Agent skills

Skills for cursor

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
6,852 found
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data-engineering-data-driven-featureBuild features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis…sickn33data-engineering-data-pipelineYou are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and…sickn33data-exportExport marketing data. Use when: sending data to BigQuery, Google Sheets, or Supabase for analysis or reporting.indranilbanerjeedata-importImport data from external sources. Use when: loading CRM contacts, email lists, or campaign data from CSV, JSON, or Sheets.indranilbanerjeedata-pipeline-specDesign an ETL/ELT data pipeline specification. Use when asked to design a data pipeline, spec an ETL or ELT process, document a…mohitagw15856data-quality-auditAudit a dataset for the quality problems that silently break analysis — missingness, duplicates, outliers, type and range errors…mohitagw15856data-quality-checksDesign the data quality checks for a table or pipeline across the standard dimensions. Use when asked to add data quality tests…mohitagw15856data-scientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis…sickn33data-scraper-agentBuild a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports…mturacdata-slide-designDesign slides where the data makes the argument — the takeaway-titled chart, the one-chart-per-slide rule, the annotation layer…mohitagw15856data-storytellingTransform raw data into compelling narratives that drive decisions and inspire action.sickn33data-structure-protocolGive agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections…sickn33database-adminExpert database administrator specializing in modern cloud databases, automation, and reliability engineering.sickn33database-architectExpert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable…sickn33database-designDesigns database schemas, indexing strategies, query optimization, and migration patterns for SQL and NoSQL databases. Use when…CloudAI-Xdatabase-designDatabase schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing…MoizIbnYousafdatabase-migration-planWrite a safe, zero-downtime database migration plan for a schema change. Use when asked to plan a database migration, design a…mohitagw15856database-migrationMaster database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and…sickn33database-migrations-migration-observabilityMigration monitoring, CDC, and observability infrastructuresickn33database-migrationsDatabase migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across…mturacdatabase-optimizerExpert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.sickn33database-schema-designDocument or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns. Use…mohitagw15856databaseDatabase development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.sickn33datadog-automationAutomate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and…sickn33datagma-automationAutomate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdatarobot-automationAutomate Datarobot tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdataset-datasheetDocument a dataset so others know what it is, how it was made, and when not to use it. Use when asked to write a datasheet for a…mohitagw15856dating-profile-doctorRewrite a dating profile so it sounds like you on a good day — mined from how you actually talk, specific instead of generic…mohitagw15856dbt-model-specSpec a dbt model — its grain, sources, transformations, tests, and materialization. Use when asked to design a dbt model, plan a…mohitagw15856deadline-funnel-automationAutomate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdebateStructured AI debate templates and synthesis. Use when orchestrating multi-round debates between AI tools, 'debate topic', 'argue…agent-shdebt-payoff-planBuild a debt-payoff plan across multiple debts using the avalanche or snowball method. Use when asked to pay off debt, tackle…mohitagw15856debug-buttercupAll pods run in namespace crs. Use when pods in the crs namespace are in CrashLoopBackOff, OOMKilled, or restarting, multiple…sickn33debuggerDebugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. 'sickn33debugging-and-error-recoveryGuides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter…addyosmanidebugging-and-error-recoveryGuides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter…sickn33debugging-log-analyserParse error logs, stack traces, and crash reports into a structured root cause diagnosis. Use when an application is throwing…mohitagw15856debugging-strategiesMaster systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any…wshobsondebugging-toolkitUse when working with debugging toolkit smart debug (Alias for debugging-toolkit-smart-debug)sickn33debugging-toolkit-smart-debugUse when working with debugging toolkit smart debugsickn33decision-autopsyJudge a past decision by its PROCESS, not its outcome — because good decisions lose and bad decisions win, and teams that can't…mohitagw15856decision-helperHelp me decide between options with a weighted pros/cons that actually reaches a recommendation — not just two lists. Use when…mohitagw15856decision-journalRecord decisions the way good judgment compounds — the reasoning, the alternatives, the probabilities, and what would change your…mohitagw15856decision-log-setupSet up the team decision log that ends relitigation — the one-line-per-decision format (what, why, who, when, reopening rule)…mohitagw15856decision-meeting-formatRun meetings that actually decide — the pre-read-then-decide format, the options-on-the-table rule, the decider named before…mohitagw15856decision-memoWrite a crisp decision memo that drives a clear decision, not a discussion. Use when asked to write a decision memo, a…mohitagw15856decision-navigatorGuide stuck or overwhelmed users through targeted branching questions until they reach concrete next steps.sickn33deck-autopsyAutopsy a slide deck from photos or screenshots of its slides — the narrative arc, the numbers, and what each slide is hiding.…mohitagw15856
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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