Data & Analytics
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.
-
zero-yx Bundle Article Bilingual Translation PublisherTranslates a Chinese article into English Markdown, generates bilingual detailed summaries, and writes the results back to LanceDB while preserving structure.
0 -
joshuashepherd Skill Audio ScrapeDiscovers podcasts via the iTunes Search API, parses RSS feeds, downloads audio, transcribes with OpenAI Whisper, chunks transcripts, and upserts results into a database table.
1 -
joshuashepherd Bundle Book CitationsRestores and normalizes footnotes/endnotes in books by extracting from PDF/EPUB, matching anchors, staging markers, and compiling to HTML with assertions.
1 -
joshuashepherd Skill Youtube ScrapeScrapes YouTube channel or video metadata via the YouTube Data API, downloads transcripts with yt-dlp, chunks them for search, and upserts results into a database.
1 -
joshuashepherd Skill Course UXAudits and improves course player UX against LMS best practices, covering layout proportions, progressive disclosure, progress psychology, sidebar hierarchy, video sizing, light/dark harmony, sidebar naming, cohort pacing, and AI integration points.
Audited 1 -
joshuashepherd Skill Data StorytellingTransform raw data into compelling narratives with structured story frameworks, visualization techniques, and presentation templates for executive audiences.
Audited 1 -
joshuashepherd Skill Agent TraceDebug agent execution by querying trace and metric tables, analyzing tool calls, durations, errors, and performance trends.
1 -
joshuashepherd Skill Book AuditRuns 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 Skill Book ChunkChunks a book into canonical retrieval units with heading-aware structure splitting, recursive token targets, and contextual prefixes for downstream RAG ingestion.
1 -
joshuashepherd Skill Debug TracesInvestigates slow responses, tool failures, and guardrail rejections by querying agent trace logs and performance metrics.
1 -
joshuashepherd Skill Book IngestUpserts 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 Bundle FTeaches standard SQL for creating, managing, and querying relational databases, covering DDL, DML, DQL, DCL, joins, subqueries, and best practices.
Audited 10 -
luokai0 Bundle Create DxfGenerates 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 -
luokai0 Bundle File HasherCompute, 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 -
jorcan Bundle PDFProcess PDFs with Python libraries and command-line tools: extract text and tables, create, merge, split, rotate, watermark, encrypt, and OCR documents.
Audited 0 -
jorcan Bundle BaseCreate and manage ODB databases, connect to external databases, and automate forms, reports, and data operations with LibreOffice Base.
0 -
jorcan Bundle RulesGuides configuring connection pooling for Postgres to prevent connection exhaustion under load.
Audited 0 -
jorcan Bundle ConvexBuild and manage Convex backends: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.
0 -
jorcan Bundle PolarsProcess tabular data with Polars' expression API, lazy evaluation, and parallel execution for fast in-memory analysis and pandas migration.
Audited 0 -
jorcan Bundle SeabornCreate publication-quality statistical graphics in Python with dataset-oriented plotting, semantic mapping, and automatic statistical estimation.
Audited 0 -
jorcan Bundle SQL ProProvides expert guidance on modern SQL, cloud-native databases, and query optimization, covering performance tuning, data modeling, and hybrid analytical systems.
Audited 0 -
gabrielmoreira Bundle DnaspReimplements 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 -
gabrielmoreira Bundle LabstepQueries and displays Labstep electronic lab notebook data — experiments, protocols, resources, and inventory — via labstepPy, with an offline demo mode using synthetic biology data.
17 -
clawbio Bundle Gwas PrsCalculate polygenic risk scores from direct-to-consumer genetic data using published scoring files from the PGS Catalog and contextualize results against population reference distributions.
-
gabrielmoreira Bundle Soul2dnaCompile SOUL.md character profiles into synthetic diploid genomes (.genome.json) via trait-to-allele mapping.
Audited 17 -
gabrielmoreira Bundle Bioqc MCPAutomates sequencing quality control by running FastQC and MultiQC, extracting quality metrics, and generating publication-ready visualizations via a CLI or MCP stdio server.
17 -
gabrielmoreira Bundle Rnaseq DePerforms differential expression analysis on bulk RNA-seq or pseudo-bulk count matrices with QC, PCA, and contrast testing.
Audited 17 -
gabrielmoreira Bundle Fine MappingStatistical 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 -
gabrielmoreira Bundle RecombinatorSimulates 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 -
gabrielmoreira Skill Pdf2texReconstructs editable LaTeX source from compiled PDFs by extracting text, math, tables, figures, and structure with pymupdf and AI.
17 -
gabrielmoreira Bundle Analyze FastaAnalyze 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 -
clawbio Bundle Gi AnnotationPredicts gene and transcript structure from a DNA sequence using the hosted Genomic Intelligence API, producing a report and JSON output.
-
gabrielmoreira Bundle Gwas PipelineAutomates genome-wide association studies from genotype files to publication-ready results, running PLINK2 QC and REGENIE regression with Manhattan and QQ plots.
17 -
gabrielmoreira Bundle Vcf AnnotatorAnnotates VCF variants using Ensembl VEP, ClinVar, and gnomAD, ranks them by predicted impact, and generates a reproducible report.
17 -
blockrunai Skill PredexonReturns 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.
Audited -
bria-ai Bundle Image UtilsPerforms deterministic image operations with Python Pillow: resizing, cropping, compositing, format conversion, watermarks, brightness/contrast adjustments, and web optimization.
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 agent-trace, rules, convex. Rankings shift as installs change; sort this page by "Most installs" 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@latest add <owner>/<name>, or copy the file into your agent's skills directory.