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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ahs12 Skill Import ExportChange SQL, SQLite worker, DBML, JSON, Mermaid, SVG, or database export/import flows while preserving diagram semantics and round trips. Use when adding dialect support or changing parser/exporter behavior.
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greenplumwine Bundle DB Mysql Standards阿里巴巴Java开发手册 — 数据库规约审查与指导。当用户涉及以下任何场景时触发: - 数据库表设计、字段命名、类型选择 - 索引设计、优化SQL性能 - SQL语句审查(禁止select *、大事务拆分等) - ORM映射配置审查(MyBatis、Hibernate等) - 分库分表策略 - 数据库性能优化 - 用户提到"数据库设计"、"表结构"、"索引"、"SQL优化"、"ORM"等关键词 此技能以MySQL为例,但原则适用于所有关系型数据库(PostgreSQL、Oracle等)。
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greenplumwine Bundle Code Security Review阿里巴巴Java开发手册 — 安全规约审查与指导。当用户涉及以下任何场景时触发: - 审查代码的安全性,检查SQL注入、XSS、CSRF等漏洞 - 用户输入校验、参数验证 - 敏感数据脱敏处理 - 权限控制、水平权限越界检查 - URL重定向安全、防重放攻击 - 用户生成内容的风控策略(防刷、违禁词过滤) - 代码审计、安全扫描 - 用户提到"安全规约"、"代码安全"、"SQL注入"、"XSS"、"CSRF"、"脱敏"等关键词 此技能适用于所有编程语言的Web开发,不限于Java。
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jellypod-inc Bundle RubricTurn an assignment prompt into a ready-to-use grading rubric (a.k.a. scoring guide / grading guide) with zero blank cells. USE THIS SKILL when a teacher, professor, TA, or parent says "I need a rubric for…", "make me a scoring guide", "how should I grade this?", "build an analytic rubric", "holistic rubric for a narrative", "4-point mastery rubric", "rubric aligned to Bloom's / DOK / SOLO / CCSS / NGSS", "turn this assignment into a rubric", "student-facing rubric I can hand out", "grading criteria for [project]", "help me grade this essay", "what should I look for when grading", or "rubric for my kid's homeschool project". Handles K-2 through graduate, analytic or holistic, points or qualitative. Outputs markdown table + CSV with fully populated descriptors in every cell.
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leon-sg Bundle Orbid GapsUse when the user asks what is missing on an Orbid product, open gaps, 缺口, 缺什么证, query_gaps, critical/open/waive rows, or remaining compliance holes. Requires connected Orbid MCP. Not for waiving a gap (that stays in Orbid), product match, or Excel fill.
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leon-sg Bundle Orbid CertsUse when the user asks whether a product has ISO, CE, FDA, or other certificates, or for a numeric spec value from the Orbid catalog. Triggers: 有没有证, CE, ISO, query_knowledge, query_structured_specs, datasheet numbers. Requires connected Orbid MCP. Not for match, gaps lists, or filling Excel.
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leon-sg Bundle Orbid MatchUse when the user wants to match an Orbid catalog product to a tender, run_match, 对标, 匹配产品, 用目录配一下, or score a named model against a session. Requires connected Orbid MCP. Not for filling Excel, Go/No-Go as a tool, or listing gaps.
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leon-sg Bundle Orbid Bid BriefUse when the user asks to list Orbid bid sessions, recent tenders, deadlines, or what a named bid/session says (warranty, spare parts, overview). Triggers: list sessions, 最近哪些标, 列标, open this tender, 肯尼亚那单, sessionId, search tender text. Requires connected Orbid MCP. Not for product match, gap lists, or filling Excel.
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leon-sg Bundle Orbid Read TenderUse when the user attaches or pastes a tender, bid, RFP, ITT, or 标书 and wants a read-only briefing. Triggers: 读这份标书, 分析这份招标, what's in this tender PDF, warranty, spare parts, eligibility, lots, deadline — from a file in the chat, not from Orbid. No Orbid account. Not for listing org sessions, run_match, filling Excel, or catalog gaps.
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leon-sg Bundle Orbid Read CompareUse when the user attached both a tender/bid and a product datasheet or manual and wants a read-only overlay: does this PDF meet that RFP, 对照 标书和说明书, side-by-side, no catalog. No Orbid account. Not for run_match, credits, filling Excel, or org gaps.
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mathcaz Skill SQL Style MSQL style and structure rules for Claude-written SQL. Snowflake-tested but mostly vendor-neutral. Auto-applies whenever SQL is being written in dbt projects, .sql files, or Dagster asset files.
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maxwbh Bundle Oracle Dba PtbrDBA operacional Oracle 19c e dicionário (V$, GV$, DBA_*, CDB_*, DBA_HIST_*). ATIVE em sessão travada, bloqueio, kill session, RAC (GV$SESSION, INST_ID), flashback query/table, recompile objetos inválidos, tablespace cheio, espaço em disco, DBMS_STATS, AWR histórico, ASH (DBA_HIST_ACTIVE_SESS_HISTORY), Diagnostics Pack, SE2 vs EE, Data Guard, CDB/PDB, V$PDBS. Frases — "quem tá bloqueando", "recuperar dado deletado", "objetos inválidos", "qual view DBA usar", "tablespace cheio", "edição do banco", "Diagnostics Pack licença". NAO ATIVE em código PL/SQL novo, APEX, ORDS, explain plan/tuning.
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maxwbh Bundle Oracle Apex PtbrOracle APEX 24.2 — desenvolvimento e dicionário de metadados. ATIVE em Dynamic Actions, Interactive Report, Interactive Grid, Classic Report, Page Process, AJAX Callback, Validations, Authorization Schemes, pagination, LOV, APEX_APPLICATION_*, APEX_APPLICATION_PAGE_*, APEX_WORKSPACE_*, APEX_APPL_*, Workflows, Tasks, AI configs, ACL, JSON Sources, APEX_ACTIVITY_LOG. Frases — "página APEX", "region IR", "IG editável", "process no submit", "qual view APEX usar", "auditar paginação APEX". NAO ATIVE em PL/SQL puro, ORDS endpoints, DBA operacional. Para naming use oracle-trivadis-ptbr. Templates em assets/.
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maxwbh Bundle Oracle Ords PtbrOracle ORDS — REST services e dicionário USER_ORDS_*/DBA_ORDS_*. ATIVE em define_module, define_template, define_handler, AutoREST, OAuth, ORDS_SECURITY, ORDS_SECURITY_ADMIN, JWT, PAR via ORDS_PAR, privilege, role ORDS, ORDS_EXPORT, USER_ORDS_MODULES, USER_ORDS_HANDLERS, USER_ORDS_SCHEMAS, DBA_ORDS_*, source_type_collection_query, CORS, versionamento de API, depreciação OAUTH package. Frases — "criar endpoint REST", "módulo ORDS", "autenticar API", "inventário de handlers ORDS", "OAUTH deprecated". NAO ATIVE em APEX pages, PL/SQL puro, DBA operacional. Templates em assets/.
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maxwbh Bundle Oracle Tuning PtbrPerformance tuning Oracle 19c — explain plan, AWR em tempo real, ASH, indexes, hints, bind variables, cursor sharing, DBMS_STATS, V$SQL, V$SQLAREA, V$SESSION_WAIT. ATIVE em query lenta, full scan indesejado, hard parse alto, index strategy, plano de execução ruim, estatísticas desatualizadas, cardinality errada, AWR snapshot, ASH amostragem. Frases — "query está lenta", "qual index criar", "melhorar explain plan", "muitos hard parse", "cursor sharing", "optimizer hint", "runstats". NAO ATIVE em DBA operacional (sessões/locks/tablespace), código PL/SQL novo, APEX, ORDS. Templates em assets/.
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monglong0214 Skill Security ReviewFinds and fixes security vulnerabilities in application code. Use when asked about injection, XSS, CSRF, authentication or authorization flaws, secret handling, unsafe deserialization, or when hardening an endpoint. Triggers include "vulnerability", "SQL injection", "취약점", "보안", "인증 우회".
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postttt Skill Security AuditAudit a codebase for security weaknesses against the OWASP Top 10 (2025) and seven hardening areas — secrets management, data encryption, input validation/injection, auth, dependency/supply-chain, error handling/logging, and configuration/transport hardening. Use when the user asks to "check security", "do a security review/audit", "find vulnerabilities", "is this app secure", "OWASP review", "check for hardcoded secrets / SQL injection / XSS", or similar. On invocation, ask which area(s) to investigate (or all), then report findings with severity, file:line, and remediation — without changing code until asked.
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darknessomi Skill Mina Ga Tracking微信小程序 GA 打点命名:打点名称落 ec,label 落 el。Use when adding or changing tracking, 打点, GA, report, eventGA, ec, el, event category, event label, ask_mina_entry_click, or analytics events in medical miniprograms (就诊问问 / 疫苗助理 / 药品助理 / 临床试验).
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dashaworks Skill Proposal TrackerPublish a proposal, offer, or pitch as a tracked link and report back whether it's getting read (view analytics after sending). Use when the user says "send the proposal", "did they open it", "track whether they read it", "share the offer". Not for recurring client reports (use client-reporter) or general research shares (use report-publisher).
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databricks-solutions Bundle SQL CorrectnessSQL evaluation criteria for Databricks. Load when the trace contains execute_sql tool calls or SQL code in responses. Covers syntax validity, Unity Catalog patterns, and Databricks-specific SQL features.
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databricks-solutions Skill Databricks Workspace ConfigConfigure Databricks workspace settings. Use when the user asks to create SQL warehouses, cluster policies, secret scopes, IP access lists, manage tokens, update workspace settings, or destroy infrastructure.
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deepnote Skill Deepnote NotebooksUse when reading, reviewing, creating, editing, or reordering Deepnote notebooks and blocks through the Deepnote MCP server: notebook structure, inputs, SQL, Python, and outputs, creating projects or notebooks, and adding, updating, scaffolding, or moving blocks.
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deepnote Skill Deepnote WorkspaceUse for workspace-level questions about Deepnote: workspace summary, heartbeat, overview, inventory of projects and notebooks, scheduled or recently run notebooks, integrations, cached table and column structure, and which projects, notebooks, or SQL blocks use an integration.
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deletexiumu Bundle SQL StandardsSQL output standards and Hive dialect compatibility rules for data warehouse queries. This skill should be used when generating SQL for Hive/SparkSQL/GaussDB, or when reviewing SQL for compatibility issues.
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bigdataboutique Skill Spark Best PracticesApache Spark development best practices for application structure, DataFrame API, shuffle optimization, memory tuning, and Structured Streaming
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bitwarden Bundle Exploring Bitwarden DataRead-only exploration of a local Bitwarden development database — answer business questions from live data, verify seeded fixtures, and introspect schema. Use whenever the user wants to query, count, look up, verify, or explore data in a local Bitwarden database ("how many orgs/users/ciphers", "show me collections", "check what the seeder created", "look up user X", "which orgs have feature Y"), even without the word SQL. Not for authoring stored procedures, migrations, or repository code (use writing-database-queries), and not for seeding or modifying data.
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bitwarden Skill Writing Database QueriesBitwarden database architecture, migrations, and dual-ORM strategy. Use when working with `.sql` files, stored procedures, EF migrations, or database schema changes. Also use when deciding whether a change needs both Dapper and EF Core implementations, or whether a breaking stored-procedure change requires `_V2` versioning.
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bitwarden Skill Implementing Dapper QueriesImplementing Dapper repository methods and stored procedures for MSSQL at Bitwarden. Use when creating or modifying Dapper repositories, writing stored procedures, or working with MSSQL-specific data access in the server repo. Also use when writing MSSQL migration scripts under `util/Migrator/DbScripts/` or touching SSDT schema under `src/Sql/dbo/`.
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c9s Skill Create MigrationCreate new SQL migration files for multiple database dialects (sqlite, mysql, etc.)
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ahs12 Skill Migration CodegenChange Laravel, TypeORM, or Django migration generation and generated SQL parsing. Use when modifying framework code generation, foreign keys, indexes, naming, or migration artifacts.
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alo-exp Bundle ComparatorGeneric Comparison Matrix Builder: creates, populates, and maintains weighted XLSX comparison matrices for ANY domain and ANY pair (or set) of solutions. Evidence comes from whatever is available — CIRs produced by MultAI's solution-researcher, documents in the working folder, LLM knowledge, or user description. A CIR is not required. Supports two entry points: • "compare X vs Y" — full standalone comparison from scratch (Gap 5 flow) • matrix operations on an existing XLSX — add-platform, reorder, combo, verify USE THIS SKILL when the user wants to: compare solutions head-to-head, build a capability matrix, add a platform to a matrix, reorder or verify a matrix, create a combo column, or produce a scored comparison of any two products. Trigger keywords: "compare", "comparison matrix", "capabilities matrix", "add platform", "update the matrix", "reorder", "verify ticks", "combo column", "score", "head-to-head", "which is better".
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asheshgoplani Bundle Data ImportUse when the user wants to load data into OpenGraphDB from a file or stream. Trigger on phrases like "import this CSV", "load JSON", "ingest RDF / Turtle / N-Triples", "bulk load", "import 50k rows", "ETL into the graph", or any task framed as "I have data over there and need it as nodes / edges over here". Covers format detection (CSV / JSON / JSONL / RDF), two-pass ingest (nodes first, edges second), batch sizing for the single-writer kernel, MERGE-based idempotency for re-runnable jobs, and validation against the resulting schema.
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fivetran Skill Copy ConnectionsUse this skill when the user wants to copy, clone, migrate, or replicate their Fivetran connections from one destination to another — whether same destination type (e.g., splitting one warehouse into two) or different (e.g., Redshift to Snowflake). Handles the end-to-end workflow including scoping, validation, credential handling, and execution.
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focus-creative-games Skill Luban Add TableAdds a new Luban config table (Excel + __tables__ registration + regenerate). Use when creating a new table, registering reward/item tables, or when the user asks to add a Luban table.
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focus-creative-games Skill Luban ValidatorWrites Luban field validators (ref, range, path, size, set, regex, non-default). Use when adding validation rules on types or Excel
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focus-creative-games Skill Luban Excel FillExplains and fills Luban Excel config tables by header conventions. Use when designers fill sheets,
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 sql-style-M, oracle-ords-ptbr, databricks-workspace-config. 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.