AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Change Management

  by @serac-labs

  Create and transition ServiceNow change requests (normal/standard/emergency), change tasks, affected CIs, approval routing, CAB scheduling, and conflict detection across maintenance windows.

• Approval Workflows

  by @serac-labs

  Configure ServiceNow approval rules and sysapproval_approver records — manager/group/script approvers, multi-level routing, delegation via sys_user_delegate, and parent-record state rollup.

• Domain Separation

  by @serac-labs

  Configure ServiceNow multi-tenant domain separation — domain hierarchy, sys_user_has_domain membership, domain-aware vs cross-domain queries, MSP tenant onboarding, and domain picker logic.

• Es5 Compliance

  by @serac-labs

  Enforce ES5-only syntax for ServiceNow server-side scripts (Rhino engine) — convert const/let, arrow functions, template literals, destructuring, for-of, and async/await to ES5 equivalents.

• Blast Radius

  by @serac-labs

  Trace ServiceNow configuration dependencies — what artifacts touch a given field, what calls a script include, table/app-level config inventory. Use before deletes, renames, or refactors.

• Instance Security

  by @serac-labs

  Harden a ServiceNow instance — password complexity, session timeout, MFA enforcement, input sanitization for XSS/injection, security properties, syslog events, and security health checks.

• Script Include Patterns

  by @serac-labs

  Write ServiceNow Script Includes — Class.create utility classes, AbstractAjaxProcessor client-callable APIs for GlideAjax, inheritance via Object.extendsObject, and scoped-app patterns.

• Grc Compliance

  by @serac-labs

  Build ServiceNow GRC — sn_compliance_policy lifecycle, sn_compliance_control tests, sn_risk_risk assessment with inherent/residual scoring, audit engagements, and findings remediation.

• Client Scripts

  by @serac-labs

  Write ServiceNow client scripts (onLoad/onChange/onSubmit/onCellEdit) using g_form, g_user, GlideAjax, field visibility/mandatory toggles, and validation with debounced server calls.

• Performance Analytics

  by @serac-labs

  Build ServiceNow Performance Analytics — pa_indicators (count/sum/avg/percentage), pa_breakdowns, pa_thresholds with severity colors, pa_widgets, and pa_dashboards for KPI tracking.

• Debugging Mutations

  by @serac-labs

  Verify what changed on a ServiceNow instance after a tool call — sys_audit inspection, syslog/transaction logs, session context, Flow Designer execution logs, outbound HTTP traces.

• Reporting Dashboards

  by @serac-labs

  Build ServiceNow reports (list/bar/pie/line/pivot/single-score) on sys_report, sys_dashboard layouts with widget placement, scheduled report delivery, and drill-down configuration.

• Business Rule Patterns

  by @serac-labs

  Write ServiceNow business rules (before/after/async/display) — current vs previous, changesTo/changesFrom, recursion avoidance, setAbortAction, and async dispatch for heavy work.

• Cmdb Patterns

  by @serac-labs

  Create ServiceNow CIs and cmdb_rel_ci relationships, walk upstream/downstream impact, detect orphan/stale CIs, and align discovered CIs with the proper sys_class_name hierarchy.

• Catalog Items

  by @serac-labs

  Build ServiceNow Service Catalog items, variables, variable sets, catalog client scripts, record producers, and order guides with reference qualifiers and dynamic pricing.

• Migrate To Parallel

  by @parallel-web

  Migrate Exa, Tavily, Perplexity, or Firecrawl web-data integrations completely to the appropriate Parallel products while preserving application behavior. Use when replacing these providers' SDKs or REST calls, dependencies,…

• Ai Friendly Web Design

  by @ianho7

  Build, review, and refactor web interfaces that are easy for humans, screen readers, browser automation, Playwright tests, and AI agents to understand and operate. Use for UI components, forms, frontend features, semantic HTML,…

• Ai Ml Engineer

  by @nahisaho

  Copilot agent that assists with machine learning model development, training, evaluation, deployment, and MLOps Trigger terms: machine learning, ML, AI, model training, MLOps, model deployment, feature engineering, model…

• Parallel Memory

  by @parallel-web

  Recall past Parallel Task, Monitor, and FindAll runs when they may help; evict runs or clear memory when asked.

• Session Compression

  by @bobmatnyc

  AI session compression techniques for managing multi-turn conversations efficiently through summarization, embedding-based retrieval, and intelligent context management.

• Model Context

  by @bobmatnyc

  MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.

• Dspy

  by @bobmatnyc

  DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers

• Langchain

  by @bobmatnyc

  LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications

• Capacitor Plugins

  by @Cap-go

  Official Capacitor package guide plus Capgo ecosystem plugin recommendations. Use this skill when users need native functionality, want the right official Capacitor package, or need a stronger Capgo/community plugin when the…

• Capacitor Apple Review Preflight

  by @Cap-go

  Guides the agent through an Apple App Store preflight review for Capacitor apps before submission or after rejection. Covers guideline checklist selection, App Store metadata review, Capacitor and iOS project inspection, privacy…

• Skill Creator

  by @Cap-go

  Guides the agent through authoring and validating agent skills. Use when creating new skill directories, tightening skill metadata, extracting supporting references, or preparing skillgrade evals. Do not use for general app…

• Ionic Appflow Migration

  by @Cap-go

  Guides the agent through migrating an existing Ionic or Capacitor project away from Ionic Appflow. Use when detecting Appflow live updates, cloud builds, or store deployment flows and replacing them with Capgo live updates plus…

• Subscription App Revenue

  by @Cap-go

  Revenue playbook for getting a mobile or web subscription app from zero to early MRR. Use when users ask how to make revenue, reach $1K MRR, monetize an app, get first users, improve ASO, plan TikTok/Reels/Shorts or Reddit…

• Cocoapods To Spm

  by @Cap-go

  Guide to migrating an existing Capacitor iOS app from CocoaPods to Swift Package Manager (SPM). Use this skill when users want Capacitor 8-style SPM projects, need to run or recover from spm-migration-assistant, replace…

• Webapp To Capacitor

  by @Cap-go

  Guide for migrating an existing web app, PWA, or SPA into a store-ready Capacitor iOS and Android app. Use this skill when users want to wrap or convert a web app into a mobile app, avoid thin WebView app store rejection, add…

• Capgo Native Builds

  by @Cap-go

  Use for Capgo Cloud Build native iOS and Android workflows, including CLI login, API-key handling, iOS build onboarding, signing credential storage, build requests, store upload settings, output download links, and…

• Sqlite To Fast Sql

  by @Cap-go

  Guides the agent through migrating SQLite and SQL-style Capacitor plugins to @capgo/capacitor-fast-sql. Use when replacing bridge-based SQL plugins, adding encryption, preserving transactions, or moving key-value storage onto…

• Capgo Cli Usage

  by @Cap-go

  Guides the agent through the Capgo CLI command surface and routes requests to more specific Capgo skills. Use when the user asks generally about the Capgo CLI, app setup, diagnostics, OTA operations, native builds, or…

• Capgo Release Workflows

  by @Cap-go

  Guides the agent through setting up Capgo-centered release workflows for Capacitor apps. Use when the user needs a unified path for live updates, native builds, and app store publishing using Capgo plus repository-owned CI/CD.…

• Ionic Enterprise Sdk Migration

  by @Cap-go

  Guides the agent through migrating Capacitor apps from Ionic Enterprise SDK plugins to Capgo and Capacitor alternatives. Covers dependency detection, API replacement, local storage changes, and platform cleanup. Do not use for…

• Capacitor Security

  by @Cap-go

  Comprehensive security guide for Capacitor apps using Capsec scanner. Covers 63+ security rules across secrets, storage, network, authentication, cryptography, and platform-specific vulnerabilities. Use this skill when users…

• Capgo Release Management

  by @Cap-go

  Guides the agent through Capgo OTA release workflows including bundle uploads, compatibility checks, channels, cleanup, and encryption key setup. Use when managing Capgo bundle and channel operations. Do not use for native build…

• Capacitor Mcp

  by @Cap-go

  Model Context Protocol (MCP) tools for Capacitor mobile development. Covers Ionic/Capacitor component APIs, plugin documentation, CLI commands, and AI-assisted development via MCP. Use this skill when users want to integrate AI…

• Ionic Design

  by @Cap-go

  Guide to using Ionic Framework components for beautiful native-looking Capacitor apps. Covers component usage, theming, platform-specific styling, and best practices for mobile UI. Use this skill when users need help with Ionic…

• Capgo Organization Management

  by @Cap-go

  Guides the agent through Capgo account lookup and organization administration. Use when listing organizations, managing members, changing security settings, or working with organization-level CLI commands. Do not use for OTA…

• Capacitor Plugin Upgrades

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin to a newer major version. Covers dependency alignment, native platform changes, example app verification, and multi-version jumps. Do not use for app project upgrades or…

• Capacitor Plugin Spm Support

  by @Cap-go

  Guides the agent through adding Swift Package Manager support to an existing Capacitor plugin. Covers Package.swift, CAPBridgedPlugin conversion, bridge cleanup, and package manifest updates. Do not use for app projects or…

• Capacitor App Upgrades

  by @Cap-go

  Guides the agent through upgrading a Capacitor app project to a newer major version. Covers multi-version jumps, dependency alignment, native platform checks, and verification. Do not use for plugin library upgrades or…

• Capacitor Push Notifications

  by @Cap-go

  Complete guide to implementing push notifications in Capacitor apps using Firebase Cloud Messaging (FCM) and Apple Push Notification Service (APNs). Covers setup, handling, and best practices. Use this skill when users need to…

• Grill With Docs

  by @JasonxzWen

  Load when a repository mutation creates or materially changes durable project contracts, OKF knowledge, specs, ADRs, or architecture/API/design documents; run a source-backed alignment pass that reuses grill-me's…

• Capacitor Testing

  by @Cap-go

  Complete testing guide for Capacitor apps covering unit tests, integration tests, E2E tests, and native testing. Includes Jest, Vitest, Playwright, Appium, and native testing frameworks. Use this skill when users need to test…

• Capacitor Offline First

  by @Cap-go

  Guide to building offline-first Capacitor apps with data synchronization, caching strategies, and conflict resolution. Covers Fast SQL, service workers, and network detection. Use this skill when users need their app to work…

• Capacitor Best Practices

  by @Cap-go

  Best practices for Capacitor app development including project structure, plugin usage, performance optimization, security, and deployment. Use this skill when reviewing Capacitor code, setting up new projects, or optimizing…

• Debugging Capacitor

  by @Cap-go

  Comprehensive debugging guide for Capacitor applications. Covers WebView debugging, native debugging, crash analysis, network inspection, and common issues. Use this skill when users report bugs, crashes, or need help diagnosing…

• Safe Area Handling

  by @Cap-go

  Complete guide to handling safe areas in Capacitor apps for iPhone notch, Dynamic Island, home indicator, and Android cutouts. Covers CSS, JavaScript, and native solutions. Use this skill when users have layout issues on modern…

• Capacitor Deep Linking

  by @Cap-go

  Complete guide to implementing deep links and universal links in Capacitor apps. Covers iOS Universal Links, Android App Links, custom URL schemes, and navigation handling. Use this skill when users need to open their app from…

• Konsta Ui

  by @Cap-go

  Guide to using Konsta UI for pixel-perfect iOS and Material Design components in Capacitor apps. Works with React, Vue, and Svelte. Use this skill when users want native-looking UI without Ionic, or prefer a lighter framework.

• Capacitor App Upgrade V4 To V5

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v4 to v5. Use when the project is on Capacitor 4 and needs the v5 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Capacitor App Upgrade V5 To V6

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v5 to v6. Use when the project is on Capacitor 5 and needs the v6 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Capacitor App Upgrade V6 To V7

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v6 to v7. Use when the project is on Capacitor 6 and needs the v7 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Capacitor App Upgrade V7 To V8

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v7 to v8. Use when the project is on Capacitor 7 and needs the v8 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Tailwind Capacitor

  by @Cap-go

  Guide to using Tailwind CSS in Capacitor mobile apps. Covers mobile-first design, touch targets, safe areas, dark mode, and performance optimization. Use this skill when users want to style Capacitor apps with Tailwind.

• Capacitor Plugin Upgrade V4 To V5

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v4 to v5. Use when the plugin targets Capacitor 4 and needs the v5 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Capacitor Plugin Upgrade V5 To V6

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v5 to v6. Use when the plugin targets Capacitor 5 and needs the v6 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Capacitor Plugin Upgrade V6 To V7

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v6 to v7. Use when the plugin targets Capacitor 6 and needs the v7 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Capacitor Plugin Upgrade V7 To V8

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v7 to v8. Use when the plugin targets Capacitor 7 and needs the v8 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Ios Android Logs

  by @Cap-go

  Guide to accessing device logs on iOS and Android for Capacitor apps. Covers command-line tools, GUI applications, filtering, and real-time streaming. Use this skill when users need to view device logs for debugging.

• Capacitor Ci Cd

  by @Cap-go

  Complete CI/CD guide for Capacitor apps covering GitHub Actions, GitLab CI, build automation, app signing, and deployment pipelines. Use this skill when users need to automate their build and release process.

• Framework To Capacitor

  by @Cap-go

  Guide for integrating modern web frameworks with Capacitor. Covers Next.js static export, React, Vue, Angular, Svelte, and others. Use this skill when converting framework apps to mobile apps with Capacitor.

• Capgo Cloud

  by @Cap-go

  Umbrella skill for Capgo cloud workflows. Use when the user needs native builds, OTA releases, store publishing, or organization-level Capgo operations and the request spans more than one Capgo workflow.

• Cordova To Capacitor

  by @Cap-go

  Complete guide for migrating from Apache Cordova to Capacitor. Use this skill when users need to modernize a Cordova/PhoneGap app to Capacitor, migrate plugins, or understand platform differences.

• Capacitor Splash Screen

  by @Cap-go

  Guide to configuring splash screens in Capacitor apps including asset generation, animation, and programmatic control. Use this skill when users need to customize their app launch experience.

• Capacitor Performance

  by @Cap-go

  Performance optimization guide for Capacitor apps covering bundle size, rendering, memory, native bridge, and profiling. Use this skill when users need to optimize their app performance.

• Capacitor Keyboard

  by @Cap-go

  Guide to handling keyboard in Capacitor apps including visibility detection, accessory bar, scroll behavior, and input focus. Use this skill when users have keyboard-related issues.

• Capacitor Accessibility

  by @Cap-go

  Accessibility guide for Capacitor apps covering screen readers, semantic HTML, focus management, and WCAG compliance. Use this skill when users need to make their app accessible.

• Arco Design Vue

  by @arco-design

  Arco Design Vue UI 组件库参考，面向 Vue 3 和 `@arco-design/web-vue`。当用户要求构建 Vue 页面、创建 Vue UI、使用 Arco Vue 编写前端代码、开发 Vue 仪表盘或应用，或提到 Arco Design Vue、`@arco-design/web-vue`、`a-button`、`a-table`、`a-form`、`a-modal`、`a-select`、`Message`、任意 Arco…

• Arco Design

  by @arco-design

  Arco Design React UI component library reference (@arco-design/web-react). Use this skill whenever the user asks to build a page, create a UI, write frontend code, develop a web application, design a dashboard, or implement any…

• Canvas Design

  by @seaworld008

  Create original static visual designs such as posters, artwork, and compositions as PNG or PDF artifacts.

• Azure Kubernetes

  by @seaworld008

  Plan and configure Azure Kubernetes Service clusters, including SKU, networking, identity, deployment readiness, and operational constraints.

• Cast

  by @seaworld008

  用户画像生成、角色注册、生命周期和跨智能体同步。

• Ai Security

  by @brucesongs

  Semantic-layer attack testing against AI systems and LLM-integrated applications.

• App Store Optimization

  by @seaworld008

  App Store Optimization toolkit for researching keywords, optimizing metadata, and tracking mobile app performance on Apple App Store and Google Play Store.

• Dependency Auditor

  by @seaworld008

  Audit dependency versions, vulnerabilities, licenses and upgrade risks across package manifests and lockfiles.

• Database Designer

  by @seaworld008

  Design, review, or migrate database schemas using workload requirements, data integrity, query plans, and operational constraints.

• Agent Designer

  by @seaworld008

  Design AI agent responsibilities, tools, memory, orchestration, and evaluation when defining an agent architecture or system contract.

• Campaign Analytics

  by @seaworld008

  Analyzes campaign performance with multi-touch attribution, funnel conversion, and ROI calculation for marketing optimization

• Ai Safety Redteam Advanced

  by @brucesongs

  Advanced AI safety red team operations covering OWASP LLM Top 10 (2025), prompt injection (direct/indirect/multi-turn), jailbreak techniques (DAN, cognitive hacking, persona-based), data poisoning detection, model inversion…

• Ai Agent Framework Attack

  by @brucesongs

  AI agent framework attack surface — orchestration-layer compromise of LangChain (Python/JS), LangGraph, CrewAI, Microsoft AutoGen, OpenAI Assistants API v2, Anthropic Claude Agent SDK, LlamaIndex, Microsoft Semantic Kernel,…

• Comply

  by @seaworld008

  Regulatory compliance and audit agent. Maps business regulatory requirements (SOC2/PCI-DSS/HIPAA/ISO 27001), checks control implementations, designs audit trails, and implements Policy as Code. Use when compliance auditing is…

• Data Loss Prevention Bypass

  by @brucesongs

  DLP bypass techniques covering steganography (LSB, audio, video), DNS tunneling, ICMP tunneling, cloud sync abuse (Dropbox, OneDrive), WebSocket/HTTP3 exfil, AI-augmented exfil (semantic chunking), and modern DLP evasion patterns.

• Chatgpt Apps

  by @seaworld008

  Build or debug ChatGPT Apps SDK projects with MCP tools and widget UIs, using current official guidance for resources, bridges, metadata, and CSP.

• Content Creator

  by @seaworld008

  Create or revise marketing content with a consistent brand voice, audience intent, SEO structure, and publishing requirements.

• Aws Solution Architect

  by @seaworld008

  Design or review AWS architecture and infrastructure as code for serverless systems, migrations, scaling, reliability, and cost constraints.

• Cli Demo Generator

  by @seaworld008

  Create terminal recordings and animated CLI demo GIFs from command workflows or VHS tape files.

• Documentation And Adrs

  by @seaworld008

  Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.

• Deprecation And Migration

  by @seaworld008

  Plan deprecation and migration of systems, APIs, and production schemas, including expand-contract changes with compatibility and rollback requirements.

• Debugging And Error Recovery

  by @seaworld008

  Diagnose failing tests, broken builds, and unexpected runtime behavior through reproduction, evidence, root-cause analysis, and focused recovery.

• Code Review And Quality

  by @seaworld008

  Review code changes for correctness, maintainability, security, and validation evidence before integration or when a review is requested.

• Browser Testing With Devtools

  by @seaworld008

  Inspect browser DOM, network, console, screenshots, and performance with Chrome DevTools MCP when validating or debugging web behavior.

• Code Simplification

  by @seaworld008

  Refactor working code for clarity and maintainability while preserving behavior; use when complexity or duplication obstructs changes.

• Context Engineering

  by @seaworld008

  Diagnose missing or overloaded agent context and configure project instructions when setup or context quality is the task.

• Api And Interface Design

  by @seaworld008

  Design REST/GraphQL APIs, module interfaces, and type contracts when creating endpoints or changing public boundaries.

• Clay

  by @seaworld008

  AI 3D model generation agent. Generates text-to-3D and image-to-3D code (Python/JS/OpenSCAD) using Meshy, Tripo, Hunyuan3D, Rodin, Sloyd, and Stability APIs. Handles game pipeline integration, LOD, retopology, UV, and QC…

• Api Design Reviewer

  by @seaworld008

  Use when reviewing API designs for consistency, usability, versioning, error semantics, security, backward compatibility, and developer experience before implementation or release.

• Deep Research

  by @seaworld008

  Produce source-backed research reports, literature reviews, or technical and market briefs when evidence tracking and a defined report format matter.