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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dingxingdi Bundle Textual Attribute Grounding 2Skill: textual attribute grounding
- dingxingdi Bundle Unanswerable Query Detection 2
Use this skill when the user's request appears to be impossible to answer based on the current database schema, contains high levels of ambiguity, or asks for information simply not stored in the database. Trigger it for requests like 'is this even in the data?', 'can the database answer this?', 'check if any table has this info', or 'tell me if the question is too vague'. It is essential for statements like 'What is the 3D structure of the gene?' (when the DB only has names) or 'Why does this gene cause cancer?' (when the DB stores relational facts, not explanations).
- dingxingdi Bundle Executable Issue Resolution 3
Use this skill when the user wants bug-fix data for normal repository issues where the answer should come from reading an issue, navigating unfamiliar codebases, editing code, and running tests. Trigger it for requests like 'fix the NaN loss in my ML training script', 'solve issues in a massive codebase', 'fix this data race', 'debug my SQL query', or 'resolve this executable failure'. It covers standard software environments, database architectures, and systems infrastructures, emphasizing the fix-test-verify loop.
- dingxingdi Bundle Multilingual Schema Grounding 3
Skill: multilingual schema grounding
- dingxingdi Bundle Contextual Entity Disambiguation 3
Skill: contextual entity disambiguation
- dingxingdi Bundle State Changing Data Manipulation 2
Use this skill when the user wants SQL data that goes beyond typical READs to encompass data modification loops like INSERT, UPDATE, or DELETE, as well as complex transactional logic for data lifecycles (merging records, setting TTL expirations, or updating locking flags). Trigger it for requests like “make examples that change the database”, “I want the model to delete stale records”, “consolidate these duplicate rows”, or “set an expiration deadline for the specified rows.”
- dingxingdi Bundle Ml Data Curation And Refinement 2
Use this skill when the user wants to prepare, clean, or label datasets for machine learning using specialized code and automated models. Trigger it for requests like 'fill in the missing gaps in my data', 'automatically label this dataset based on our rules', 'impute the null values in my training set', or 'fix the data quality before training'. It is specifically designed for complex ML engineering tasks involving model-based imputation (like recovering sensor readings) and weak supervision pipelines (like heuristic-based labeling) rather than simple SQL data transformations.
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biotender-max Skill Liquid Biopsy Analytics Agent 2<!--
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team-telnyx Skill Telnyx AI Inference Go 2Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Go SDK examples.
- team-telnyx Skill Telnyx AI Inference Curl 2
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides REST API (curl) examples.
- team-telnyx Skill Telnyx AI Inference Java 2
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Java SDK examples.
- team-telnyx Skill Telnyx AI Inference Ruby 2
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Ruby SDK examples.
- team-telnyx Skill Telnyx AI Inference Python 2
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Python SDK examples.
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ftshare-lab Bundle Futures Warehouse Receipt 2期货仓单日报。调用 /api/v1/market/data/futures/fut-wsr，所有请求必须设置 FTSHARE_API_KEY。
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nvidia Bundle Deepstream Dev 2NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker integration.
2.2k - nvidia Bundle Vss Manage Alerts 2
Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, camera onboarding. Not for non-alert analytics.
2.2k - nvidia Bundle Vss Query Analytics 2
Use this skill when reading video-analytics metrics, incidents, alerts, and sensor data via the VA-MCP server (port 9901). Not for live VLM or incident-range narrative reports.
2.2k - team-telnyx Skill Telnyx Voice Streaming Go 2
Stream call audio in real-time, fork media to external destinations, and transcribe speech live. Use for real-time analytics and AI integrations. This skill provides Go SDK examples.
- team-telnyx Skill Telnyx AI Inference Javascript 2
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides JavaScript SDK examples.
- team-telnyx Skill Telnyx Voice Streaming Curl 2
Stream call audio in real-time, fork media to external destinations, and transcribe speech live. Use for real-time analytics and AI integrations. This skill provides REST API (curl) examples.
- team-telnyx Skill Telnyx Voice Streaming Java 2
Stream call audio in real-time, fork media to external destinations, and transcribe speech live. Use for real-time analytics and AI integrations. This skill provides Java SDK examples.
- team-telnyx Skill Telnyx Voice Streaming Ruby 2
Stream call audio in real-time, fork media to external destinations, and transcribe speech live. Use for real-time analytics and AI integrations. This skill provides Ruby SDK examples.
- team-telnyx Skill Telnyx Account Reports Go 2
Generate and retrieve usage reports for billing, analytics, and reconciliation. This skill provides Go SDK examples.
- team-telnyx Skill Telnyx Voice Streaming Python 2
Stream call audio in real-time, fork media to external destinations, and transcribe speech live. Use for real-time analytics and AI integrations. This skill provides Python SDK examples.
- team-telnyx Skill Telnyx Account Reports Curl 2
Generate and retrieve usage reports for billing, analytics, and reconciliation. This skill provides REST API (curl) examples.
- team-telnyx Skill Telnyx Account Reports Java 2
Generate and retrieve usage reports for billing, analytics, and reconciliation. This skill provides Java SDK examples.
- team-telnyx Skill Telnyx Account Reports Ruby 2
Generate and retrieve usage reports for billing, analytics, and reconciliation. This skill provides Ruby SDK examples.
- team-telnyx Skill Telnyx Account Reports Python 2
Generate and retrieve usage reports for billing, analytics, and reconciliation. This skill provides Python SDK examples.
- team-telnyx Skill Telnyx Voice Streaming Javascript 2
Stream call audio in real-time, fork media to external destinations, and transcribe speech live. Use for real-time analytics and AI integrations. This skill provides JavaScript SDK examples.
- team-telnyx Skill Telnyx Account Reports Javascript 2
Generate and retrieve usage reports for billing, analytics, and reconciliation. This skill provides JavaScript SDK examples.
- nvidia Bundle Cupynumeric Parallel Data Load 2
Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distributed cuPyNumeric ndarray via a manual partition + leaf @task launch with CPU/OMP/GPU variants. Use when no single-call loader fits, including when per-shard row counts differ across files. Prefer cupynumeric.load or legate.io.hdf5.from_file when they apply.
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knownasnaffy Bundle Amz Hot Keywords 2Scrape Amazon Brand Analytics (ABA) weekly hot keyword rankings from AMZ123 and return structured keyword trend data. Use when the user asks about Amazon keyword rankings, hot search terms, keyword trends, ABA data, or wants a CSV/JSON of popular Amazon search terms. Trigger phrases include: 'hot keywords', 'search term rank', 'keyword trend', 'Amazon keyword', 'ABA data', '热搜词', '关键词排名', '关键词趋势'.
0 - knownasnaffy Bundle Drawio Generator 2
Generate draw.io diagrams from Mermaid, XML, or CSV code. Use this skill when the user requests any visual diagram including flowcharts, UML diagrams, ERD, architecture diagrams, mind maps, timelines, org charts, network topology, wireframes, BPMN, or any other visual representation. The skill creates a markdown link that opens the diagram in draw.io.
0 - knownasnaffy Bundle CSV Summarizer 2
Print row and column counts for a CSV file
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alterlab-ieu Skill Alterlab Nmc Data Journalist 2This skill should be used when the user asks about "data journalism", "data visualization", "data storytelling", "FOIA request", "RTI request", "spreadsheet analysis", "chart design", "act as a data journalist", "data journalist mode", "infographic", "open data", "statistical analysis for journalism", "investigative data", "public records", "Datawrapper", "Flourish", "Tableau Public", "D3.js", "chart type selection", or needs expertise in finding, analyzing, and visualizing data for journalistic storytelling. Part of the AlterLab FC Skills collection (New Media & Communication department).
60 - alterlab-ieu Skill Alterlab Rma Statistics Guide 2
This skill should be used when the user asks about "statistics", "statistical analysis", "SPSS", "R statistics", "hypothesis testing", "t-test", "ANOVA", "chi-square", "regression analysis", "correlation", "p-value", "effect size", "confidence interval", "descriptive statistics", "inferential statistics", "data visualization", "act as a statistics guide", "statistics guide mode", "statistical significance", "research statistics", "quantitative analysis", "normal distribution", "sample size", "power analysis", "non-parametric tests", "Mann-Whitney", "Kruskal-Wallis", "Likert scale analysis", "survey data analysis", "Excel statistics", "JASP", "factor analysis", "reliability analysis", "Cronbach's alpha", "research data analysis", or needs expertise in applying statistical methods to academic research data. Part of the AlterLab FC Skills collection (Research Methods & Academic Writing department).
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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 textual-attribute-grounding, unanswerable query detection, executable-issue-resolution. 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.