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Topic: mcp

13,395 skills in this topic.

openai-whisper Local speech-to-text with the Whisper CLI (no API key).
beita6969/ScienceClaw 571
openalex-search Open academic metadata via OpenAlex API. Use when: user needs author profiles, institution data, concept mapping, or open citation data. NOT for: full-text search or downloading papers.
beita6969/ScienceClaw 571
pdb-structure Query the RCSB PDB API for protein 3D structures, experimental metadata, and structure files. Use when the user needs crystal or cryo-EM structure data, PDB entries, resolution info, or structure file downloads. NOT for protein sequences/annotations (use UniProt), gene data (use NCBI), or pathway info (use KEGG).
beita6969/ScienceClaw 571
post-processing Extract, analyze, and visualize simulation output data. Use for field extraction, time series analysis, line profiles, statistical summaries, derived quantity computation, result comparison to references, and automated report generation from simulation results.
beita6969/ScienceClaw 571
pubmed-database Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
beita6969/ScienceClaw 571
quantum-computing Designs and analyzes quantum computing solutions including quantum circuit construction, algorithm implementation, error correction, and quantum advantage assessment; trigger when users discuss qubits, quantum gates, quantum algorithms, or quantum hardware.
beita6969/ScienceClaw 571
research-lookup Look up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic paper searches). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying scientific information.
beita6969/ScienceClaw 571
science-communication
beita6969/ScienceClaw 571
xurl A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or interact with any X API v2 endpoint.
beita6969/ScienceClaw 571
scienceclaw-discovery Identify research gaps, synthesize cross-disciplinary insights, and generate novel hypotheses. Use when: user asks about unexplored areas, cross-field connections, or new research directions. NOT for: routine literature review or data analysis.
beita6969/ScienceClaw 571
wikidata-knowledge Query Wikidata for structured knowledge using SPARQL and entity search. Use when: (1) finding structured facts about entities (people, places, organizations), (2) querying relationships between entities, (3) cross-referencing external identifiers (Wikipedia, VIAF, GND, ORCID), (4) building knowledge graphs from linked data. NOT for: full-text article content (use Wikipedia API), scientific literature (use semantic-scholar), geospatial data (use OpenStreetMap).
beita6969/ScienceClaw 571
test-driven-development Use when implementing any feature or bugfix, before writing implementation code
beita6969/ScienceClaw 571
statsmodels Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.
beita6969/ScienceClaw 571
statistical-testing Advanced statistical testing including hypothesis testing, Bayesian analysis, survival analysis, time series, multivariate methods, and meta-analysis. Use when user needs specific statistical tests beyond basic EDA, power analysis, Bayesian inference, survival curves, time series forecasting, or meta-analysis. Triggers on "hypothesis test", "Bayesian", "survival analysis", "time series", "meta-analysis", "bootstrap", "permutation test", "mixed model", "structural equation".
beita6969/ScienceClaw 571
scientific-visualization Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
beita6969/ScienceClaw 571
vibegit
memovai/memov 187
tanstack-query-best-practices TanStack Query (React Query) best practices for data fetching, caching, mutations, and server state management. Activate when building data-driven React applications with server state.
infiniflow/ragflow 77,804
go-naming Go naming conventions and best practices. Use this skill when working with Go code and need to name packages, files, directories, structs, interfaces, functions, variables, or constants. Provides comprehensive naming guidelines following Go community standards.
infiniflow/ragflow 77,804
evermind-ai-everos Install and configure EverOS for OpenClaw natural-language memory. Use when users say: - "install everos" - "setup everos" - "install everos plugin" - "enable everos memory" - "remember my preferences in OpenClaw"
EverMind-AI/EverOS 3,724
flight-search Search and book flights across 180+ airlines with zero markup — $20–50 cheaper than OTAs. Returns raw airline prices via local connectors (Ryanair, EasyJet, Wizz Air, Southwest, AirAsia, and 175+ more). Use when user asks to "find flights", "search flights", "book a flight", "compare airline prices", "find cheap flights", "fly from X to Y", "find connections", "find layover options", or any flight-related travel query. Do NOT use for hotel-only searches, car rentals, or non-flight travel bookings.
LetsFG/LetsFG 412
letsfg Agent-native flight search and booking via 180+ airline connectors. Returns raw airline prices with zero markup — $20–50 cheaper than OTAs. Use when user asks to "find flights", "search flights", "book a flight", "compare airline prices", "find cheap flights", "fly from X to Y", or any flight-related travel query. Do NOT use for hotel-only searches (use hotel skills), car rentals, or non-flight travel bookings.
LetsFG/LetsFG 412
memora
agentic-box/memora 386
memora Use when working with persistent memory across sessions, storing/retrieving knowledge, managing TODOs/issues, or when context from previous sessions would be helpful.
agentic-box/memora 386
opus-4-5-migration Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.
gotalab/skillport 374