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sympy-math Symbolic mathematics via SymPy. Use when: user asks for algebraic manipulation, calculus, equation solving, or mathem…

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test-driven-development Use when implementing any feature or bugfix, before writing implementation code

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tmux Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

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venue-templates Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publica…

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wikidata-knowledge Query Wikidata for structured knowledge using SPARQL and entity search. Use when: (1) finding structured facts about …

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xlsx Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants t…

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xurl A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, rep…

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ensembl-database Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparat…

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find-skills Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is…

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gh-issues Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. U…

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goplaces Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for huma…

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hypothesis-generation Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to …

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kegg-database Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug …

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nano-banana-pro Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).

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ncbi-entrez Query NCBI E-utilities for GenBank sequences, gene info, SNPs, ClinVar variants, and literature links. Use when the u…

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openai-whisper-api Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

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oracle Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).

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perplexity-search Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This s…

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plotly Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashbo…

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polars Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in mem…

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political-science Analyze political data, fact-check claims, and study policy impacts using evidence-based methods

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profile-report Unified personal genomic profile report — reads a PatientProfile JSON and synthesizes all skill results into a single…

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protein-structure Analyzes protein 3D structures, performs homology modeling, interprets AlphaFold predictions, conducts molecular dock…

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protein-structure-prediction COPYRIGHT NOTICE

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pubchem-compound Search and retrieve chemical compound data from PubChem's PUG REST API (110M+ compounds). Use when the user needs com…

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pubmed-database Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation manageme…

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rdkit Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerp…

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reactome-database Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interacti…

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regulatory-drafting COPYRIGHT NOTICE

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research-grants Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review cr…

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research-lookup Look up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic p…

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research-reflection Reflect on completed research tasks to improve future performance. Use when: a research task has just been completed …

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sag ElevenLabs text-to-speech with mac-style say UX.

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scanpy Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE),…

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scanpy-singlecell Single-cell RNA-seq analysis with scanpy and anndata. Use when: (1) scRNA-seq preprocessing and QC, (2) clustering an…

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scikit-bio Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), …

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scikit-learn Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression),…

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scikit-survival Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skil…

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search-strategy COPYRIGHT NOTICE

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session-logs Search and analyze your own session logs (older/parent conversations) using jq.

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sherpa-onnx-tts Local text-to-speech via sherpa-onnx (offline, no cloud)

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simulation-orchestrator Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for runnin…

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skill-creator Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, rev…

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skill-evolution Track and improve skill effectiveness over time using VOYAGER-style skill library patterns. Use when: analyzing which…

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slack Use when you need to control Slack from OpenClaw via the slack tool, including reacting to messages or pinning/unpinn…

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songsee Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

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sonoscli Control Sonos speakers (discover/status/play/volume/group).

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spotify-player Terminal Spotify playback/search via spogo (preferred) or spotify_player.

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statistical-analysis Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for …

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statsmodels Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with …

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