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Research

Scientific computing and academic tools.

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astronomy-physics
23

weather

Fetch current conditions and today forecast using Open-Meteo.

MarcoDotIO
MarcoDotIO
research
open
astronomy-physics
23

antigravity

Tari Ootle development instructions for Antigravity

tari-project
tari-project
research
open
lab-tools
23

my-skill

A sample skill for testing conversion

TokenRollAI
TokenRollAI
research
open
lab-tools
23

samples

Guide for creating or updating sample applications in this project. Use when adding a new sample, modifying an existing sample, or when asked to demonstrate a feature management capability with example code.

microsoft
microsoft
research
open
lab-tools
23

cqa-06-assembly-scope

Validates assembly scope limits for nested assemblies and total includes. Use when assemblies grow too large.

redhat-developer
redhat-developer
research
open
lab-tools
23

dkg-node

DKG V9 for OpenClaw — use verifiable memory tools first for recall and durable storage, then use DKG tools for publishing, querying, discovery, messaging, and remote skill calls.

OriginTrail
OriginTrail
research
open
academic
22

nda-review

Reviews incoming one-way (unilateral) commercial NDAs in a jurisdiction-agnostic way, from either a Recipient or Discloser perspective (user-selected), producing a clause-by-clause issue log with preferred redlines, fallbacks, rationales, owners, and deadlines.

lawvable
lawvable
research
open
academic
22

cw-official-docs

Creative writing skill for creating canonical reference documentation (wikis) for fictional worlds, characters, and story events. Use when creating or updating wiki pages, official documentation, character profiles, location documentation, or lore pages. Creates polished, sourced, encyclopedic reference material.

haowjy
haowjy
research
open
academic
22

web-search

Implement web search capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to search the web, retrieve current information, find relevant content, or build applications with real-time web search functionality. Returns structured search results with URLs, snippets, and metadata.

AnswerZhao
AnswerZhao
research
open
academic
22

cw-story-critique

Creative writing skill for analyzing and critiquing story content. Use when the user requests feedback, critique, or analysis of their writing. Provides balanced feedback calibrated to intended audience.

haowjy
haowjy
research
open
astronomy-physics
22

weather

Get current weather and forecasts via Open-Meteo and wttr.in. Use when: user asks about weather, temperature, rain, wind, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.

ericwang915
ericwang915
research
open
lab-tools
22

darwin

Ecosystem self-evolution orchestrator. Detects project lifecycle phases, evaluates agent relevance, synthesizes cross-agent knowledge, and proposes evolution actions. Use when ecosystem health checks, fitness scoring, or evolution proposals are needed.

simota
simota
research
open
lab-tools
22

ab-testing

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.

dirnbauer
dirnbauer
research
open
lab-tools
22

review-tests

Assess the current coverage and patterns across all tests in the project. Use when asked to identify opportunities to improve how well the system's behaviour is confirmed by its tests.

ooloth
ooloth
research
open
lab-tools
22

experiment-tracker

Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused on managing A/B tests, feature experiments, and hypothesis validation through systematic experimentation and rigorous analysis.

Prorise-cool
Prorise-cool
research
open
scientific-computing
22

jgi-lakehouse

Skills for querying the JGI Dremio Lakehouse containing GOLD and IMG genomics databases. Use this when users want to explore JGI databases, query GOLD (Genomes OnLine Database), IMG (Integrated Microbial Genomes), or run SQL queries against JGI genomics data. Triggers on mentions of JGI, GOLD database, IMG database, genome metadata, or JGI lakehouse queries.

openscientist-io
openscientist-io
research
open
academic
21

reference

Research reference material from URLs and create comprehensive documentation. Use this skill when users provide URLs to research, need to gather and synthesize information from web sources, or want to create structured research documentation with citations and summaries.

zph
zph
research
open
scientific-computing
21

scientific-papers-to-dataset

Build structured datasets from academic papers. Use when the user wants to extract structured data from scientific literature, traverse citation graphs, search OpenAlex for papers, or create datasets from PDFs for research purposes.

eamag
eamag
research
open
academic
21

google-gemini-embeddings

Google Gemini embeddings API (gemini-embedding-001) for RAG and semantic search. Use for vector search, Vectorize integration, or encountering dimension mismatches, rate limits, text truncation.

secondsky
secondsky
research
open
academic
21

mcp-exa-search

Search the web and code context via Exa. Use when you need Exa web search, Exa code context, or Exa MCP tools. Triggers on "Exa", "web search", "search the web", "code context", "mcp exa".

vaayne
vaayne
research
open
academic
21

web-search

Search the web using Exa AI for real-time information retrieval. Use when users ask to search online, find current information, look up recent events, or need data beyond knowledge cutoff. Triggers on "search the web", "find online", "look up", "what's the latest on", "search for".

vaayne
vaayne
research
open
academic
21

docs-seeker

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy

binhmuc
binhmuc
research
open
astronomy-physics
21

calculator-skill

Use calculator tools for exact arithmetic and unit conversion.

raphaelmansuy
raphaelmansuy
research
open
lab-tools
21

experiment-review

Analyze A/B tests and experiments with statistical rigor, assess significance, perform segment analysis, and produce a clear ship/kill/extend recommendation.

shaan-ad
shaan-ad
research
open
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