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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jmagly Skill Prose Detect 3Locate an existing OpenProse installation via env var, AIWG config, local install, plugin manifest, or global CLI. Returns PROSE_ROOT; triggers prose-install if not found.
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jmagly Skill Prose Reader 3Read and parse an OpenProse program file, extracting its contract (requires, ensures, strategies, errors, invariants) and services into a structured representation
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jmagly Skill Prose Setup 4Clone or update the OpenProse repository to ensure AIWG prose tools hook into the latest version of the specification and examples
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jmagly Skill Prose Install 3Install OpenProse for AIWG when not found. Tries `npx skills add`, falls back to git clone, then saves the resolved path to .aiwg/config.json.
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jmagly Skill Prose Detect 4Locate an existing OpenProse installation via env var, AIWG config, local install, plugin manifest, or global CLI. Returns PROSE_ROOT; triggers prose-install if not found.
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jmagly Skill Prose Reader 4Read and parse an OpenProse program file, extracting its contract (requires, ensures, strategies, errors, invariants) and services into a structured representation
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jmagly Skill Forme Manifest 3Read a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and debugging
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jmagly Skill Prose Validate 3Validate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
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codyswanngt Bundle Harper REST Queries 2This skill should be used when building or debugging Harper (HarperDB/Fabric) REST collection queries and Resource search methods - filters, FIQL comparison operators, OR/grouping, select, sort, limit/offset pagination, relationship traversal, request context, and transaction boundaries. Use it when adding list endpoints, admin filters, query builders, or multi-write resource methods. Pairs with harper-resources and harper-schema-graphql.
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codyswanngt Bundle Lisa Atlassian Access 2Vendor-neutral access layer for Atlassian (JIRA + Confluence). Every jira-* and confluence-* skill MUST delegate through this skill rather than calling Atlassian directly. Resolves a substrate per operation, binding JIRA writes to the configured cloudId via Atlassian REST whenever token auth is available and using acli only for reads or as a guarded fallback. For non-write acli operations, acli is used when installed and switchable to a profile matching the configured site; mismatched active profiles are skipped only after switch plus re-verification fails.
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codyswanngt Bundle Lisa Github Project V2 2Shared GitHub ProjectV2 coordination utility. Every GitHub writer or linked pull request flow that needs Project membership MUST delegate through this skill instead of inlining GraphQL. Resolves the configured ProjectV2 id from `github.projects.v2`, validates namespace + access, adds Issue or Pull Request node ids to the Project, optionally updates Project field values, and returns exact failures with best-effort vs required-mode branching.
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codyswanngt Bundle Lisa Codify Verification 2Convert empirical verification into a regression test so it never has to be re-proven manually. Runs after a verification passes — picks the appropriate test framework for the verification type (Playwright for UI/browser, integration test for API/DB/auth, benchmark for performance, etc.), generates the test, wires it into the project's test runner, and confirms it executes. Mandatory step in the verification lifecycle and in the Build/Fix/Improve flows.
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codyswanngt Bundle Lisa Pull Request Review 2This skill should be used to address and resolve the code review feedback on a pull request — human and bot (CodeRabbit, etc.). It fetches every unresolved review thread with its resolution state via GraphQL, triages each one, implements valid feedback (commit + push), replies to invalid/not-applicable feedback explaining why, and resolves every handled thread via the GraphQL resolveReviewThread mutation so branch-protection thread-resolution gates clear. Composable and chainable — runnable standalone via /lisa:pull-request:review or invoked inline by other skills (drive-pr-to-merge, verify) via the Skill tool.
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codyswanngt Bundle Lisa Wiki Connector Slack 2Ingest a Slack channel into sanitized source notes via a user token. Use only when lisa-wiki-ingest routes to the slack connector AND the run carries explicit external-write intent (Slack OAuth opens a browser and stores a token file). Centralized stdlib-Python scripts; secrets are redacted.
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mk-organization-1 Skill Agency API Tester 3Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations
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ulpi-io Bundle Wordpress Setup 2Connect to a WordPress site via WP-CLI over SSH or REST API. Workflow: check CLI, test SSH connection, set up auth, verify access, save config. Use when connecting to a WordPress site, setting up WP-CLI access, creating application passwords, or troubleshooting WordPress connection issues.
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ulpi-io Bundle Observe Whatsapp 2Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message failures, or webhook delivery problems.
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ulpi-io Skill Meta Ads 2When the user wants to set up, optimize, or manage Meta (Facebook/Instagram) Ads. Also use when the user mentions "Meta Ads," "Facebook Ads," "Instagram Ads," "Meta Pixel," "Conversions API," "Advantage+," "lookalike audience," or "Meta retargeting."
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ulpi-io Skill Stripe Best Practices 2Best practices for building Stripe integrations
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jmagly Skill Prose Install 4Install OpenProse for AIWG when not found. Tries `npx skills add`, falls back to git clone, then saves the resolved path to .aiwg/config.json.
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jmagly Skill Forme Manifest 4Read a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and debugging
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jmagly Skill Prose Validate 4Validate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
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jmagly Skill Long Context Bench 2Benchmark compressed context against summary, direct retrieval, and provider-context baselines without enabling product integration
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18816132863 Skill WeatherGet current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.
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18816132863 Bundle Xiaoyi Web Search 2使用华为云AI联网搜索API进行网页内容检索,获取实时网络信息
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mk-organization-1 Skill Agency Terminal Integration Specialist 3Terminal emulation, text rendering optimization, and SwiftTerm integration for modern Swift applications
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mk-organization-1 Skill Springboot Patterns 3Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
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mk-organization-1 Skill Django Tdd 3Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
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mk-organization-1 Skill Django Tdd 4Django测试策略,包括pytest-django、TDD方法论、factory_boy、模拟、覆盖率以及测试Django REST Framework API。
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mk-organization-1 Skill Django Patterns 3Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
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mk-organization-1 Skill Django Patterns 4Django架构模式、使用DRF的REST API设计、ORM最佳实践、缓存、信号、中间件以及生产级Django应用程序。
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mk-organization-1 Skill Springboot Patterns 4Spring Boot 架构模式、REST API 设计、分层服务、数据访问、缓存、异步处理和日志记录。适用于 Java Spring Boot 后端工作。
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ulpi-io Skill Alicloud AI Entry Modelstudio Test Test 2Smoke test for alicloud-ai-entry-modelstudio-test. Validate minimal authentication, API reachability, and one read-only query path.
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ulpi-io Skill Alicloud Database Rds Supabase Test 2Minimal smoke test for RDS Supabase skill. Validate endpoint reachability and one list/detail API.
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18816132863 Bundle Skill 6从可抓取信息源(新浪科技、IT之家等)拉取当日科技新闻标题,生成简报并输出。无需 API Key,适合定时任务与手动触发。当用户要求执行每日科技播报、科技新闻简报、今日科技要闻时使用此技能。
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18816132863 Bundle Xiaoyi Image Translation 2使用图片翻译API进行图像内容翻译,获取翻译后的图片和文本结果
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 alicloud-ai-entry-modelstudio-test-test, alicloud-database-rds-supabase-test, prose-detect. 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.