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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javiergbravo Skill Spring Boot IntegrationIntegrate Koog AI agents with Spring Boot using the koog-spring-boot-starter for auto-configuration
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mrwynn Bundle Coinglass API DecryptUse when analyzing or decrypting encrypted CoinGlass web APIs, especially responses with encrypted data fields, response headers such as encryption/v/ev/user/time, request headers such as cache-ts-v2 and obe, or when asked to write Python/JavaScript scripts that fetch CoinGlass internal APIs and decode them to plaintext JSON.
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daviddme Bundle Bybit ScanScan Bybit USDT perpetuals for short-term volatility spikes. Use when the user asks for scalp candidates, momentum plays, "what's moving on Bybit", or any variant of "find me a trade / find movers / scan perps". Read-only, no API keys required.
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daviddme Bundle Risk GuardSingle source of truth for trading session P&L, per-trade risk cap, and daily drawdown kill-switch. Always called by bybit-trade before any order; also exposes status/init/open/close subcommands. Use for "what's my P&L / am I within risk limits / reset my session". Stateful, no network, no API keys.
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daviddme Bundle Scalp PlanCompute position size, stop, take-profit, notional and margin for a scalp trade given equity, $-risk, entry, and stop/target percentages. Use whenever the user asks "how much size / size this trade / plan this scalp / what's my stop and target". Pure math, no network, no API keys.
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chasexu168340-rgb Bundle Game AudioExpert game audio designer and implementer specializing in interactive sound design, adaptive music systems, spatial audio, and audio middleware integration. Brings deep knowledge of FMOD, Wwise, and native engine audio systems to create immersive sonic experiences that respond dynamically to gameplay. Use when "game audio, sound design, game music, FMOD, Wwise, spatial audio, 3D sound, audio middleware, game sfx, adaptive music, interactive audio, audio bus, game mixing, audio occlusion, reverb zones, audio pooling, sound manager, audio, sound, music, game-audio, fmod, wwise, spatial-audio, middleware, mixing, sound-design" mentioned.
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chasexu168340-rgb Bundle Test ArchitectTesting strategy specialist for test pyramid design, test isolation, property-based testing, and quality gatesUse when "testing, test strategy, unit test, integration test, e2e, property testing, test pyramid, flaky test, test coverage, quality gate, testing, pytest, jest, unit-testing, integration-testing, e2e, property-testing, tdd, quality, ml-memory" mentioned.
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joaoalvess Bundle Tvos Media PlaybackBuild or review tvOS playback flows around AVKit, Siri Remote behavior, overlays, PiP, and now-playing integration. Use when implementing a player surface, moving from a catalog to playback, designing remote transport controls, or fixing custom playback UI that fights tvOS conventions.
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tcvdog Skill API TesterExpert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations
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chasexu168340-rgb Bundle Test StrategistTesting strategy and design - what to test, how to test, and when testing is overkill. From TDD to integration tests to knowing when to skip tests entirelyUse when "test, testing, unit test, integration test, e2e, TDD, test coverage, how to test, should I test, test pyramid, flaky test, testing, tdd, unit-tests, integration, e2e, test-pyramid, coverage, quality" mentioned.
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chasexu168340-rgb Bundle Rigging AnimationWorld-class character rigging and animation systems expertise - skeleton hierarchies, deformation, FK/IK, facial rigs, weight painting, and game engine integration from someone who has shipped AAA charactersUse when "rig a character, character rigging, skeleton hierarchy, weight painting, skin weights, joint orientation, fk ik, inverse kinematics, forward kinematics, facial rig, blend shapes, morph targets, twist bones, deformation, animation retargeting, root motion, bone limits, control rig, humanoid avatar, generic rig, candy wrapper effect, volume preservation, rigging, animation, character, skeleton, deformation, maya, blender, unity, unreal, fbx, skinning, weight-painting, ik, fk, facial, mocap" mentioned.
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tcvdog Skill Game Audio EngineerInteractive audio specialist - Masters FMOD/Wwise integration, adaptive music systems, spatial audio, and audio performance budgeting across all game engines
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tcvdog Skill Feishu Integration DeveloperFull-stack integration expert specializing in the Feishu (Lark) Open Platform — proficient in Feishu bots, mini programs, approval workflows, Bitable (multidimensional spreadsheets), interactive message cards, Webhooks, SSO authentication, and workflow automation, building enterprise-grade collaboration and automation solutions within the Feishu ecosystem.
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tcvdog Skill Wechat Mini Program DeveloperExpert WeChat Mini Program developer specializing in 小程序 development with WXML/WXSS/WXS, WeChat API integration, payment systems, subscription messaging, and the full WeChat ecosystem.
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tcvdog Skill Terminal Integration SpecialistTerminal emulation, text rendering optimization, and SwiftTerm integration for modern Swift applications
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ecnu-icalk Skill Java 6分析Java代码片段以判断特定变量(如URL、API接口)是否可控,通过追踪数据来源和流向评估安全风险。
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ecnu-icalk Skill Slack Gif Creator 2Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
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whiner9 Bundle Zup Hr API ReferenceСправочник API конфигурации 1С:ЗУП 3.1 (Зарплата и управление персоналом) по кадровому учету. Используй при разработке/доработке на ЗУП 3.1, когда нужны методы КадровыйУчет, КадровыйУчетРасширенный, ЗарплатаКадры, ФизическиеЛицаЗарплатаКадры - получение кадровых данных сотрудников и физлиц, стажи, даты приема/увольнения, договоры ГПХ, совместители, штатное расписание, остатки отпусков, паспортные данные, склонение ФИО, представления СКД ЗУП. НЕ использовать для БП, ERP, УТ, УНФ - только ЗУП
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whiner9 Bundle TranscribeТранскрибирование видео и аудио файлов через Gemini API. Используй когда пользователь просит транскрибировать, расшифровать запись, сделать конспект встречи, извлечь речь из видео или аудио, преобразовать речь в текст. Поддерживает mp4, mkv, webm, avi, mov, mp3, wav, ogg, m4a, flac.
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digitalexplorers Skill Loading Error StateHandles API loading, error, and empty states in UI
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digitalexplorers Skill API Design ValidatorReviews API structure for REST best practices, naming consistency, resource design, and proper HTTP status code usage when designing or reviewing APIs
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digitalexplorers Skill Environment ConfigurationManages environment-based application settings including API URLs, dev and prod config separation, and secure variable usage
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playerrch Skill Three Layer TestingRun unit + integration tests after every meaningful code change, and add system/E2E only when the change has broad architectural impact. After each coding task the skill executes the unit and integration layers from fast to slow, fixes every failure with a test-first regression, and produces a PASS/FAIL summary plus a bug-triage table. The system/E2E layer is **conditionally** triggered — only when the diff touches architecture, schema, auth, middleware stack, public routes, or multi-module flows; small/localized changes stop at integration. Use after the user finishes implementing a feature, bug fix, refactor, or dependency bump; when the user explicitly asks 跑测试 / 回归 / 全量测试 / run tests / regression / test cycle; or as the final verification step before concluding any coding task. The skill auto-discovers the project's test framework (pytest, npm test, go test, cargo test, etc.), skips E2E gracefully when runtime deps are missing, and enforces "no new failures and no pass-rate regression" as the exit criteri
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ivanshamaev Skill Trino Airflow OrchestrationAirflow orchestration for Trino pipelines — TrinoOperator and TrinoHook usage, trino_conn_id connection setup, idempotent DAG patterns (INSERT INTO / MERGE with deterministic run_ids), partition-aware scheduling with Airflow logical_date, sensor patterns (TrinoCheckOperator), SLA monitoring, retry configuration for Trino queries, incremental load orchestration, dbt + Trino Airflow integration (BashOperator/DbtRunOperator), metadata-driven DAG generation
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ivanshamaev Skill Trino Self Healing PlatformAutonomous self-healing Trino platform — Python watchdog agents for automatic worker restart detection, hung query killer, OOM-killed query resubmission, Iceberg compaction auto-trigger on small-file detection, stale statistics auto-ANALYZE, cluster memory pressure relief (kill low-priority queries), anomaly detection on query latency (Z-score), Claude-based RCA generation for incidents, Prometheus AlertManager webhook integration, Airflow self-healing sensor
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ivanshamaev Skill Trino Iceberg Best PracticesProduction Apache Iceberg best practices with Trino — hidden partitioning (day/month/year/hour/bucket/truncate transforms), partition evolution, sorted tables, file compaction (optimize/expire_snapshots/remove_orphan_files), snapshot management, metadata tables ($snapshots/$files/$partitions/$history), schema evolution, time travel queries, MERGE/UPDATE/DELETE DML, ANALYZE for CBO, Iceberg catalog types (HMS/Glue/REST/Nessie), small file prevention, Bloom filters
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lypersonalgit Bundle Java Tech Doc Generator生成标准化 Java 技术文档,包含功能概述、快速开始、实现方案、使用示例、常见问题、最佳实践、参考资料等完整章节。可以根据 Java 项目中的源码文件生成新文档,也可以改造更新已有的技术文档。当用户需要生成 Java 技术文档、Java 项目文档、Java 库文档、API 文档、框架文档、工具类文档、开源项目文档、Spring Boot 项目文档时触发。只要提到写 Java 项目的技术文档就应该触发这个技能。
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coin1860 Skill JiraSearch, create, update and manage Jira issues using the Jira REST API
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coin1860 Skill ConfluenceSearch, create, update and read Confluence pages using the Confluence REST API
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taipt1504 Bundle Summer RESTSummer Framework REST patterns — handler pattern (RequestHandler, @Handler, SpringBus, BaseController), ResponseFactory, SummerGlobalExceptionHandler, Jackson auto-configuration, WebClientBuilderFactory with pooled connections.
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ivanshamaev Skill Cdc DebeziumChange Data Capture with Debezium — PostgreSQL/MySQL/Oracle CDC connectors, change event structure (before/after/op/source), snapshot modes, Kafka Connect deployment, SMT transformations, outbox pattern, Iceberg/Delta sink integration, idempotency guarantees
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ivanshamaev Skill Feature StoreFeast feature store — feature repo layout, Entity/FeatureView/FeatureService definitions, offline store (BigQuery/Redshift/Snowflake/file), online store (Redis/DynamoDB/SQLite), point-in-time correct joins, feast materialize, feast apply, Python SDK get_online_features/get_historical_features, push sources, streaming feature views, Airflow integration
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ivanshamaev Skill Trino Dbt PlatformProduction dbt + Trino platform — dbt-trino adapter profiles.yml (ldap/kerberos/oauth/jwt/certificate auth), all materializations (table/view/incremental/materialized_view/ephemeral), incremental strategies (append/merge/delete+insert), Iceberg table_properties in config blocks (format/partitioning/sorted_by/location), on_schema_change, snapshots with TIMESTAMP(6), slim CI with state:modified+ and --defer, dbt project structure (staging/intermediate/mart), ANALYZE post-hook, session_properties in profiles, multi-thread parallelism
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ivanshamaev Skill Trino Admin Cluster HealthTrino cluster health monitoring and administration — coordinator/worker health checks, REST API status endpoints (/v1/info /v1/node /v1/query /v1/cluster), JMX MBean metrics (running queries/failed queries/OOM kills/memory pool), Prometheus JMX exporter config, Grafana dashboards, query queue depth monitoring, worker node stability, memory pressure detection, BLOCKED query diagnosis, Web UI interpretation, log analysis, graceful shutdown
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scottcjn Skill Chaingpt DebugTroubleshoot ChainGPT API errors and issues. Use when: chaingpt error, api not working, 401, 402, 403, 404, 429, insufficient credits, rate limit, streaming broken, nft stuck, chat history not working. Diagnoses the problem and provides the fix.
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scottcjn Skill Chaingpt UpdateCheck for and apply updates to the ChainGPT skill. Use when: update chaingpt, update skill, check for updates, latest version, outdated docs, new api features.
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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 spring-boot-integration, coinglass-api-decrypt, bybit-scan. 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.