Data & Analytics Agent Skills
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Data & Analytics
1,725 skills
joshuashepherd data-storytelling
Transform raw data into compelling narratives with structured story frameworks, visualization techniques, and presentation templates for executive audiences.
1
joshuashepherd agent-trace
Debug agent execution by querying trace and metric tables, analyzing tool calls, durations, errors, and performance trends.
1
joshuashepherd book-audit
Runs a deterministic, sample-based quality audit comparing original PDF/EPUB source against converted Markdown, flagging discrepancies and producing a GREEN/YELLOW/RED status report.
1
joshuashepherd book-chunk
Chunks a book into canonical retrieval units with heading-aware structure splitting, recursive token targets, and contextual prefixes for downstream RAG ingestion.
1
joshuashepherd debug-traces
Investigates slow responses, tool failures, and guardrail rejections by querying agent trace logs and performance metrics.
1
joshuashepherd book-ingest
Upserts a validated MDX book corpus into Supabase via Drizzle, hydrating books, chapters, sections, and chunks tables while preserving stable bookmark anchors and only re-embedding changed content.
1
luokai0 f
Teaches standard SQL for creating, managing, and querying relational databases, covering DDL, DML, DQL, DCL, joins, subqueries, and best practices.
10 · bundle
luokai0 create-dxf
Generates RFQ-ready 2D DXF files and optional SVG previews from a validated JSON spec, ideal for sheet and plate parts like brackets and hole patterns.
10 · bundle
luokai0 file-hasher
Compute, verify, and compare file hashes using MD5, SHA-1, SHA-256, SHA-512, and more. Use when checking file integrity, verifying downloads against expected checksums, comparing files for equality, generating checksums for directories, hashing strings, or validating checksum files (sha256sum/md5sum format). Supports.
10 · bundle
jorcan pdf
Process PDFs with Python libraries and command-line tools: extract text and tables, create, merge, split, rotate, watermark, encrypt, and OCR documents.
0 · bundle
jorcan base
Create and manage ODB databases, connect to external databases, and automate forms, reports, and data operations with LibreOffice Base.
0 · bundle
jorcan rules
Guides configuring connection pooling for Postgres to prevent connection exhaustion under load.
0 · bundle
jorcan convex
Build and manage Convex backends: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.
0 · bundle
jorcan polars
Process tabular data with Polars' expression API, lazy evaluation, and parallel execution for fast in-memory analysis and pandas migration.
0 · bundle
jorcan seaborn
Create publication-quality statistical graphics in Python with dataset-oriented plotting, semantic mapping, and automatic statistical estimation.
0 · bundle
jorcan sql-pro
Provides expert guidance on modern SQL, cloud-native databases, and query optimization, covering performance tuning, data modeling, and hybrid analytical systems.
0 · bundle
gabrielmoreira dnasp
Reimplements DnaSP 6 for population genetics analysis of aligned DNA sequences, including nucleotide diversity, haplotype statistics, neutrality tests, linkage disequilibrium, recombination, mismatch distribution, InDel polymorphism, between-population divergence, outgroup-based tests, HKA test, McDonald-Kreitman.
17 · bundle
gabrielmoreira labstep
Queries and displays Labstep electronic lab notebook data — experiments, protocols, resources, and inventory — via labstepPy, with an offline demo mode using synthetic biology data.
17 · bundle
gabrielmoreira gwas-prs
Calculate polygenic risk scores from direct-to-consumer genetic data using published scoring files from the PGS Catalog and contextualize results against population reference distributions.
17 · bundle
gabrielmoreira soul2dna
Compile SOUL.md character profiles into synthetic diploid genomes (.genome.json) via trait-to-allele mapping.
17 · bundle
gabrielmoreira bioqc-mcp
Automates sequencing quality control by running FastQC and MultiQC, extracting quality metrics, and generating publication-ready visualizations via a CLI or MCP stdio server.
17 · bundle
gabrielmoreira rnaseq-de
Performs differential expression analysis on bulk RNA-seq or pseudo-bulk count matrices with QC, PCA, and contrast testing.
17 · bundle
gabrielmoreira fine-mapping
Statistical fine-mapping of GWAS loci using SuSiE, SuSiE-inf, and Approximate Bayes Factors to identify credible sets and posterior inclusion probabilities (PIPs) for causal variant discovery. SuSiE-inf adds an infinitesimal polygenic component for improved calibration at well-powered loci.
17 · bundle
gabrielmoreira recombinator
Simulates meiotic recombination to produce offspring genomes from parent pairs, modeling Mendelian segregation, de novo mutation, sex determination, trait inference, and clinical evaluation against a disease registry.
17 · bundle
gabrielmoreira pdf2tex
Reconstructs editable LaTeX source from compiled PDFs by extracting text, math, tables, figures, and structure with pymupdf and AI.
17
gabrielmoreira analyze-fasta
Analyze a single FASTA file (nucleotide or protein), compute sequence-level metrics (GC, ORFs, MW, pI, GRAVY, secondary-structure fractions) with Biopython, and write a Markdown report plus structured JSON for downstream chaining.
17 · bundle
gabrielmoreira gi-annotation
Predicts gene and transcript structure from a DNA sequence using the hosted Genomic Intelligence API, producing a report and JSON output.
17 · bundle
gabrielmoreira gwas-pipeline
Automates genome-wide association studies from genotype files to publication-ready results, running PLINK2 QC and REGENIE regression with Manhattan and QQ plots.
17 · bundle
gabrielmoreira vcf-annotator
Annotates VCF variants using Ensembl VEP, ClinVar, and gnomAD, ranks them by predicted impact, and generates a reproducible report.
17 · bundle
gabrielmoreira predexon
Returns structured prediction-market data for Polymarket, Kalshi, Limitless, Opinion, Predict.Fun, dFlow, and UMA oracle via a local API, covering markets, cross-venue search, leaderboards, smart money, wallet analytics, identity clustering, and resolution status.
17
gabrielmoreira image-utils
Performs deterministic image operations with Python Pillow: resizing, cropping, compositing, format conversion, watermarks, brightness/contrast adjustments, and web optimization.
17 · bundle
gabrielmoreira busco-assessor
Assesses genome, transcriptome, and protein completeness with BUSCO v6, automatically resolving the correct lineage from an organism description and generating reproducible reports.
17 · bundle
neuralblitz dbt
Provides guidance and best practices for working with dbt, covering core concepts, patterns, troubleshooting, and deployment strategies.
1
neuralblitz big-data
Designs and implements big data architectures, processes large-scale datasets with distributed systems, and optimizes data pipelines for throughput using Hadoop, Spark, and cloud platforms.
1
neuralblitz database
Designs normalized database schemas, creates indexes, writes efficient queries, and manages transactions and data integrity.
1
neuralblitz analytical
Applies quantitative and qualitative analysis techniques, interprets experimental data, validates procedures, and selects appropriate methods with uncertainty quantification.
1
Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include dnasp, fine-mapping, labstep. Rankings shift as installs change; sort this page by "Most downloaded" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds add <owner>/<name>, or copy the file into your agent's skills directory.