В каталоге 182 820 навыков в 14 категориях.
Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species, integrating OMIM, O...
Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. Use when working with network/gra...
Manages microscopy image data on an OMERO server via the OMERO Python API (BlitzGateway) — access images, retrieve datas...
Query and analyze scholarly literature using the OpenAlex API across 300M+ works, retrieving papers, authors, institutio...
Query the Open Targets Platform GraphQL API for target-disease associations, tractability and safety data, genetics/omic...
Simulates a full multi-reviewer journal review PANEL — 5 personas (Editor-in-Chief + 3 peer reviewers + a Devil's Advoca...
Drafts and revises academic papers through a 12-agent pipeline with hardened LaTeX output (apa7 class, PDF compiled from...
Run full computational-pathology workflows with PathML — whole-slide-image (WSI) analysis across 160+ slide formats, mul...
Builds INTERACTIVE charts with the Plotly Python library (plotly.express / graph_objects) — hover tooltips, zoom/pan, an...
Fast in-memory DataFrame analytics with Polars — lazy evaluation, parallel execution, and an Apache Arrow backend for da...
Queries the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biomedical relationships across genes, drugs, di...
Query PubChem via the PUG-REST API and PubChemPy across 119M+ compounds, searching by name, CID, or SMILES and retrievin...
Provide direct REST API access to PubMed via the NCBI E-utilities API, supporting advanced Boolean/MeSH queries, batch p...
Scales reinforcement learning with PufferLib — high-throughput parallel training (PuffeRL), vectorized environments, and...
Run differential gene expression analysis on bulk RNA-seq count matrices with PyDESeq2, the Python port of DESeq2 — size...
Bayesian modeling and probabilistic programming with PyMC 6 and ArviZ 1.x — hierarchical models, MCMC (NUTS via PyMC, nu...
Multi-objective optimization with pymoo — NSGA-II, NSGA-III, MOEA/D, Pareto-front computation, constraint handling, and...
Build complete mass-spectrometry workflows with pyOpenMS — feature detection, peptide identification, protein quantifica...
Read and write genomic alignment and variant files in Python with pysam (htslib bindings) — SAM/BAM/CRAM alignments, VCF...
Loads Therapeutics Data Commons (TDC, PyTDC) AI-ready drug-discovery datasets and benchmarks — ADME, toxicity, drug-targ...
Work with your Zotero reference library from code — search and read items, collections and tags, export BibTeX / CSL-JSO...
Builds, transpiles, and runs quantum circuits with Qiskit, IBM's quantum computing framework, including Qiskit Runtime p...
Simulates open quantum systems with QuTiP, the Quantum Toolbox in Python, solving Lindblad master equations (mesolve), M...
Provides the RDKit cheminformatics toolkit for low-level, fine-grained molecular primitives — SMILES/SDF parsing, descri...
Query the Reactome REST API for pathway analysis, over-representation/enrichment, gene-to-pathway mapping, disease pathw...
Orchestrates the full academic research pipeline (research, write, integrity check, review, revise, re-review, re-revise...
Drives the Rowan cloud quantum-chemistry platform via its Python API for computational chemistry — pKa prediction, geome...
Run the standard single-cell RNA-seq analysis pipeline with Scanpy on AnnData — QC filtering, normalization, dimensional...
Apply the scGPT single-cell foundation model (Cui 2024) to annotate and embed cells — zero-shot and fine-tuned cell-type...
Run RNA velocity analysis with scVelo on single-cell RNA-seq data — estimate cell-state transitions from spliced/unsplic...
Builds statistical plots with the seaborn Python library and pandas DataFrame integration, on attractive matplotlib-base...
Model interpretability and explainability with SHAP (SHapley Additive exPlanations) — feature importance and plots (wate...
Process-based discrete-event simulation in Python with SimPy — processes, queues, shared resources, and time-based event...
The AlterLab front door and multi-agent launcher — routes a task to the right AlterLab skill(s) when the user invokes th...
<Verb-led statement of what the skill does, naming the real tools/libraries/databases/methods>. Use when <concrete trigg...
Query the STRING API for protein-protein interactions (59M proteins, 20B+ interactions across 12,500+ organisms), buildi...
Symbolic mathematics in Python with SymPy — solve equations algebraically, perform calculus (derivatives, integrals, lim...
Designs courses and teaching materials using backward design (Wiggins & McTighe), constructive alignment (Biggs), and Bl...
Supervises theses and dissertations end to end — structure guidance from proposal through defense, chapter-by-chapter wr...
Forecasts time series zero-shot with Google's TimesFM foundation models — TimesFM 2.5 (200M, Apache-2.0 weights; Forecas...
Nonlinear dimensionality reduction with UMAP — fast manifold learning for 2D/3D visualization, clustering preprocessing...
Provide direct REST API access to UniProt (Swiss-Prot/TrEMBL) for protein sequence searches, FASTA retrieval, functional...
Access USPTO patent and trademark data through the Open Data Portal (ODP) APIs — Patent File Wrapper search, examination...
Out-of-core tabular analytics with Vaex — memory-mapped HDF5/Arrow/Parquet via vaex.open, lazy virtual columns, delayed...
Chunked, compressed N-dimensional arrays for cloud storage with Zarr — parallel I/O, S3/GCS integration, and NumPy/Dask/...
Access the ZINC database of 230M+ commercially available (purchasable) compounds, searching by ZINC ID or SMILES, runnin...
Create original short videos using the 单目标逃生｜前后灾害交替逼近 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wan...
Multi-agent frameworks beyond LangGraph. CrewAI crews, Microsoft Agent Framework, OpenAI Agents SDK. Use when building m...
Workflow for event-level and isoform-level splicing analysis with sashimi-ready outputs and splice QC.
Analyze alternative investments including hedge funds, private equity, and venture capital. Use when the user asks about...
Generate materially different approaches to a product, workflow, or system problem, compare them with the conventional a...
Create "[Competitor] alternative" and comparison pages for developer tools. Build honest, high-converting comparison con...
Skill zur Altersteilzeit der Beamten nach § 93 BBG bzw. § 9 BeamtStG i.V.m. den Landesregelungen. Klaert die zwei Modell...
Altersverifikation Jugendschutz: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen. Norm-/Quelle...
Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon,...
Re-pitch one piece of content for four audiences — the board, the engineers, a customer, a new hire — with a delta table...
Use this skill when the user asks to list, create, inspect, update, disable, re-enable, or revoke AltLLM Portal API keys...
Use this skill when the user asks to log in or out with a wallet session, fetch a wallet sign-in challenge, verify an ex...
Use this skill when the user asks to inspect AltLLM Portal balance, redeem a promo code, review billing transactions, or...
Use this umbrella skill when the request spans multiple AltLLM Portal CLI domains, or when you need to navigate the loca...
Use this skill when the user asks to create a NOWPayments crypto payment link, poll payment status, or execute a support...
Use when configuring ALTO settings including arbiter thresholds, permissions, or verification hooks. Applies during setu...
Use when developing ALTO itself - editing devenv.nix, hooks/*.py, agents/*.md, or checking Claude Code hook/agent syntax...
Use when starting a new feature - running /alto-feature-setup, updating objective.md, or running alto-new-run. Interacti...
Use when working with ALTO protocol files - runs/state.json, runs/handoffs/*.md, runs/tasks/*.md, runs/plan.md, or runs/...
Use when ALTO needs to fix itself via GitHub issues. Procedural workflow for running /alto-self-fix or solving issues th...
Use when switching ALTO orchestrator modes (dev/build/setup). Guides mode transitions and session management via the alt...
Run AltoRank through its hosted MCP server: readiness audits, Search Console, keyword research, and SEO drafts into a re...
Automate Altoviz tasks via Rube MCP (Composio). Always search tools first for current schemas.
Use when changing shared upstream-owned files, editing or reviewing `altrucoder_change` markers, or moving additive Altr...
Analyze laboratory alumni career trajectories and outcomes to provide data-driven career guidance for current students a...
Universal task initializer that automatically loads PAI context for all user requests. Ensures complete context availabi...
Use at the start of every user turn, and whenever the user starts, pauses, resumes, practices, reviews, or checks progre...
always on skill for handoffs
Before implementing any code changes, create a detailed plan and present it for review using #pla... Use when configurin...
Forces the agent to always use the AskQuestion tool for user prompts instead of conversational questions. Apply this whe...
Default testing standard for all implementation work - ensures code actually works through mandatory execution validatio...
Systematically identify, diagnose, and resolve bugs using advanced debugging techniques. Specializes in root cause analy...
Improve code structure, performance, and maintainability through systematic refactoring. Specializes in legacy moderniza...
Code review specialist that analyzes diffs and suggests improvements
Implement the next task incrementally — build, test, verify, commit
Create a conventional commit/s from current changes
Break work into small verifiable tasks with acceptance criteria and dependency ordering
Switch ponytail intensity level (lite/full/ultra/off)
Review current changes for code quality and best practices
Run the pre-launch checklist via parallel fan-out to specialist personas, then synthesize a go/no-go decision
Start spec-driven development — write a structured specification before writing code
For individual contributors who suspect they're carrying more organizational weight than their job title suggests.Analyz...
通用粒子抽象接口。当定义物质维度、物理实体或物质系统时调用此技能。
Use AMA memory in OpenClaw to recall prior context, capture turns, inspect stored state, end sessions, or delete a user'...
Search travel with Amadeus: flight offers and prices, airport autocomplete, hotel offers, cheapest dates. Trigger phrase...
Soul-Bound Keys and Soulchain for persistent agent identity, reputation, and messaging. The identity primitive for the a...
使用高德地图Web服务API进行地点搜索、天气查询和路线规划。
Places, routes, travel times, distances and weather in China through the 高德地图 (Amap) MCP server. Use when the user asks...