analysis

workflownlpai+1

Prompt Template Library

Curated library of prompt templates for various NLP tasks with variable substitution and chaining

templatenlpai+1

Text Summarization Agent

Summarizes long documents with extractive and abstractive methods, key point extraction, and length control

agentnlpai+1

Semantic Search Engine

Implements semantic search with embedding models, vector databases, and hybrid search strategies

agentnlpai+1

Multi-turn Dialogue Manager

Manages multi-turn dialogues with context tracking, slot filling, and conversation state management

agentnlpai+1

Language Model Fine-Tuner

Fine-tunes language models with LoRA, QLoRA, and full fine-tuning with dataset preparation and evaluation

workflownlpai+1

Chatbot Training Data Generator

Generates diverse training data for chatbots with intent variations, entity annotations, and edge cases

toolnlpai+1

Document QA System

Builds document question-answering systems with PDF parsing, context retrieval, and answer generation

workflownlpai+1