mcpbeat

Development Skills

8 615 development skills from 759 authors. They write and change code. Half of them fit into 1 831 tokens or less — that is what one costs your context window when the agent loads it. 1 206 ship runnable scripts rather than instructions alone. 42 of them cannot work without an MCP server, most often rube. We also found 1 172 copies of these same skills sitting in other people's repositories — counted once here, not 1 172 times.

8 615 unique 759 authors 5 205 updated this month 1 306 from vendors

1 831
tokens, median
what a typical one costs in context
1 206
ship scripts
code that runs, not instructions alone
42
need a server
most often rube
1 172
copies elsewhere
counted once here, not once per repository

7 825–7 872 of 8 615

page 164 of 180
Coderabbit CI Integration
ComeOnOliver

| Configure CodeRabbit as a CI gate with GitHub Actions, branch protection, and review enforcement. Use when setting up CodeRabbit as a required check, gating merges on review approval, or integrating CodeRabbit status into your CI pipeline. Trigger with phrases like "coderabbit CI", "coderabbit GitHub Actions", "coderabbit required check", "coderabbit merge gate", "coderabbit CI pipeline".

2k tokens
Coderabbit Debug Bundle
ComeOnOliver

| Collect CodeRabbit debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for CodeRabbit problems. Trigger with phrases like "coderabbit debug", "coderabbit support bundle", "coderabbit diagnostic", "coderabbit not working evidence".

2k tokens
Coderabbit Install Auth
ComeOnOliver

| Install and configure CodeRabbit AI code review on GitHub or GitLab repositories. Use when setting up CodeRabbit for the first time, installing the GitHub App, configuring the CLI, or connecting CodeRabbit to your repositories. Trigger with phrases like "install coderabbit", "setup coderabbit", "coderabbit auth", "configure coderabbit", "add coderabbit to repo".

1k tokens
Coderabbit Rate Limits
ComeOnOliver

| Understand and handle CodeRabbit and GitHub API rate limits for review automation. Use when hitting rate limits on @coderabbitai commands, automating review queries, or building scripts that interact with CodeRabbit via the GitHub API. Trigger with phrases like "coderabbit rate limit", "coderabbit throttling", "coderabbit too many requests", "github api rate limit coderabbit".

2k tokens
Coderabbit SDK Patterns
ComeOnOliver

| Apply production-ready CodeRabbit automation patterns using GitHub API and PR comments. Use when building automation around CodeRabbit reviews, processing review feedback programmatically, or integrating CodeRabbit into custom workflows. Trigger with phrases like "coderabbit automation", "coderabbit API patterns", "automate coderabbit", "coderabbit github api", "process coderabbit reviews".

2k tokens
Cohere Common Errors
ComeOnOliver

| Diagnose and fix Cohere API v2 errors and exceptions. Use when encountering Cohere errors, debugging failed requests, or troubleshooting CohereError, CohereTimeoutError, rate limits. Trigger with phrases like "cohere error", "fix cohere", "cohere not working", "debug cohere", "cohere 429", "cohere 400".

2k tokens
Cohere Core Workflow B
ComeOnOliver

| Build tool-use agents and function calling with Cohere API v2. Use when implementing multi-step agents, function calling, or building autonomous tool-using workflows with Cohere. Trigger with phrases like "cohere tool use", "cohere agents", "cohere function calling", "cohere multi-step".

2k tokens
Cohere Debug Bundle
ComeOnOliver

| Collect Cohere debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Cohere API problems. Trigger with phrases like "cohere debug", "cohere support bundle", "collect cohere logs", "cohere diagnostic".

2k tokens
Cohere Hello World
ComeOnOliver

| Create a minimal working Cohere example with Chat, Embed, and Rerank. Use when starting a new Cohere integration, testing your setup, or learning basic Cohere API v2 patterns. Trigger with phrases like "cohere hello world", "cohere example", "cohere quick start", "simple cohere code".

1k tokens
Cohere Install Auth
ComeOnOliver

| Install and configure Cohere SDK authentication with API v2. Use when setting up a new Cohere integration, configuring API keys, or initializing the CohereClientV2 in your project. Trigger with phrases like "install cohere", "setup cohere", "cohere auth", "configure cohere API key".

1k tokens
Cohere SDK Patterns
ComeOnOliver

| Apply production-ready Cohere SDK patterns for TypeScript and Python. Use when implementing Cohere integrations, refactoring SDK usage, or establishing team coding standards for Cohere API v2. Trigger with phrases like "cohere SDK patterns", "cohere best practices", "cohere code patterns", "idiomatic cohere", "cohere wrapper".

2k tokens
Cohere Upgrade Migration
ComeOnOliver

| Migrate from Cohere API v1 to v2 and upgrade SDK versions. Use when upgrading cohere-ai SDK, migrating from CohereClient to CohereClientV2, or handling breaking changes between API versions. Trigger with phrases like "upgrade cohere", "cohere migration", "cohere v1 to v2", "update cohere SDK", "cohere breaking changes".

2k tokens
Managing Container Registries
ComeOnOliver

| This skill enables Claude to manage container registries, including ECR, GCR, and Harbor. It should be used when the user needs to create, configure, or manage container image registries. It helps generate production-ready configurations, implement best practices, and ensure a security-first approach. Use this skill when the user mentions terms like "container registry," "ECR," "GCR," "Harbor," "image repository," or requests assistance with managing container images. It's also helpful for generating configuration code for DevOps pipelines related to container registries.

739 tokens
Validating API Contracts
ComeOnOliver

| This skill validates API contracts using consumer-driven testing and OpenAPI validation. It leverages Pact for consumer-driven contract testing, ensuring that API providers adhere to the expectations of their consumers. It also validates APIs against OpenAPI specifications to guarantee compliance and identify breaking changes. Use this skill when the user asks to generate contract tests, validate API responses, check backward compatibility, or validate requests/responses using the terms "contract-test", "ct", "Pact", "OpenAPI validation", or "consumer-driven contract testing".

637 tokens
Coreweave Debug Bundle
ComeOnOliver

| Collect CoreWeave cluster diagnostics for support tickets. Use when preparing a support case, collecting GPU node status, or documenting pod failures. Trigger with phrases like "coreweave debug", "coreweave support", "coreweave diagnostics", "collect coreweave logs".

348 tokens
Coreweave SDK Patterns
ComeOnOliver

| Production-ready patterns for CoreWeave GPU workload management with kubectl and Python. Use when building inference clients, managing GPU deployments programmatically, or creating reusable CoreWeave deployment templates. Trigger with phrases like "coreweave patterns", "coreweave client", "coreweave Python", "coreweave deployment template".

1k tokens
Creating Alerting Rules
ComeOnOliver

| Execute this skill enables AI assistant to create intelligent alerting rules for proactive performance monitoring. it is triggered when the user requests to "create alerts", "define monitoring rules", or "set up alerting". the skill helps define thresholds, rou... Use when generating or creating new content. Trigger with phrases like 'generate', 'create', or 'scaffold'.

945 tokens
Cursor API Key Management
ComeOnOliver

| Configure BYOK API keys for OpenAI, Anthropic, Google, Azure, and custom models in Cursor. Triggers on "cursor api key", "cursor openai key", "cursor anthropic key", "own api key cursor", "BYOK cursor", "cursor azure key".

2k tokens
Cursor Codebase Indexing
ComeOnOliver

| Set up and optimize Cursor codebase indexing for semantic code search and @Codebase queries. Triggers on "cursor index", "codebase indexing", "index codebase", "cursor semantic search", "@codebase", "cursor embeddings".

2k tokens
Cursor Debug Bundle
ComeOnOliver

| Debug AI suggestion quality, context issues, and code generation problems in Cursor. Triggers on "debug cursor ai", "cursor suggestions wrong", "bad cursor completion", "cursor ai debug", "cursor hallucination".

2k tokens
Cursor Git Integration
ComeOnOliver

| resolution. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch", "@Git".

2k tokens
Cursor Indexing Issues
ComeOnOliver

| performance issues. Triggers on "cursor indexing", "cursor index", "@codebase not working", "cursor search broken", "indexing stuck".

2k tokens
Cursor Local Dev Loop
ComeOnOliver

| Optimize daily development workflow with Cursor IDE using Chat, Composer, Tab, and Git integration. Triggers on "cursor workflow", "cursor development loop", "cursor productivity", "cursor daily workflow", "cursor dev flow".

2k tokens
Cursor Performance Tuning
ComeOnOliver

| extensions for large codebases. Triggers on "cursor performance", "cursor slow", "cursor optimization", "cursor memory", "speed up cursor", "cursor lag".

2k tokens
Customerio Common Errors
ComeOnOliver

| Diagnose and fix Customer.io common errors. Use when troubleshooting API errors, delivery failures, campaign issues, or SDK exceptions. "debug customer.io", "customer.io 401", "customer.io 429".

2k tokens
Customerio Debug Bundle
ComeOnOliver

| Collect Customer.io debug evidence for support tickets. Use when creating support requests, investigating delivery failures, or documenting integration issues. "collect customer.io logs", "customer.io diagnostics".

2k tokens
Customerio Hello World
ComeOnOliver

| Create a minimal working Customer.io example. Use when learning Customer.io basics, testing SDK setup, or creating your first identify + track integration. "test customer.io", "customer.io example", "customer.io quickstart".

2k tokens
Customerio Install Auth
ComeOnOliver

| Install and configure Customer.io SDK/CLI authentication. Use when setting up a new Customer.io integration, configuring API keys, or initializing Customer.io in your project. "configure customer.io API key", "customer.io credentials".

2k tokens
Customerio SDK Patterns
ComeOnOliver

| Apply production-ready Customer.io SDK patterns. Use when implementing typed clients, retry logic, event batching, or singleton management for customerio-node. "production customer.io", "customer.io architecture", "customer.io singleton".

2k tokens
Customerio Upgrade Migration
ComeOnOliver

| Plan and execute Customer.io SDK upgrades and migrations. Use when upgrading customerio-node versions, migrating from legacy APIs, or updating to new SDK patterns. "update customer.io sdk", "customer.io breaking changes".

2k tokens
Scanning For Data Privacy Issues
ComeOnOliver

| This skill enables Claude to automatically scan code and configuration files for potential data privacy vulnerabilities using the data-privacy-scanner plugin. It identifies sensitive data exposure, compliance violations, and other privacy-related risks. Use this skill when the user requests to "scan for data privacy issues", "check privacy compliance", "find PII leaks", "identify GDPR violations", or needs a "privacy audit" of their codebase. The skill is most effective when used on projects involving personal data, financial information, or health records.

776 tokens
Databricks Debug Bundle
ComeOnOliver

| Collect Databricks debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Databricks problems. Trigger with phrases like "databricks debug", "databricks support bundle", "collect databricks logs", "databricks diagnostic".

2k tokens
Databricks Install Auth
ComeOnOliver

| Install and configure Databricks CLI and SDK authentication. Use when setting up a new Databricks integration, configuring tokens, or initializing Databricks in your project. Trigger with phrases like "install databricks", "setup databricks", "databricks auth", "configure databricks token", "databricks CLI".

2k tokens
Databricks SDK Patterns
ComeOnOliver

| Apply production-ready Databricks SDK patterns for Python and REST API. Use when implementing Databricks integrations, refactoring SDK usage, or establishing team coding standards for Databricks. Trigger with phrases like "databricks SDK patterns", "databricks best practices", "databricks code patterns", "idiomatic databricks".

2k tokens
Deepgram Debug Bundle
ComeOnOliver

| Collect Deepgram debug evidence for support and troubleshooting. Use when preparing support tickets, investigating issues, or collecting diagnostic information for Deepgram problems. "deepgram diagnostic", "deepgram debug bundle".

2k tokens
Deepgram Install Auth
ComeOnOliver

| Install and configure Deepgram SDK authentication. Use when setting up a new Deepgram integration, configuring API keys, or initializing Deepgram in your project. "configure deepgram API key", "deepgram credentials".

1k tokens
Deepgram SDK Patterns
ComeOnOliver

| Apply production-ready Deepgram SDK patterns for TypeScript and Python. Use when implementing Deepgram integrations, refactoring SDK usage, or establishing team coding standards for Deepgram. "deepgram code patterns", "idiomatic deepgram", "deepgram typescript".

2k tokens
Deepgram Upgrade Migration
ComeOnOliver

| Plan and execute Deepgram SDK upgrades and model migrations. Use when upgrading SDK versions (v3->v4->v5), migrating models (Nova-2 to Nova-3), or planning API version transitions. "deepgram version upgrade", "nova-3 migration".

2k tokens
Analyzing Dependencies
ComeOnOliver

| This skill analyzes project dependencies for security vulnerabilities, outdated packages, and license compliance issues. It helps identify potential risks in your project's dependencies using the dependency-checker plugin. Use this skill when you need to check dependencies for vulnerabilities, identify outdated packages that need updates, or ensure license compatibility. Trigger phrases include "check dependencies", "dependency check", "find vulnerabilities", "scan for outdated packages", "/depcheck", and "license compliance". This skill supports npm, pip, composer, gem, and go modules projects.

885 tokens
Documenso Debug Bundle
ComeOnOliver

| Comprehensive debugging toolkit for Documenso integrations. Use when troubleshooting complex issues, gathering diagnostic information, or creating support tickets for Documenso problems. Trigger with phrases like "debug documenso", "documenso diagnostics", "troubleshoot documenso", "documenso support ticket".

2k tokens
Documenso Install Auth
ComeOnOliver

| Install and configure Documenso SDK/API authentication. Use when setting up a new Documenso integration, configuring API keys, or initializing Documenso in your project. Trigger with phrases like "install documenso", "setup documenso", "documenso auth", "configure documenso API key".

1k tokens
Documenso SDK Patterns
ComeOnOliver

| Apply production-ready Documenso SDK patterns for TypeScript and Python. Use when implementing Documenso integrations, refactoring SDK usage, or establishing team coding standards for Documenso. Trigger with phrases like "documenso SDK patterns", "documenso best practices", "documenso code patterns", "idiomatic documenso".

2k tokens
Documenso Upgrade Migration
ComeOnOliver

| Manage Documenso API version upgrades and SDK migrations. Use when upgrading from v1 to v2 API, updating SDK versions, or migrating between Documenso versions. Trigger with phrases like "documenso upgrade", "documenso v2 migration", "update documenso SDK", "documenso API version".

2k tokens
Elevenlabs Common Errors
ComeOnOliver

| Diagnose and fix ElevenLabs API errors by HTTP status code. Use when encountering ElevenLabs errors, debugging failed TTS/STS requests, or troubleshooting voice cloning and streaming issues. "debug elevenlabs", "elevenlabs 401", "elevenlabs 429", "elevenlabs 400".

2k tokens
Elevenlabs Debug Bundle
ComeOnOliver

| Collect ElevenLabs debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for ElevenLabs problems. "collect elevenlabs logs", "elevenlabs diagnostic", "elevenlabs support ticket".

2k tokens
Elevenlabs Install Auth
ComeOnOliver

| Install and configure ElevenLabs SDK authentication for Node.js or Python. Use when setting up a new ElevenLabs project, configuring API keys, or initializing the elevenlabs npm/pip package. "configure elevenlabs API key", "elevenlabs credentials".

1k tokens
Elevenlabs SDK Patterns
ComeOnOliver

| Apply production-ready ElevenLabs SDK patterns for TypeScript and Python. Use when implementing ElevenLabs integrations, refactoring SDK usage, or establishing team coding standards for audio AI applications. "elevenlabs code patterns", "idiomatic elevenlabs", "elevenlabs typescript".

2k tokens
Elevenlabs Upgrade Migration
ComeOnOliver

| Upgrade ElevenLabs SDK versions and migrate between API model generations. Use when upgrading the elevenlabs-js or elevenlabs Python SDK, migrating from v1 to v2 models, or handling deprecations. "elevenlabs breaking changes", "update elevenlabs SDK", "migrate elevenlabs model", "eleven_v3 migration".

2k tokens