Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

Category: Databases & data

2,461 results · page 46 of 83

  • query-grapher-dbSkillDatabases & data

    Query the grapher MySQL database (local dev, a branch's staging server, or production via the public Datasette) and verify indicators and charts on a staging server. Use when you need to run SQL against grapher, find which charts use an indicator, assess the blast radius of a data fix, or check that

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • remapping-ghost-variablesSkillDatabases & data

    Fix ghost variable warnings by remapping charts from old to new variable IDs. Use when ETL grapher step shows "Variables used in charts will not be deleted automatically", when indicator short_names were renamed and charts still reference old variables, or when the user mentions ghost variables, orp

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • report-indicator-changesSkillDatabases & data

    Draft a short update message to a topic-owner reviewer after landing substantial dataset or chart changes on staging. The message lists the indicator changes with staging admin links, surfaces open design questions with option tables, and closes with a Chart Diff sign-off CTA. The output is markdown

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • review-data-prSkillDatabases & data

    Review an OWID ETL data update PR end-to-end — runs the pipeline, compares snapshot fields against the previous version, verifies links, audits indicator metadata coverage, and cross-checks workflow items from /update-dataset. Trigger when the user asks to "review this PR", "review the data PR", or

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • sql-idiomsSkillDatabases & data

    Comprehensive sets of standards and practices designed to elevate the capabilities of AI coding agents.

    Ready to connect★ 156

    github.com/irahardianto/awesome-agv156 stars

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  • streamlit-appSkillDatabases & data

    Create or modify Streamlit apps in the Wizard. Use when building new wizard apps, adding Streamlit pages, or working with apps/wizard/ code.

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • sync-grapher-schemaSkillDatabases & data

    Sync upstream grapher schema changes (new chart types, config fields, enum values) into the ETL repo — vendored schema, multidim-schema, dataset-schema, and regenerated Python types. Use when the scheduled sync workflow opened a draft PR or issue that needs completing, when the web team announces a

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • update-datasetSkillDatabases & data

    End-to-end dataset update workflow with PR creation, snapshot, meadow, garden, and grapher steps. Use when user wants to update a dataset, refresh data, run ETL update, or mentions updating dataset versions.

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • vscode-extension-devSkillDatabases & data

    Develop, build, and test VSCode extensions in this repo. Use when editing extension source code, compiling TypeScript, packaging .vsix files, or installing extensions for testing.

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • wildfires-updateSkillDatabases & data

    Update OWID's GWIS weekly wildfires data (climate/*/weekly_wildfires) on its own, outside the monthly climate batch. A start-to-finish runbook covering the version bump, the snapshot, the checks, the chart remap on staging, and archiving. Also explains the source's weekly grid and why its most recen

    Ready to connect★ 156

    github.com/owid/etl156 stars

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  • analystSkillDatabases & data

    Lets your agent analyze project requirements and get advice before planning work.

    Ready to connect★ 155

    github.com/qinghonglin/data2story-skill155 stars

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  • data2storySkillDatabases & data

    Data Journalist Agent (Data2Story) — orchestrator: turn a dataset into a blog. Runs detective → analyst → editor → designer → programmer → auditor → inspector in sequence. Creates a versioned project folder for each run.

    Ready to connect★ 155

    github.com/qinghonglin/data2story-skill155 stars

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  • data2story-proSkillDatabases & data

    Use to turn a dataset into a verifiable multimedia blog (a data story / data-driven article / interactive dashboard from a dataset). Orchestrator for the Data Journalist Agent (Data2Story): a 7-team newsroom (14 agents) running detective → scout → analyst → imagineer → editor → copywriter → designer

    Ready to connect★ 155

    github.com/qinghonglin/data2story-skill155 stars

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  • detectiveSkillDatabases & data

    Research external context for a dataset — domain background, history, related studies, and why this data matters. Outputs detective.json (structured findings with det_xx IDs) before any analysis begins.

    Ready to connect★ 155

    github.com/qinghonglin/data2story-skill155 stars

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  • find-dataSkillDatabases & data

    Find a dataset for a Data2Story blog. Accepts a topic, a URL, or a DIP-style category. Downloads + validates against 4 completeness gates before handing off to /data2story-pro. Local-first: searches Economist/Pudding/TidyTuesday clones before going online. Supports --validate-only to audit a folder

    Ready to connect★ 155

    github.com/qinghonglin/data2story-skill155 stars

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  • ideationSkillDatabases & data

    Front stage for /data2story-pro when the reader has no dataset — only a vague idea. Converges the idea into a concrete, data-backed topic through a sparring-partner dialogue (anti-sycophantic, feasibility-pressure-tested), then acquires a REAL dataset through find-data, with a user checkpoint after

    Ready to connect★ 155

    github.com/qinghonglin/data2story-skill155 stars

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  • laravel:data-chunking-large-datasetsSkillDatabases & data

    Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance

    Ready to connect★ 154

    github.com/jpcaparas/superpowers-laravel147 stars

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  • laravel:migrations-and-factoriesSkillDatabases & data

    Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories; seeding guidance

    Ready to connect★ 154

    github.com/jpcaparas/superpowers-laravel147 stars

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  • laravel:routes-best-practicesSkillDatabases & data

    Keep routes clean and focused on mapping requests to controllers; avoid business logic, validation, or database operations in route files

    Ready to connect★ 154

    github.com/jpcaparas/superpowers-laravel147 stars

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  • nexus-storageSkillDatabases & data

    How to change, persist, migrate and recover Nexus data without losing it. Use when adding a SQLite table or column, persisting anything that must survive a restart or a cache rebuild, resolving a vault or plugin storage path, or debugging missing, stale, duplicated or post-rebuild-vanished data.

    Ready to connect★ 153

    github.com/profsynapse/nexus154 stars

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  • lina-perf-auditSkillDatabases & data

    Resets the database via make db.init/mock, restarts services, installs and enables all built-in plugins, prepares load-test data, and launches concurrent subagents; typically takes tens of minutes to several hours and consumes a large number of Tokens. Must not be triggered from other skills, CI, sc

    Ready to connect★ 153

    github.com/linaproai/linapro153 stars

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  • analytics-reportSkillDatabases & data

    Write decision-oriented analysis reports. Answers first, evidence-backed, open items kept close to conclusions. Provides three structure templates: executive summary, KPI reporting, and in-depth analysis. Trigger scenarios: writing analysis reports, preparing presentation materials, outputting insig

    Ready to connect★ 152

    github.com/rongxinzy/rongxinai118 stars

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  • code-safety-auditSkillDatabases & data

    Scans code for security vulnerabilities, detecting dependency vulnerabilities, secret leaks, and OWASP security patterns. Triggers when the user mentions keywords such as security scanning, vulnerability detection, dependency auditing, secret leaks, API key, OWASP, npm audit, pip-audit, or SQL injec

    Ready to connect★ 152

    github.com/rongxinzy/rongxinai118 stars

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  • data-quality-reviewSkillDatabases & data

    Evaluate dataset trustworthiness and completeness. Checks granularity, freshness, nulls, duplicates, schema drift, referential integrity, and distribution anomalies, and provides a confidence rating of "deliverable / deliverable with reservations / needs rework." Trigger scenarios: is the data relia

    Ready to connect★ 152

    github.com/rongxinzy/rongxinai118 stars

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  • database-inspectorSkillDatabases & data

    Explore SQLite or PostgreSQL databases, run safe read-only queries, list tables, show detailed table structures (columns/types/constraints/indexes), preview data, and generate Mermaid ER diagrams. Triggers when the user wants to view database schema, explore table relationships, preview data, or run

    Ready to connect★ 152

    github.com/rongxinzy/rongxinai118 stars

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  • sql-tutorSkillDatabases & data

    Helps users write and optimize SQL queries, including converting natural language to SQL, providing query optimization suggestions, and interpreting EXPLAIN execution plans. Trigger when the user needs SQL-related help, such as directly requesting "natural language to SQL", "help me optimize this SQ

    Ready to connect★ 152

    github.com/rongxinzy/rongxinai118 stars

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  • web-security-auditSkillDatabases & data

    Provides code security review based on the OWASP Top 10 (2021), checking item by item for common vulnerabilities such as SQL injection, XSS, SSRF, access control, and cryptographic failures, with concrete vulnerable code examples and remediation guidance. Trigger this skill when the user needs a cod

    Ready to connect★ 152

    github.com/rongxinzy/rongxinai118 stars

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  • airbyteSkillDatabases & data

    You are an expert in Airbyte, the open-source data integration platform with 300+ pre-built connectors. You help developers sync data from SaaS tools, databases, and APIs into data warehouses and lakes — handling incremental syncs, CDC (Change Data Capture), schema evolution, and error recovery for

    Ready to connect★ 150

    github.com/terminalskills/skills144 stars

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  • alembicSkillDatabases & data

    Manage database migrations with Alembic. Use when a user asks to version database schemas, create migration scripts, handle schema changes in production, or manage SQLAlchemy model migrations.

    Ready to connect★ 150

    github.com/terminalskills/skills144 stars

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  • apache-sparkSkillDatabases & data

    Process large-scale data with Apache Spark. Use when a user asks to process big data, run distributed computations, build ETL pipelines, perform data analysis at scale, or use PySpark for data engineering.

    Ready to connect★ 150

    github.com/terminalskills/skills144 stars

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What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

54,764 of the 55,196 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI