api-patterns

21.8k

davila7

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

mlflow

21.8k

davila7

Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform

GitHub Release Management

17.8k

ruvnet

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

mvcc

17.6k

tursodatabase

Overview of Experimental MVCC feature - snapshot isolation, versioning, limitations

archon

5.4k

coleam00

Interactive Archon integration for knowledge base and project management via REST API. On first use, asks for Archon host URL. Use when searching documentation, managing projects/tasks, or querying indexed knowledge. Provides RAG-powered semantic search, website crawling, document upload, hierarchical project/task management, and document versioning. Always try Archon first for external documentation and knowledge retrieval before using other sources.

api-interface-design

2.5k

TencentBlueKing

API interface design guidelines covering RESTful principles, URL naming, HTTP method selection, request/response formats, error code definitions, and versioning. Use when designing APIs, defining Resource classes, writing API documentation, or conducting API reviews.

changeset

2.5k

garden-co

Generate changeset files for versioning and changelog management in this monorepo.

api-versioning

2.4k

useautumn

Create and maintain API version changes. Use when adding breaking changes to API responses/requests, creating version change files, transforming data between versions, or handling backward compatibility.

conventional-commits

1.8k

openclaw

Format commit messages using the Conventional Commits specification. Use when creating commits, writing commit messages, or when the user mentions commits, git commits, or commit messages. Ensures commits follow the standard format for automated tooling, changelog generation, and semantic versioning.

api-designer

1.8k

openclaw

Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture. Invoke for resource modeling, versioning strategies, pagination patterns, error handling standards.

azure-mgmt-apicenter-dotnet

1.6k

Microsoft Agent Skills Azure Mgmt Apicenter Dotnet

Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery".

azure-mgmt-apicenter-dotnet

1.6k

microsoft

Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery".

Versioning Strategy Helper

1.5k

Jeremylongshore Claude Code Plugins Plus Skills Versioning Strategy Helper

Versioning Strategy Helper - Auto-activating skill for API Development. Triggers on: versioning strategy helper, versioning strategy helper Part of the API Development skill category.

versioning-apis

1.5k

Jeremylongshore Claude Code Plugins Plus Skills Versioning Apis

Implement API versioning with backward compatibility, deprecation notices, and migration paths. Use when managing API versions and backward compatibility. Trigger with phrases like "version the API", "manage API versions", or "handle API versioning".

model-versioning-manager

1.5k

Jeremylongshore Claude Code Plugins Plus Skills Model Versioning Manager

Manage model versioning manager operations. Auto-activating skill for ML Deployment. Triggers on: model versioning manager, model versioning manager Part of the ML Deployment skill category. Use when working with model versioning manager functionality. Trigger with phrases like "model versioning manager", "model manager", "model".

windsurf-release-automation

1.5k

jeremylongshore

Execute automated release processes with semantic versioning. Activate when users mention "release automation", "version bump", "changelog generation", "semantic release", or "publish release". Handles release engineering automation. Use when working with windsurf release automation functionality. Trigger with phrases like "windsurf release automation", "windsurf automation", "windsurf".

tracking-model-versions

1.5k

jeremylongshore

This skill enables Claude to track and manage AI/ML model versions using the model-versioning-tracker plugin. It should be used when the user asks to manage model versions, track model lineage, log model performance, or implement version control for AI/ML models. Use this skill when the user mentions "track versions", "model registry", "MLflow", or requests assistance with AI/ML model deployment and management. This skill facilitates the implementation of best practices for model versioning, automation of model workflows, and performance optimization.

designing-apis

1.3k

CloudAI-X

Designs REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when creating new APIs, designing endpoints, reviewing API contracts, or when asked about REST, GraphQL, or API patterns.

api-versioning

756

dadbodgeoff

Implement API versioning strategies for backward compatibility. Covers URL versioning, header versioning, and deprecation workflows.

elevenlabs-agents

572

jezweb

Build conversational AI voice agents with ElevenLabs Platform. Configure agents, tools, RAG knowledge bases, agent versioning with A/B testing, and MCP security. React, React Native, or Swift SDKs. Prevents 34 documented errors. Use when: building voice agents, AI phone systems, agent versioning/branching, MCP security, or troubleshooting @11labs deprecated, webhook errors, CSP violations, localhost allowlist, tool parsing errors.

api-design

445

Aaronontheweb

Design stable, compatible public APIs using extend-only design principles. Manage API compatibility, wire compatibility, and versioning for NuGet packages and distributed systems.

api-versioning

384

Thibautbaissac Rails Ai Agents Api Versioning

Implements RESTful API design with versioning and request specs. Use when building APIs, adding API endpoints, versioning APIs, or when user mentions REST, JSON API, or API design.

mcp-capability-declarator

376

a5c-ai

Generate MCP capability declarations from tool and resource inventory with proper versioning and feature flags.

wandb-experiment-tracker

376

a5c-ai

Weights & Biases integration skill for experiment tracking, hyperparameter sweeps, and artifact versioning.

docusaurus

376

A5c Ai Babysitter Docusaurus

Deep integration with Docusaurus for documentation site development. Configure projects, manage sidebars, versioning, i18n, develop plugins, and optimize builds for React-based documentation.

dvc-dataset-versioning

376

a5c-ai

Dataset versioning skill using DVC for tracking data changes, managing data pipelines, and ensuring reproducibility.

rest-api-design

376

a5c-ai

RESTful API design principles, versioning, pagination, HATEOAS, and documentation.

plugin-manifest-schema

376

a5c-ai

Define plugin manifest schema with versioning and dependency declarations.

data-versioning-manager

376

a5c-ai

Skill for managing data versions and provenance

phase-4-api

315

popup-studio-ai

Skill for designing and implementing backend APIs. Includes the Zero Script QA methodology for validating APIs without hand-written test scripts. Use proactively when a user needs to design, implement, or refactor backend APIs. Triggers: API design, REST API, backend, endpoint, API architecture, endpoint modelling, OpenAPI/Swagger, authentication, authorization, versioning, error handling, input validation, pagination, rate limiting, idempotency, performance tuning Do NOT use for: frontend-only projects, static websites, or starter-level prototypes.

implementing-mlops

296

ancoleman

Strategic guidance for operationalizing machine learning models from experimentation to production. Covers experiment tracking (MLflow, Weights & Biases), model registry and versioning, feature stores (Feast, Tecton), model serving patterns (Seldon, KServe, BentoML), ML pipeline orchestration (Kubeflow, Airflow), and model monitoring (drift detection, observability). Use when designing ML infrastructure, selecting MLOps platforms, implementing continuous training pipelines, or establishing model governance.

implementing-api-patterns

296

ancoleman

API design and implementation across REST, GraphQL, gRPC, and tRPC patterns. Use when building backend services, public APIs, or service-to-service communication. Covers REST frameworks (FastAPI, Axum, Gin, Hono), GraphQL libraries (Strawberry, async-graphql, gqlgen, Pothos), gRPC (Tonic, Connect-Go), tRPC for TypeScript, pagination strategies (cursor-based, offset-based), rate limiting, caching, versioning, and OpenAPI documentation generation. Includes frontend integration patterns for forms, tables, dashboards, and ai-chat skills.

managing-git-workflows

296

ancoleman

Manage Git branching strategies, commit conventions, and collaboration workflows. Use when choosing between trunk-based development, GitHub Flow, or GitFlow, implementing conventional commits for automated versioning, setting up Git hooks for quality gates, or organizing monorepos with clear ownership.

ai-data-engineering

296

ancoleman

Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature serving, or data transformations. Covers feature stores (Feast, Tecton), embedding pipelines, chunking strategies, orchestration (Dagster, Prefect, Airflow), dbt transformations, data versioning (LakeFS), and experiment tracking (MLflow, W&B).

Spring Boot API Design

279

HoangNguyen0403

Standards for OpenAPI, Versioning, and Global Error Handling

commit

277

first-fluke

Create git commits following Conventional Commits specification with project-specific branch naming rules. Use for commit message generation, changelog, and versioning.

api-design

241

MadAppGang

Use when designing REST or GraphQL APIs, defining endpoints, implementing pagination/filtering, handling API versioning, or establishing API documentation with OpenAPI/Swagger.

design-system-planning

235

Prorise-cool

Plan design systems - component libraries, design tokens, documentation strategies, versioning, governance, and adoption frameworks.

git-hooks

234

Prorise-cool

Central authority on git hook implementations, modern best practices, and tooling for .NET/C#, JavaScript/TypeScript, Python, and polyglot repositories. Covers framework selection (Husky.Net, lefthook, Husky, pre-commit), setup workflows, Conventional Commits, semantic versioning, secret scanning (gitleaks, TruffleHog), performance optimization, CI/CD integration, testing strategies, and team collaboration patterns. Adaptive to project scale from solo developers to enterprise teams. Use for setting up git hooks, configuring pre-commit/commit-msg/pre-push hooks, integrating dotnet format/dotnet test, ESLint/Prettier, Black/Ruff/mypy, commitlint, choosing between frameworks, optimizing hook performance, enforcing code quality, automating testing, and troubleshooting hook issues.

github-release-management

215

proffesor-for-testing

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

qe-github-release-management

215

proffesor-for-testing

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

contract-testing

215

proffesor-for-testing

Consumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing. Use when testing API contracts or coordinating distributed teams.

api-contract-design

206

rsmdt

REST and GraphQL API design patterns, OpenAPI/Swagger specifications, versioning strategies, and authentication patterns. Use when designing APIs, reviewing API contracts, evaluating API technologies, or implementing API endpoints. Covers contract-first design, resource modeling, error handling, pagination, and security.

ShareX Workflow and Versioning

200

ShareX

Canonical Git, commit/push, and Directory.Build.props versioning workflow for XerahS. Use for any task that changes version numbers or requires commit/push.

backend-api

188

aiskillstore

Design and implement RESTful API endpoints following REST principles, HTTP standards, and resource-based URL conventions. Use this skill when creating or modifying API endpoints, routes, controllers, request handlers, or API documentation. Apply when working with REST API design, API versioning, HTTP methods (GET, POST, PUT, PATCH, DELETE), URL structure, query parameters, response formatting, status codes, rate limiting, or API middleware. Use when building web services, microservices, or any backend code that exposes HTTP endpoints for client consumption.

backend-migrations

188

aiskillstore

Create and manage database schema migrations with reversibility, zero-downtime deployment support, and proper version control. Use this skill when creating database migration files, modifying schema, adding or removing tables/columns, creating indexes, managing migration rollbacks, or planning database changes. Apply when working with migration files, schema changes, database versioning, or any task involving evolving database structure over time while maintaining backwards compatibility and data integrity.

plugin-improve

149

glittercowboy

Fix bugs, add features to completed plugins. Includes versioning, backups, regression testing, changelog automation. Auto-detects deep-research handoffs to preserve investigation context. Trigger terms - improve, fix, add feature, modify plugin, version bump, rollback

Backend Migration Standards

132

Microck

Create and manage database migrations with reversible changes, proper naming conventions, and zero-downtime deployment strategies. Use this skill when creating database migration files, modifying schema, adding or removing tables/columns, managing indexes, or handling data migrations. Apply when working with migration files (e.g., db/migrate/, migrations/, alembic/, sequelize migrations), schema changes, database versioning, rollback implementations, or when you need to ensure backwards compatibility during deployments. Use for any task involving database structure changes, index creation, constraint modifications, or data transformation scripts.