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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agentskillexchange Skill Jmt X402 Agent ToolsProvides 25 paid HTTP endpoints on Base mainnet that bill agents per call in USDC for web search, AI analysis, crypto and stock data, SEC filings, company intelligence, news, sentiment scoring, and a macro dashboard, returning structured JSON.
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agentskillexchange Skill Owasp Zap API FuzzerAutomates REST API security testing using the OWASP ZAP Python SDK, running active scans, SQL injection probes, and XSS tests against OpenAPI specs with structured vulnerability reports.
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redpanda-data Bundle SQLWrite and run analytical SQL queries against Redpanda SQL (Oxla), a distributed PostgreSQL-wire-compatible columnar database, including data loading, external sources, and type handling.
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redpanda-data Bundle ConnectBuild streaming data pipelines with Redpanda Connect using declarative YAML configs, Bloblang mappings, and component discovery. Covers running, linting, and dry-running pipelines.
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redpanda-data Bundle StreamingOperate Redpanda through its Kafka-compatible API: produce and consume records, manage topics and consumer groups, run transactions, and configure tiered storage using rpk and Kafka clients.
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redpanda-data Bundle Rpk RegistryManage schemas, subjects, compatibility levels, modes, and contexts in the Redpanda Schema Registry via the rpk registry CLI. Register or fetch Avro, Protobuf, and JSON schemas, set compatibility levels, change registry mode, and work with schema contexts.
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redpanda-data Bundle SQL DebuggingDiagnose and observe an Oxla distributed analytical database using system catalog tables, Prometheus metrics, runtime log-level changes, and troubleshooting workflows for slow queries, node health, and memory/OOM pressure. Also covers debugging Oxla's external data sources, including the Redpanda/Kafka ingestion path.
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redpanda-data Bundle Connect Cdc OracleStreams change data capture from Oracle Database into Redpanda or Kafka using the oracledb_cdc input in Redpanda Connect, which reads redo logs via LogMiner. Covers configuration, Oracle setup, checkpointing, and enterprise features.
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redpanda-data Bundle Connect Cdc MongodbStreams change data capture from MongoDB into Redpanda or Kafka using Redpanda Connect's mongodb_cdc input, covering Change Streams, snapshots, document modes, and resume-token checkpointing.
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redpanda-data Bundle Connect Cdc SpannerStreams change data capture from Google Cloud Spanner into Redpanda or Kafka using Redpanda Connect's gcp_spanner_cdc input, with partition-aware watermarked delivery and support for Redpanda Enterprise features.
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redpanda-data Bundle Connect Cdc DynamodbGuides setup and operation of the aws_dynamodb_cdc input in Redpanda Connect, which streams change data capture from AWS DynamoDB into Redpanda or Kafka using DynamoDB Streams. Covers enabling streams, IAM policies, checkpoint tables, snapshot modes, table discovery, and operational constraints.
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redpanda-data Bundle Connect Cdc PostgresStreams change data capture from PostgreSQL into Redpanda or Kafka using Redpanda Connect's postgres_cdc input, covering setup, snapshotting, and troubleshooting.
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redpanda-data Bundle Connect Cdc SqlserverStreams change data capture from Microsoft SQL Server into Redpanda or Kafka using Redpanda Connect's microsoft_sql_server_cdc input, covering setup, configuration, and troubleshooting.
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redpanda-data Bundle Connect Cdc TigerbeetleStreams change data capture events from a TigerBeetle financial transactions database into Redpanda or Kafka using the tigerbeetle_cdc input, with checkpointing, filtering, and routing guidance.
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tinh2 Skill Hr OpsAnalyzes an HR operations system for headcount planning effectiveness, attrition pattern detection, compensation benchmarking accuracy, workforce analytics maturity, and onboarding process optimization. Evaluates HRIS architecture, pay equity compliance, predictive attrition models, and people analytics governance.
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tinh2 Skill Balance TestAnalyzes game balance by extracting stats from code and running mathematical simulations, including DPS tier lists, TTK matrices, EHP comparisons, economy stress tests, progression pacing, and Monte Carlo RNG simulations.
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tinh2 Skill MetricsMines git history to compute development quality, velocity, and stability metrics, compares them against stored baselines, and tracks improvement over time.
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tinh2 Skill Impact OrgAudits nonprofit operations across impact measurement, fundraising, grant management, and donor retention, producing a prioritized fix plan.
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pranavnagrecha Bundle Cpq Data ModelMaps the Salesforce CPQ managed-package object graph (SBQQ__ namespace) and explains when to use the CPQ Quote API for programmatic writes instead of direct DML.
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pranavnagrecha Bundle Fsc Data ModelExplains the Financial Services Cloud data model, covering managed-package and Core FSC object structures, household relationships, financial account ownership, and the rollup framework, with SOQL query patterns.
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pranavnagrecha Bundle Npsp Data ModelUnderstand and query the NPSP data model, including namespace prefixes, GAU allocations, recurring donations, relationships, and affiliations.
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pranavnagrecha Bundle Person AccountsEnables, configures, and troubleshoots Salesforce Person Accounts, covering data model design, IsPersonAccount flag handling, reporting impact, migration planning, and integration requirements.
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pranavnagrecha Bundle Soql FundamentalsWrite and debug SOQL queries covering SELECT syntax, filters, sorting, pagination, relationship traversal, and aggregate functions.
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pranavnagrecha Bundle Sosl With ClausesGuides composing SOSL FIND queries with result-scoping or result-shaping WITH clauses, covering clause order, supported objects, field-type limits, and API-version floors.
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pranavnagrecha Bundle Soql Date FunctionsWrite SOQL queries that group or filter records by date periods using the 13 SOQL date functions, with rules for WHERE vs GROUP BY placement, date-literal comparisons, and fiscal-year restrictions.
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comeonoliver Skill XLSXCreates, edits, and analyzes spreadsheet files with professional formatting, formula-based calculations, and error-free delivery.
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comeonoliver Skill PomodoroRuns a Pomodoro timer with session tracking, history, and productivity analytics stored in a local SQLite database.
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comeonoliver Skill Soul2dnaCompiles SOUL.md character profiles into synthetic diploid genomes by mapping trait scores to alleles at defined loci, producing .genome.json files.
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dvcrn Bundle XintSearch, analyze, and monitor X/Twitter from the terminal, with support for bookmarks, likes, following, trends, and AI-powered analysis via Grok.
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dvcrn Skill OnchainTrack crypto prices, wallet balances, portfolio values, CEX holdings, and Polymarket predictions via a command-line interface.
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lingxling Bundle XLSXCreates, edits, and analyzes spreadsheet files using pandas and openpyxl, with formula-based calculations and professional formatting standards.
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lingxling Skill JqQuery, filter, transform, and aggregate JSON data using jq, with practical patterns for shell pipelines and CLI integration.
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lingxling Bundle AeonRuns time series machine learning tasks—classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search—using the scikit-learn compatible aeon toolkit.
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lingxling Bundle DaskScales pandas and NumPy workflows to datasets larger than memory using parallel and distributed computing, with support for dataframes, arrays, bags, and custom task graphs.
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lingxling Bundle GgetQueries 20+ bioinformatics databases from the command line or Python for gene info, sequences, BLAST/BLAT, protein structures, viral data, and expression metrics.
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lingxling Bundle PysamRead, write, and analyze genomic datasets including SAM/BAM/CRAM alignments, VCF/BCF variants, and FASTA/FASTQ sequences using a Pythonic interface to htslib.
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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 connect, fsc-data-model, sql. 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.