Data Analysis AI agent skills

2,858 skills in the archive. Read a skill’s instructions or open its original repository.

• Prototype Openclaw Tui

  by @openclaw

  Build throwaway, fixture-driven OpenClaw Clack or Pi TUI prototypes and compare multiple interactive variants side by side in tmux without running the full application or touching live state.

• Control Ui

  by @openclaw

  Operate and troubleshoot the OpenClaw Control UI: navigate connected clients, organize sessions, build session dashboards, and handle direct or Tailscale-hosted Gateways.

• Openclaw Test Heap Leaks

  by @openclaw

  Investigate OpenClaw pnpm test memory growth, Vitest OOMs, RSS spikes, and heap snapshot deltas.

• Notcrawl

  by @openclaw

  Notion archive: search, sync freshness, pages/databases, Markdown exports, SQL counts, and Notcrawl repo work.

• Slacrawl

  by @openclaw

  Slack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.

• Obsidian Vault Maintainer

  by @openclaw

  Maintain an Obsidian-friendly memory wiki vault with wikilinks, frontmatter, and official Obsidian CLI awareness.

• Market Research

  by @affaan-m

  Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund…

• X Api

  by @affaan-m

  X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X…

• Postgres Patterns

  by @affaan-m

  Patrones de base de datos PostgreSQL para optimización de consultas, diseño de esquemas, indexación y seguridad. Basado en las buenas prácticas de Supabase.

• Android Clean Architecture

  by @affaan-m

  Android と Kotlin Multiplatform プロジェクトのクリーンアーキテクチャパターン — モジュール構造、依存関係ルール、UseCase、Repository、データ層パターン。

• Serving Llms Vllm

  by @NousResearch

  vLLM: high-throughput LLM serving, OpenAI API, quantization.

• Weights And Biases

  by @NousResearch

  W&B: log ML experiments, sweeps, model registry, dashboards.

• Pytorch Lightning

  by @NousResearch

  Clean training loops with built-in distributed support.

• Faiss

  by @NousResearch

  Fast vector similarity search at billion scale.

• Huggingface Hub

  by @NousResearch

  HuggingFace hf CLI: search/download/upload models, datasets.

• Blackbox

  by @NousResearch

  Delegate coding tasks to the Blackbox AI multi-model CLI.

• Comps Analysis

  by @NousResearch

  Build comparable-company valuation workbooks in Excel.

• Troubleshoot

  by @microsoft

  Investigate unexpected behavior in the current Copilot agent session by analyzing its event log. Use when the user asks why something happened, why a request was slow, why a tool was or was not used, or why…

• Pdf

  by @anthropics

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding…

• Landing Report

  by @garrytan

  Read-only queue dashboard for workspace-aware ship. (gstack)

• Gstack Openclaw Ceo Review

  by @garrytan

  Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope, or decide whether to expand or reduce the plan.

• Ui Styling

  by @nextlevelbuilder

  Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design…

• Caveman Stats

  by @JuliusBrussee

  Show recorded output and cache-read token usage and mode attribution for the current Claude Code session, or locate the host's native usage report. Trigger: /caveman-stats.

• Ci Metrics

  by @pytorch

  Query PyTorch CI, GitHub Actions, HUD, Grafana, and infrastructure metrics. Use when users ask about CI duration, job failures, queue times, workflow trends, runner health, dashboard data, or PyTorch infrastructure metrics.

• Fastapi

  by @fastapi

  FastAPI best practices and conventions. Use when working with FastAPI APIs, Pydantic models, dependencies, streaming responses including Server-Sent Events (SSE), and serving frontend apps. Keeps FastAPI code clean and up to…

• Trading Analysis Dashboard Template

  by @nexu-io

  Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live playback, and command palette behavior. Use when users ask for a…

• Social Media Matrix Tracker Template

  by @nexu-io

  社媒矩阵数据追踪面板模板（Social Media Matrix Tracker）。 Use when users ask for a cinematic, data-dense social media analytics dashboard with multi-platform metrics, interactive charts, hover insights, range compare, and dark/light theme…

• Social Media Dashboard

  by @nexu-io

  Creator-facing social media analytics dashboard in a single HTML file. A platform switcher (X / LinkedIn / YouTube / Instagram), a row of KPI cards (followers, engagement rate, likes, reposts), a follower-growth chart, a "top…

• Verification & Quality Assurance

  by @ruvnet

  Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

• Swarm Advanced

  by @ruvnet

  Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

• Browser

  by @ruvnet

  Web browser automation with AI-optimized snapshots for claude-flow agents

• Github Dashboard

  by @nexu-io

  GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief asks for a GitHub repo dashboard, open-source growth report, repository health…

• Interview Me

  by @addyosmani

  Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified…

• Spec Driven Development

  by @addyosmani

  Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when drafting a PRD or requirements document with objectives and scope, or when requirements are…

• Design Guide

  by @paperclipai

  Paperclip UI design system guide for building consistent, reusable frontend components. Use when creating new UI components, modifying existing ones, adding pages or features to the frontend, styling UI elements, or when you…

• Ruview Model Training

  by @ruvnet

  Train RuView models — camera-free WiFlow pose (10 sensor signals, no labels), camera-supervised pose (MediaPipe + ESP32 CSI → 92.9% PCK@20, ADR-079), RuVector contrastive embeddings (AETHER, ADR-024), domain generalization…

• Full Text Search

  by @lobehub

  Use for product search: FtsSearchRepo, pg_search/pg_like/Elasticsearch, mapping migrations, projections, Outbox sync, reindexing and performance. Excludes agent web search.

• Drizzle

  by @lobehub

  Use for Drizzle schemas and queries: tables, indexes, relations, joins and inferred types. Rollout belongs to db-migrations.

• Data Analysis

  by @bytedance

  Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured data exploration. Supports…

• Newsletter Generation

  by @bytedance

  Use this skill when the user requests to generate, create, write, or draft a newsletter, email digest, weekly roundup, industry briefing, or curated content summary. Supports topic-based research, content curation from multiple…

• Ahrefs Automation

  by @ComposioHQ

  Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.

• Agentic Jujutsu

  by @ruvnet

  Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

• Agent Hierarchical Coordinator

  by @ruvnet

  Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator

• Agent Adaptive Coordinator

  by @ruvnet

  Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator

• Agent Performance Monitor

  by @ruvnet

  Agent skill for performance-monitor - invoke with $agent-performance-monitor

• Agent Memory Coordinator

  by @ruvnet

  Agent skill for memory-coordinator - invoke with $agent-memory-coordinator

• Agent Data Ml Model

  by @ruvnet

  Agent skill for data-ml-model - invoke with $agent-data-ml-model

• Agent Specification

  by @ruvnet

  Agent skill for specification - invoke with $agent-specification

• Agent Architecture

  by @ruvnet

  Agent skill for architecture - invoke with $agent-architecture

• Agent User Tools

  by @ruvnet

  Agent skill for user-tools - invoke with $agent-user-tools

• Agent App Store

  by @ruvnet

  Agent skill for app-store - invoke with $agent-app-store

• Adr Reindex

  by @ruvnet

  Reconcile the ADR index against a DELETED ADR file or relation line by dropping and rebuilding adr-patterns + adr-edges from scratch (scripts/reindex.mjs). Use when adr-index alone leaves stale rows behind.

• Cost Export

  by @ruvnet

  Export cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, Datadog, custom dashboards)

• Daa Agent

  by @ruvnet

  Create and adapt Dynamic Agentic Architecture agents that learn and evolve

• Visualize

  by @code-yeongyu

  Builds a self-contained HTML page (chart, table, diagram, dashboard) to show inline in a thread. Use before calling show_html_page, html_preview or html_render, or whenever an answer reads better as a page than as prose.

• Data Scientist

  by @code-yeongyu

  Processes and analyzes data with resident-kernel engines (DuckDB, Polars) and one-shot tools. Use for CSV/parquet/JSON analysis, group-by/join/aggregation, time series, distributions, cleaning, or plotting a dataset.

• Archify

  by @tt-a1i

  Create polished, validated architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as explorable standalone HTML with inline SVG, dark/light themes, optional trace motion, and PNG/JPEG/WebP/SVG/WebM export.…

• Creating Financial Models

  by @anthropics

  This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

• Ai Seo

  by @coreyhaines31

  When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative…

• Attribution

  by @coreyhaines31

  When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribution,"…

• Sales Enablement

  by @coreyhaines31

  When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,'…

• Analytics

  by @coreyhaines31

  When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag…

• Ab Testing

  by @coreyhaines31

  When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy,"…

• Copywriting

  by @coreyhaines31

  When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for,"…

• Cli Anything Cloudanalyzer

  by @HKUDS

  Command-line interface for CloudAnalyzer — Agent-friendly harness for CloudAnalyzer, a QA platform for mapping, localization, and perception outputs. Supports 27 commands across 8 groups: point cloud evaluation, trajectory…

• Cli Anything Ccswitch

  by @HKUDS

  CLI interface for CC Switch — manage AI coding tool configurations from the terminal

• Markdown Mermaid Writing

  by @K-Dense-AI

  Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering checks. Use…

• Paper Lookup

  by @K-Dense-AI

  Searches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns results with reproducible provenance. Covers PubMed, PMC, Europe PMC, bioRxiv, medRxiv,…

• Neurokit2

  by @K-Dense-AI

  Builds and audits reproducible NeuroKit2 research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Use when code imports neurokit2 or needs its…

• Matlab

  by @K-Dense-AI

  Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.

• Neuropixels Analysis

  by @K-Dense-AI

  Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit…

• Optimize For Gpu

  by @K-Dense-AI

  GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX, scikit-image, vector-search,…

• 13c Metabolic Flux

  by @K-Dense-AI

  Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation, constrained multistart fitting, and flux-profile diagnostics. Use for…

• Opentrons Integration

  by @K-Dense-AI

  Authors, reviews, migrates, simulates, and troubleshoots official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime…

• Omero Integration

  by @K-Dense-AI

  Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use this skill for scoped OMERO inventory,…

• Lab Hardware Cad

  by @K-Dense-AI

  Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and…

• Modal

  by @K-Dense-AI

  Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web…

• Ontology Term Resolution

  by @K-Dense-AI

  Resolves free-text scientific labels to ontology term IDs and validates existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also looks up prefixes in Bioregistry, resolves compact identifiers via Identifiers.org,…

• Literature Review

  by @K-Dense-AI

  Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citation…

• Latchbio Integration

  by @K-Dense-AI

  Builds, registers, debugs, and operates bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. Use when authoring or deploying Latch…

• Fictiv

  by @K-Dense-AI

  Operates Fictiv (app.fictiv.com), the on-demand manufacturing platform, end to end in the user's browser. Covers uploading CAD parts, configuring process, material, finish, threads, tolerances and inspections, getting instant or…

• Open Notebook

  by @K-Dense-AI

  Organizes research with the self-hosted Open Notebook alternative to NotebookLM. Supports source ingestion (PDFs, web pages, audio, video, and Office documents), cited document chat, text and vector search, notes, custom…

• Nextflow

  by @K-Dense-AI

  Builds, runs, and debugs Nextflow DSL2 pipelines and nf-core workflows. Use for Nextflow, nf-core, .nf files, nextflow.config, processes/channels/operators, samplesheets, nf-test, modules/subworkflows, container and executor…

• Matchms

  by @K-Dense-AI

  Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity…

• Lamindb

  by @K-Dense-AI

  Manages biological datasets and models with LaminDB, including artifact registration, lineage tracking, schema validation, Bionty ontology annotation, query/search, collections, branches, storage, and workflow integrations. Use…

• Labarchive Integration

  by @K-Dense-AI

  Integrates with the official LabArchives ELN REST-like API and Inventory API v1. Supports regional endpoint selection, signed-request construction, user authorization and UID flows, local LA container validation, and verified…

• Paperclip

  by @K-Dense-AI

  Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. Supports source-scoped search, full-text grep, metadata SQL, map/reduce extraction,…

• Networkx

  by @K-Dense-AI

  Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting…

• Liteparse

  by @K-Dense-AI

  Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; running OCR on scans; producing layout-preserved JSON for RAG; batch-ingesting…

• Onekgpd

  by @K-Dense-AI

  Queries the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a question is about individuals or variants in the 1000 Genomes Project cohort: which…

• Pacsomatic

  by @K-Dense-AI

  Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs. Supports samplesheet generation, pinned Nextflow launch artifacts, local checks, LSF/Slurm/PBS Pro/SGE…

• Openpiv

  by @K-Dense-AI

  Performs Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating interrogation windows,…

• Nwb Conversion

  by @K-Dense-AI

  Converts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks evidence-based clock alignment, and produces schema validation, NWB Inspector findings…

• Molfeat

  by @K-Dense-AI

  Featurizes small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening, and molecular ML. Covers ECFP/MACCS fingerprints, RDKit descriptors, pharmacophores, pretrained embeddings, configuration…

• Marine Carbonate Chemistry

  by @K-Dense-AI

  Solves seawater carbonate chemistry with PyCO2SYS for chemical oceanography, ocean acidification, and marine carbon-cycle research. Use for paired total alkalinity, dissolved inorganic carbon, pH, or seawater pCO2/fCO2…

• Ncats Arax

  by @K-Dense-AI

  Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and endpoint-pinned two-hop biomedical knowledge-graph relationships. Use for Biolink-constrained RTX-KG2 lookup, explicit…

• Mageck

  by @K-Dense-AI

  Analyzes pooled CRISPR screen FASTQ reads and guide-count matrices with MAGeCK, validates guide libraries and contrasts, measures replicate and library QC, and produces gene hit rankings with effect sizes and FDR. Use for new…

• Flowkit

  by @K-Dense-AI

  Analyzes flow cytometry data with FlowKit, including spillover compensation, logicle and biexponential transforms, hierarchical gating, GatingML strategies, and supported FlowJo 10 workspaces. Use for reproducible gate counts,…

• Cantera

  by @K-Dense-AI

  Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic ideal-gas constant-volume or…

• Nmrglue

  by @K-Dense-AI

  Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration regions. Use for raw 1D NMR processing, ppm-axis verification, apodization, Fourier…