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.
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blockrunai Skill Surf ChainOn-chain analytics via Surf — raw SQL against 80+ indexed chain tables, structured queries, schema introspection, wallet labels (CEX/Whale/Bridge/MEV…), wallet net worth, transfers, DeFi positions, gas prices, bridge volumes, yield pools. Use when the user wants on-chain forensics, wallet intelligence, holder analysis, transfer tracking, or custom chain queries.
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caoliao Bundle Deepscan Export导出当前扫码本的扫码记录为文件。当用户说"导出记录"、"导出扫码本"、"下载数据"、"导出 Excel/CSV"等时触发。
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hummer98 Skill Cmux Team Analyzecmux-team のメトリクス解析・cohort 比較・介入評価・複数 task 横断トレンド・ trace DB 探索を DuckDB SQL で行うスキル。Triggers: 「メトリクス解析」 「cohort 比較」「介入評価」「baseline 比較」「複数 task の傾向」「時系列 trend」 「trace DB から〜」「DuckDB で〜」「§11 spec の SQL を実行」等の発言。 per-task 履歴の分析は trace-task skill を使う(per-task 履歴 = trace-task / 複数 task・時系列・cohort = 本 skill)。
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topshark-jim Bundle ReviewPre-landing PR review. Analyzes diff against main for SQL safety, LLM trust boundary violations, conditional side effects, and other structural issues.
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trycaspian Skill TasteDomain-first store/port design for any codebase: product-shaped APIs, swappable backends, schema at boundaries, one vocabulary catalog (derive don’t re-author), no infrastructure names on the domain surface. Use when adding or refactoring persistence, cache, policy resolve, registries, or anything that might leak Redis/SQL/HTTP/SDK names into shared contracts. Taste: one fact one place, HOF as shared ritual not twin wrappers, call-site clarity, dumb engines, challenge early / cut ruthlessly, DX (cascading IntelliSense) as correctness, policy resolve → push-down query plan (not load-all-then-filter), no hardcodes when dims/rows already name the filter.
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usetemi Bundle PDFFill, redline, and generate PDFs with the right tool for the source. Detects AcroForm vs flat PDFs, handles AES-encrypted government forms, navigates appearance-stream gotchas, and verifies every output by rendering. Use when the user asks to fill a PDF form, redline a PDF, generate a PDF from markdown, or reproduce a packet of forms. PDF-only — DOCX, XLSX, and other formats are out of scope.
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usetemi Bundle Google AnalyticsQuery GA4 reports (users, sessions, conversions, funnels, realtime), manage properties / data streams / key events / custom dimensions / audiences / access bindings, and send Measurement Protocol events via the `ga4` CLI. Use this skill whenever the user mentions GA4, Google Analytics, property IDs starting with `properties/`, tracking events, engagement or traffic metrics, attribution, conversions, key events, audiences, BigQuery links, access roles, or realtime users — even if they don't explicitly say "GA4". Do not use for Google Search Console (see google-search-console skill) or generic web analytics where the source isn't GA4 (ask first).
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vercel Skill Enable AnalyticsAdd Vercel Analytics, Vercel Speed Insights, and Google Tag Manager to the storefront.
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wangwenyao Bundle Java Backend Dev单体 SpringBoot 后端开发(Spring Boot 3 + MyBatis Plus + MySQL 8)。 触发:新建模块/实体CRUD/字段变更/接口开发/SQL优化/缓存/定时任务/外部调用。 纯后端,不含前端。
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whaojie797-design Bundle Nl Data AnalysisThis skill should be used when the user wants to analyze tabular data or produce charts from natural-language requests. Trigger phrases include "分析这个表", "画个图", "这数据说明什么", "analyze this data", "make a chart", "数据可视化", "跑个分析". It profiles data, translates questions into pandas/SQL, generates charts, and summarizes insights. Trigger on uploads of CSV/Excel or requests to explore/visualize a dataset.
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mlava Skill Export CitationExport resolved citations to a reference-manager file format (RIS, BibTeX, CSL JSON, EndNote XML, RefWorks, NBIB, Zotero RDF, CSV, or plain text).
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mlava Skill Scholar Sidekick APIResolve scholarly identifiers (DOI including shortDOI aliases, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and check retraction, open-access, and citation-fabrication status. Calls a documented REST API over plain HTTP — no install, no API key needed for the free tier.
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dinaf2026-web Bundle Manuscript Canon LedgerLiving, versioned canon ledger for any book or series — the persistent source of truth the continuity pass reads before it audits. Holds canon as STATE (per character/place/timeline fact, marked STABLE, DISPUTED, or EVOLVING) plus a DELTAS changelog of intentional changes tagged to book + chapter + reason, and OPEN QUESTIONS for unresolved canon disputes. Stored per project under .manuscript/canon-ledger.json. Use when the author says "canon ledger", "update the ledger", "record a canon change", "is this canon", "what's the canon for X", "add a delta", "resolve open question", or "seed the ledger from book N". It maintains the ledger and renders a human .xlsx view; it does NOT audit a manuscript (continuity-audit does that, consuming this ledger), rewrite prose, or judge mystery logic.
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dmythro Bundle Bun APIBun runtime API reference for TypeScript scripts. Covers Bun.serve() HTTP/HTTP/2 server with routes and WebSockets, fetch() transport options, Bun.file(), Bun.write(), Bun.$() shell, Bun.spawn(), Bun.Glob, Bun.env, bun:sqlite, Bun.sql() for PostgreSQL/MySQL via DATABASE_URL, Bun.s3 for S3-compatible storage, Bun.redis for Redis/Valkey, Bun.Archive for tarballs, Bun.Image image processing, Bun.WebView headless browser automation, Bun.cron scheduling, Bun.secrets OS credential storage, Bun.Terminal PTYs, JSONC/JSON5/JSONL/XML/TOML/YAML/markdown parsers, Bun.hash, Bun.password, compression, and scripting utilities. Use when writing scripts, automating tasks, querying databases, working with S3 storage, Redis caching, processing images, automating a headless browser, parsing markdown/JSON variants, or doing file processing in a Bun project. Signals: bun.lock, bunfig.toml, DATABASE_URL, REDIS_URL, AWS_ACCESS_KEY_ID, Bun.$ usage Not for bun CLI commands (bun-cli skill), non-Bun runtimes, or ORM CLI tooling
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ea-toolkit Skill Crawl DataScan a target codebase for data model definitions (SQL schemas, ORM models, TypeScript interfaces, Pydantic models) and propose data_concept, data_aggregate, and data_entity registry entries. Presents findings for review before writing files.
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ea-toolkit Skill Enterprise Platform ArchiEnterprise Platform architecture assistant. Use for questions about Customer Management, Billing & Payments, Analytics & Insights, or any Enterprise Platform architecture topic.
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efaimo-ai Skill CSV CleanupClean and validate CSV data. Use when the user asks to deduplicate, trim, or sanity-check a CSV before import.
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efaimo-ai Bundle Good SkillFormat and validate CSV files. Use when the user asks to clean, deduplicate, or check a CSV before import.
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stellar Bundle DataQuerying Stellar chain data via Stellar RPC (preferred) and Horizon (legacy). Covers RPC JSON-RPC methods, Horizon REST endpoints, streaming, pagination, historical queries, Hubble/Galexie for deep history, and the RPC/Horizon migration story. Use when reading balances, transactions, operations, ledgers, contract events, or building any indexer/analytics workflow.
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theyahia Skill Analytics ReportОтчёт по посещаемости сайта из Яндекс.Метрики
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zhuzhaoyun Bundle DoclingPRIMARY skill for converting .pdf, .docx, .pptx, .xlsx, .doc, .ppt, .xls, images, and audio/video files (.mp3, .wav, .m4a, .mp4, .mov, etc.) to Markdown. Always prefer this over the docx/pdf/pptx/xlsx/paddleocr skills — docling uses GPU-accelerated OCR + layout detection + table structure extraction for documents, and Whisper ASR for speech-to-text on audio/video. Also supports LaTeX and VTT subtitle files.
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zotero Skill Develop Export TranslatorDevelop an export translator that converts Zotero items into a file format (JSON, XML, CSV, etc.).
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zotero Skill Develop Import TranslatorDevelop an import translator that parses a file format (JSON, XML, RIS, BibTeX, CSV, etc.) into Zotero items.
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skillmedev Skill Lead EnrichmentTurns a raw or partial prospect list into a send-safe dataset by filling missing fields (work email, direct or mobile phone, title, firmographics, technographics) through a per-field provider waterfall, verifying every email, and stamping freshness. Use when someone says "enrich this list", "find the email for these people", "verify these emails before we send", "what do I do with catch-all domains", "this list is a year old, is it still good", "dedupe and clean this CSV", or "why is my bounce rate spiking". Do NOT use for selecting WHO to target and building the list itself - use prospect-list-builder. Do NOT use for tool-specific credit mechanics and filter syntax - use apollo-prospecting. Pair with cold-email-deliverability for the inbox-protection side of verification.
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skillmedev Skill Keyword Cluster BuilderCollapses a raw keyword list into topic clusters and a pillar/cluster page architecture with one primary keyword and a prioritized build order per cluster. Use when you have a keyword export (CSV/GSC/keyword-tool dump) and need a content plan that says which pages to build, not a flat list. Do NOT use when labeling individual queries by intent or recommending page types - use search-intent-classifier instead; do NOT use when choosing internal links or anchor text between pages - use internal-linking-mapper instead.
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nemanli Bundle Metrics InstrumentationDesigns the tracking plan that captures the events behind a UX metric — event names, properties, naming conventions, taxonomy, PII rules, tool-agnostic schema. Triggers on "tracking plan", "event taxonomy", "what should we log", "event naming convention", "instrumentation", "how do I capture this metric". Skip for picking which metric to track (use metrics-ux), for the broader measurement plan (use metrics-spec), for tool-specific config (the analytics vendor's docs).
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nibzard Skill Site AnalyticsPull GA4 and Google Search Console data via the read-only service account. Use when the user mentions analytics, GA4, Search Console, GSC, traffic, page performance, search clicks/impressions, or wants to re-evaluate which articles to feature.
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nvidia-bionemo Bundle Kermt InferRun predictions with a finetuned KERMT checkpoint on a SMILES-only CSV. The skill validates that the input ckpt has task FFN heads (refuses pretrain ckpts with a redirect to kermt-finetune), validates the CSV, prepares the data (clean + rdkit_2d features), then launches main.py predict inside the kermt container (blocking, minutes-scale).
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nvidia-bionemo Bundle Kermt FinetuneFinetune a pretrained KERMT encoder on a labeled CSV. The skill validates the input checkpoint (must be a pretrain ckpt — grover_base / cmim / hybrid), validates the labeled CSV, prepares the data (clean + features + optional split), then launches main.py finetune inside the kermt container (detached for hours-scale runs). Hyperparameters come from agent/config/defaults_finetune.json with per-flag CLI override.
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nvidia-bionemo Bundle Kermt Continue PretrainContinue pretraining from an existing KERMT checkpoint. The skill validates the user's checkpoint and pretrain CSV, prepares the data into shard/vocab/features form, then launches pretrain_ddp.py inside the kermt container (detached for long runs). Auto-dispatches `--pretrain_mode` based on the checkpoint type (grover_base vocab-only, cmim, or hybrid).
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onlinesourdough Skill DaxCreate, review, and document Power BI DAX measures for KPIs, ratios, time intelligence, and business analytics. Use when writing or validating DAX.
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onlinesourdough Skill PowerbiBusiness analytics workflow for Power BI: translate business questions into model needs, DAX measures, report pages, KPIs, and interpretation. Use for planning dashboards, cases, and analytical storytelling.
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joseluis21 Skill Owasp SecurityRevisa o endurece un servicio backend frente al OWASP Top 10 (2021). Úsala cuando pidan una revisión de seguridad, auditar los endpoints de una API, arreglar una vulnerabilidad concreta (inyección SQL, IDOR, XSS, CSRF, SSRF, deserialización), diseñar autenticación, sesiones o permisos, aceptar subida de archivos, exponer un endpoint nuevo al exterior, o revisar un servicio antes de ponerlo en producción.
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adithya-s-k Bundle Rl Env From DescriptionTurns a user's plain-English description of an RL training environment into runnable code across the four target frameworks — OpenEnv, OpenReward (ORS), Verifiers, and NeMo Gym. Use whenever someone describes an environment they want to build ("I want to train an agent that does X", "make an env where the model has to Y"), asks to scaffold a new env, asks to port an existing env to one of these frameworks, or asks how to design tools/rewards/state for a new env. Use even when the user does not explicitly say "RL environment" — descriptions like "agent that browses the web", "tool-calling agent for SQL", or "game-playing agent" all qualify. Drives the full flow — clarifying interview, env-name selection, shared-domain extraction, per-framework implementation, and rollout-based smoke tests.
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tale-project Bundle Create MigrationUse this skill whenever you change the shape of the 0.5 backend database — a new table, a new column, an index, a constraint, a backfill, or a data reshape. It owns the authoring contract (one numbered .sql file under services/platform/backend/db/migrations/, applied at boot in filename order inside one advisory lock), the forward-only doctrine (every migration must be safe to apply to a live deployment mid-roll, because the previous image is still serving while the new one migrates), the org-config file lane (config trees are NOT database rows — they move through the scaffolder), and the proof duty (the real-Postgres integration check). Load it before adding anything under backend/db/migrations/.
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notabanker Bundle Openrouter AnalyzerAnalyze OpenRouter API usage CSV exports to calculate costs, token usage, and efficiency metrics by hour, day, model, and provider. Use when the user attaches a CSV file from OpenRouter, mentions analyzing token usage, cost analysis, or OpenRouter usage data. Automatically detects OpenRouter CSV format and generates hourly breakdowns, model usage stats, and provider cost breakdowns.
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 surf-chain, pdf, crawl-data. 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.