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Research

Scientific computing and academic tools.

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academic
26

sales-call-prep-assistant

Generate pre-call research briefs with company news, stakeholder backgrounds, and custom discovery question sets.

OneWave-AI
OneWave-AI
research
open
academic
26

embeddings

Text embeddings for semantic search and similarity. Use when converting text to vectors, choosing embedding models, implementing chunking strategies, or building document similarity features.

yonatangross
yonatangross
research
open
academic
26

query-decomposition

Query decomposition for multi-concept retrieval. Use when handling complex queries spanning multiple topics, implementing multi-hop retrieval, or improving coverage for compound questions.

yonatangross
yonatangross
research
open
academic
26

reranking-patterns

Reranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance scoring, or improving retrieval quality in RAG pipelines.

yonatangross
yonatangross
research
open
academic
26

agentic-rag-patterns

Advanced RAG with Self-RAG, Corrective-RAG, and knowledge graphs. Adaptive retrieval, document grading, query rewriting, web fallback. Use when building self-correcting retrieval systems.

yonatangross
yonatangross
research
open
academic
26

llm-evaluation

LLM output evaluation and quality assessment. Use when implementing LLM-as-judge patterns, quality gates for AI outputs, or automated evaluation pipelines.

yonatangross
yonatangross
research
open
academic
26

llm-evaluation

LLM evaluation and testing patterns including prompt testing, hallucination detection, benchmark creation, and quality metrics. Use when testing LLM applications, validating prompt quality, implementing systematic evaluation, or measuring LLM performance.

applied-artificial-intelligence
applied-artificial-intelligence
research
open
academic
26

hyde-retrieval

HyDE (Hypothetical Document Embeddings) for improved semantic retrieval. Use when queries don't match document vocabulary, retrieval quality is poor, or implementing advanced RAG patterns.

yonatangross
yonatangross
research
open
academic
26

advanced-guardrails

LLM guardrails with NeMo, Guardrails AI, and OpenAI. Input/output rails, hallucination prevention, fact-checking, toxicity detection, red-teaming patterns.

yonatangross
yonatangross
research
open
academic
26

rag-retrieval

Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, constructing context from retrieved documents, adding citations, or implementing hybrid search.

yonatangross
yonatangross
research
open
academic
26

flashcard-generator

Extract key concepts from any content and create spaced-repetition flashcards. Multiple formats: Anki-compatible, printable PDFs, interactive web.

OneWave-AI
OneWave-AI
research
open
academic
26

customer-review-aggregator

Aggregate and analyze customer reviews from G2, Capterra, Trustpilot, App Store, and other platforms. Performs sentiment analysis, identifies pain points, extracts feature feedback, generates marketing claims, and compares competitor reviews. Use when users need review analysis, competitive intelligence, or customer feedback insights.

OneWave-AI
OneWave-AI
research
open
computational-chemistry
26

gcs-miljo-data

Activates when querying environmental data from GCS. Use this skill for: pesticides, nitrogen leaching, BNBO drinking water protection, wetlands, soil types, environmental compliance, biodiversity. Keywords: miljø, environment, pesticide, pesticid, nitrogen, kvælstof, BNBO, wetlands, vådomr, soil, jord, biodiversity

Klimabevaegelsen
Klimabevaegelsen
research
open
astronomy-physics
26

omero-integration

Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

cosmosdb-datamodeling

Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

astrology-assistant

Build and operate an AI astrology assistant that calculates birth charts, planetary positions, houses, and aspects using Swiss Ephemeris logic. Use when creating natal charts, birth chart calculators, astrology APIs, horoscope bots, or interpreting planetary positions.

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

weather

查询指定城市的天气信息

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

studying-alien-flora

奇异植物 - Stella深入研究盖亚星球的植物生态,发现既美丽又危险的外星植被,并尝试找到可利用的资源

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

repairing-signal-tower

信号塔修复 - Stella尝试修复或建造信号发射装置,希望联系地球或发送求救信号

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

exploring-ancient-ruins

古代遗迹 - Stella深入探索盖亚星球的古代文明遗迹,解开失落文明的秘密

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

emergency-distress-signal

紧急求救 - 飞船坠毁后与Stella的首次联系,帮助她评估损伤并制定初步生存计划

ComeOnOliver
ComeOnOliver
research
open
astronomy-physics
26

cave-exploration

洞穴探险 - Stella发现一个深邃的洞穴系统,深入探索发现bioluminescent晶体、地下水源和神秘的古老痕迹

ComeOnOliver
ComeOnOliver
research
open
lab-tools
26

keep

Reflective Memory. Use when working with memory, reflection, context management, or intent tracking. Provides the reflective memory practice — how and when to use keep tools for capturing insights, tracking commitments, and maintaining awareness.

keepnotes-ai
keepnotes-ai
research
open
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