Integrations & APIs
Integration agent skills teach AI agents to work with specific external services and APIs: third-party platforms, webhooks, MCP servers, and data syncs. Instead of re-explaining an API every session, install the skill and the agent knows the endpoints and conventions.
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hashgraph-online-awesome-codex-plugins Skill Plate DecoderLook up vehicle information from a license plate number using the CarsXE API. Use this when a user mentions a license plate and wants to know what vehicle it belongs to.
- hashgraph-online-awesome-codex-plugins Bundle Ddd Best Practices
DDD（领域驱动设计）架构最佳实践指南。当用户在 Java/Spring Boot 项目中遇到分层架构、领域建模、模块边界、代码评审或测试分层问题时使用。包括：纠结是否引入 application/api/querys 模块；设计或审查实体、聚合、仓储、防腐层、领域事件；贫血模型重构（setter 全开、规则全在 Service）；多入口共享用例是否补 application 层；策略模式 Map 注入、责任链、Node 流程编排的取舍；Controller 测试 @WebMvcTest vs @SpringBootTest 选型；MVC 渐进迁移 DDD；DDD 命名规范。仅适用 Java/Spring Boot 生态，Go/Python/Node 等其他语言不适用。
- hashgraph-online-awesome-codex-plugins Skill Vehicle Recalls
Check for open safety recalls on a vehicle using the CarsXE API. Use this when a user asks whether a car has any recalls, safety issues, or wants to know if their vehicle needs a recall repair.
- hashgraph-online-awesome-codex-plugins Skill Coolify Setup
Connect, authenticate, configure, reset, or troubleshoot the Coolify Codex plugin connection. Use when the user asks to set up Coolify from the Codex marketplace, connect Coolify, configure saved credentials, log in, log out, switch Coolify instances, avoid environment variables, or resolve missing/invalid Coolify API token errors.
- hashgraph-online-awesome-codex-plugins Skill Graphify Integration
Optional knowledge-graph integration. When `graphify-out/graph.json` is present, architect/researcher/reviewer/task-builder agents can query symbol-level dependencies (IMPORTS, CALLS, EXTENDS, IMPLEMENTS, DEPENDS_ON) instead of grepping. Degrades gracefully when the graph is missing. Trigger phrases: "knowledge graph", "graphify", "blast radius", "dependency graph".
- hashgraph-online-awesome-codex-plugins Skill Oc Codex Setup
Install or refresh oc-codex-multi-auth in OpenCode, choose the right config mode, and verify Codex OAuth with ChatGPT Plus or Pro access.
- hashgraph-online-awesome-codex-plugins Bundle Yandex Wordstat
Узкий актуальный справочник по Yandex Search API Wordstat v2: методы, схемы, авторизация, квоты, регионы, устройства и динамика. Для рекламного процесса сначала использовать yandex-direct-unified.
- hashgraph-online-awesome-codex-plugins Bundle Codebase Exploration
Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts. Use when exploring code, understanding architecture, finding functions/types, analysing dependencies, searching database schemas or API specs, or when socraticode/codebase_search tools are available. Activates when the user asks about code structure, wants to find where a feature lives, or needs to understand how code is organised.
- hashgraph-online-awesome-codex-plugins Skill Backend API Development
Backend Api Development
- hashgraph-online-awesome-codex-plugins Bundle Amocrm API Control
Безопасная OAuth-авторизация amoCRM, чтение схемы аккаунта и сверка заявок по источнику, времени, статусу, ответственному и внешней ссылке.
- hashgraph-online-awesome-codex-plugins Bundle Roistat Reports API
Чтение отчётов Roistat, воспроизводимая сверка с сырыми сделками и коллтрекингом, а также строго ограждённая запись сохранённых отчётов.
- hashgraph-online-awesome-codex-plugins Skill Plate Image Recognition
Extract a license plate number from an image URL using the CarsXE Plate Recognition API. Use this when a user shares a photo of a vehicle or license plate and wants to identify the plate number.
- hashgraph-online-awesome-codex-plugins Skill Architect Data API Design
数据模型和API设计方法论，包含ERD设计、数据字典、RESTful API规范
- hashgraph-online-awesome-codex-plugins Skill Completion Verifier
Use before claiming a feature, plugin change, UI, API, backend, or full-stack implementation is complete.
- hashgraph-online-awesome-codex-plugins Skill Openproject Codex
Use the OpenProject Codex plugin to inspect and manage work in Codex through the OpenProject API.
- hashgraph-online-awesome-codex-plugins Bundle Sw Pre Start
Load mandatory SolidWorks conventions, design rules, task-relevant knowledge documents, standards data, and initial design-rule checks before any modeling or CAD code. Use at the beginning of every SolidWorks create, modify, repair, assembly, drawing, or API task, before touching SolidWorks; also use its final phase before save and export.
- hashgraph-online-awesome-codex-plugins Bundle Sw Session Reporter
Finish a SolidWorks task by invoking sw-learner, honoring the saved feedback preference, asking the exact three-option consent question when required, and submitting validated feedback with retries. Use after the CAD result has been delivered for every task that involved SolidWorks modeling, API work, generated CAD code, engineering decisions, or debugging.
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lord1egypt Bundle BiopythonComprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
2 - lord1egypt Bundle Geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
2 - lord1egypt Bundle Pennylane
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch/JAX/TensorFlow. For hardware-specific optimizations use qiskit (IBM) or cirq (Google); for open quantum systems use qutip.
2 - lord1egypt Bundle Pylabrobot
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.
2 - lord1egypt Bundle Scvi Tools
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.
2 - lord1egypt Bundle Bioservices
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.
2 - lord1egypt Skill Fastapi Apis
Building high-performance, asynchronous REST APIs with FastAPI, Pydantic, and automatic OpenAPI validation.
2 - lord1egypt Skill JWT Auth Utils
Generating, signing, and validating JSON Web Tokens (JWT) for secure REST APIs and user sessions.
2 - lord1egypt Bundle Database Lookup
Search 78 public scientific, biomedical, materials science, and economic databases via REST APIs. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD), earth/environment (USGS, NOAA, EPA), chemistry/drugs (PubChem, ChEMBL, DrugBank, FDA, KEGG, ZINC, BindingDB), materials (Materials Project, COD), biology/genomics (Reactome, UniProt, STRING, Ensembl, NCBI Gene, GEO, GTEx, PDB, AlphaFold, InterPro, BioGRID, Gene Ontology, dbSNP, gnomAD, ENCODE, Human Protein Atlas, Human Cell Atlas), disease/clinical (COSMIC, Open Targets, ClinicalTrials.gov, OMIM, ClinVar, GDC/TCGA, cBioPortal, DisGeNET, GWAS Catalog), regulatory (FDA, USPTO, SEC EDGAR), economics/finance (FRED, World Bank, US Treasury), demographics (US Census, Eurostat, WHO). Use when looking up compounds, genes, proteins, pathways, variants, clinical trials, patents, economic indicators, or any public database API query.
2 - lord1egypt Skill GRAPHQL Queries
Constructing GraphQL query client configurations and mutation payloads in Python.
2 - lord1egypt Skill Python Unittest
Writing test cases, assertions, mocking API calls, and running test runner pipelines using unittest.
2 - lord1egypt Skill Cryptography API
Symmetric/asymmetric encryption, hashing, password salting, and message verification via cryptography library.
2 - lord1egypt Skill Flask Restful API
Structuring clean, resource-based HTTP REST endpoints using Flask and Flask-RESTful routing.
2 - lord1egypt Skill Github Actions CI
Configuring GitHub Actions workflows for continuous integration, testing, and deployment automation.
2 - lord1egypt Bundle Omero Integration
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.
2 - lord1egypt Skill Stripe Payments API
Integrating Stripe payments, managing subscription billing checkout sessions, and validation signatures on webhooks.
2 - lord1egypt Bundle Opentrons Integration
Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.
2 - lord1egypt Skill Data Tool Use Concepts
Conceptual foundations of tool use with the Claude API including tool definitions, tool choice, and best practices
2 - lord1egypt Bundle Labarchive Integration
Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.
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Frequently asked questions
What are Integrations & APIs agent skills?
Integration agent skills teach AI agents to work with specific external services and APIs: third-party platforms, webhooks, MCP servers, and data syncs. Instead of re-explaining an API every session, install the skill and the agent knows the endpoints and conventions.
Which Integrations & APIs skills are most installed?
Popular Integrations & APIs skills on SkillMD right now include biopython, flask-restful-api, sw-pre-start. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Integrations & APIs 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.