Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Neo4j Spark Skill

  by @neo4j-contrib

  Use when reading from or writing to Neo4j with Apache Spark or Databricks using the Neo4j Connector for Apache Spark 6.0 (org.neo4j.connectors:spark) or 5.x (org.neo4j:neo4j-connector-apache-spark). Covers SparkSession setup,…

• Neo4j Driver Java Skill

  by @neo4j-contrib

  Neo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery, executeRead/Write managed transactions, explicit transactions, async/reactive patterns, error handling, data type mapping, connection pool tuning,…

• Neo4j Driver Go Skill

  by @neo4j-contrib

  Covers the Neo4j Go Driver v6 — driver lifecycle, ExecuteQuery, managed and explicit transactions, session config, error handling, data type mapping, and connection tuning. Use when writing Go code that connects to Neo4j,…

• Neo4j Graphql Skill

  by @neo4j-contrib

  Build and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS). Covers Neo4jGraphQL constructor, getSchema(), assertIndexesAndConstraints(), type definitions with @node, @relationship…

• Neo4j Modeling Skill

  by @neo4j-contrib

  Design, review, and refactor Neo4j graph data models. Use when choosing node labels vs relationship types vs properties, migrating relational/document schemas to graph, detecting anti-patterns (generic labels, supernodes,…

• Neo4j Mcp Skill

  by @neo4j-contrib

  Use when installing, configuring, or troubleshooting the official Neo4j MCP server (neo4j/mcp) — connecting Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Kiro, or other MCP-compatible editors to a Neo4j database via…

• Autoresearch

  by @Factory-AI

  Autonomous experiment loop for optimization research. Use when the user wants to: - Optimize a metric through systematic experimentation (ML training loss, test speed, bundle size, build time, etc.) - Run an automated research…

• Commit Security Scan

  by @Factory-AI

  Analyze code changes for security vulnerabilities using LLM reasoning and threat model patterns. Use for PR reviews, pre-commit checks, or branch comparisons.

• Skill Creation

  by @Factory-AI

  Create, improve, and manage Droid skills. Use when the user wants to: - Create new skills from scratch or from session learnings - Improve existing skills based on user preferences - Analyze sessions to identify patterns worth…

• No Use Effect

  by @Factory-AI

  Enforce the no-useEffect rule when writing or reviewing React code. ACTIVATE when writing React components, refactoring existing useEffect calls, reviewing PRs with useEffect, or when an agent adds useEffect "just in case."…

• Ban Type Assertions

  by @Factory-AI

  Ban `as` type assertions in a package via the `@typescript-eslint/consistent-type-assertions` lint rule, replacing them with compiler-verified type-safe alternatives. Use when enabling the assertion ban in a new package or…

• Fix Knip Unused Exports

  by @Factory-AI

  Fix knip "Unused exports" violations. Handles all violation categories: test-only exports (extract to new file), dead barrel re-exports (remove from index.ts), and internally-only-used exports (un-export). Use when `npm run…

• Http Toolkit Intercept

  by @Factory-AI

  Intercept and debug HTTP traffic from any CLI, service, or script using HTTP Toolkit. Use when you need to inspect LLM API calls, backend requests, auth flows, or debug network-level issues across any language or runtime.

• Follow Up On Pr

  by @Factory-AI

  Follow up on an existing PR by rebasing on the base branch, addressing reviewer comments, fixing CI issues, and pushing updates. Use when the user provides a PR URL or number and wants to get it ready for merge.

• Create Pr

  by @Factory-AI

  Create a pull request with Conventional Commits formatting, a templated body, and local verification. Use when the user asks to create a PR, open a PR, submit changes for review, or put code up for review.

• Droid Control

  by @Factory-AI

  Control terminal TUIs, browsers, and native desktop apps for testing, demos, QA, and computer-use tasks. Use when you need to operate an app, automate a CLI, record a demo, or capture proof.

• Browser Use

  by @Factory-AI

  Background knowledge for droid-control workflows -- not invoked directly. Browser-use driver mechanics for web page and Electron desktop app automation via agent-browser.

• Droid Cli

  by @Factory-AI

  Background knowledge for droid-control workflows -- not invoked directly. Droid CLI target patterns, shortcuts, modes, and launch helpers.

• Capture

  by @Factory-AI

  Background knowledge for droid-control workflows -- not invoked directly. Recording lifecycle for terminal and browser sessions.

• Simplify

  by @Factory-AI

  Review changed code for reuse, quality, and efficiency, then fix any issues found.

• Init

  by @Factory-AI

  Initialize a new repository with AGENTS.md

• Codegraph

  by @SylphAI-Inc

  Turn any codebase into an explorable interactive graph so a developer can understand it fast. Deterministic scan (files, imports, symbols, call edges, PageRank importance, architectural layers, dependency cycles, entry points)…

• Finger Frame Ai

  by @SylphAI-Inc

  Generate a finished cyberpunk-styled finger-frame effect video from a local clip using Gemini Omni restyling, MediaPipe hand tracking, and FFmpeg compositing. Use when someone asks to make, create, restyle, or process a video…

• Clone Anywebsite

  by @SylphAI-Inc

  Clone any website's landing page with pixel-perfect fidelity. Visual-first workflow: screenshot → sniper CSS extraction → deep DOM interrogation → animation detection → rebuild in React + Tailwind + Framer Motion. Uses AdaL…

• Create Skill

  by @SylphAI-Inc

  Guide users through creating AdaL skills by clarifying the skill type (personal, project, or public plugin) and scaffolding the appropriate structure.

• Flutter Networking

  by @MADTeacher

  Implement, fix, debug, review, or refactor Flutter networking code for HTTP/REST APIs, WebSocket realtime flows, authentication and token refresh, request headers, timeouts, retries, JSON parsing, caching, background isolates,…

• Flutter Animations

  by @MADTeacher

  Add, fix, refactor, debug, test, or explain Flutter animations and motion effects. Use when working with implicit animations such as AnimatedContainer, AnimatedOpacity, AnimatedSwitcher, and TweenAnimationBuilder; explicit…

• Cometchat Angular V5 Core

  by @cometchat

  Add CometChat chat to an Angular app end-to-end — detect the project, get & verify dashboard credentials, init→login→render with standalone components, and the drop-in conversation UI. The core knowledge every other Angular v5…

• Flutter Navigation

  by @MADTeacher

  Implement, fix, refactor, review, migrate, or validate Flutter navigation and routing. Use when working with Navigator, MaterialPageRoute, Router API, go_router, route guards, redirects, ShellRoute or StatefulShellRoute, nested…

• Flutter Architecture

  by @MADTeacher

  Design, refactor, review, or implement Flutter app architecture using MVVM, layered UI/Data/optional Domain boundaries, feature-first or layer-first project structure, repositories, services, dependency injection, Result and…

• Cometchat React Native Core

  by @cometchat

  Foundational rules for the CometChat React Native UI Kit v5 — install and the exact native peer deps, the provider chain, init → login → render ordering, the component map, and the production-ready core chat surface. Read this…

• Cometchat Android V6 Core

  by @cometchat

  Foundational rules for the CometChat Android UI Kit v6 — the two UI cohorts and their artifacts, credentials via the gitignored assets settings file, initFromSettings → login → render ordering, the component map, and the…

• Cometchat Ios Core

  by @cometchat

  Add CometChat chat to an iOS app end-to-end — detect the project, get & verify dashboard credentials, init→login→render, and the drop-in conversation UI composed into a chat screen. The core knowledge every other iOS skill…

• Cometchat Android V5 Calls Sdk

  by @cometchat

  Add voice & video calling to any Android app FROM SCRATCH with the headless CometChat Calls SDK v5 (`com.cometchat:calls-sdk-android:5.0.4`) — no UI Kit. Kotlin: initFromSettings→login→generateToken→joinSession into a…

• Cometchat Flutter V6 Core

  by @cometchat

  Add CometChat chat to a Flutter app end-to-end — detect the project, get & verify dashboard credentials, init→login→render, and the drop-in conversation UI. The core knowledge every other Flutter v6 skill builds on. Triggers:…

• Cometchat Onboarding

  by @cometchat

  The shared FRONT DOOR for adding CometChat to ANY app — a consultative, enterprise-grade DISCOVER → UNDERSTAND → PLAN journey that ALWAYS runs first, before any framework core. Detects the whole repo, runs a features +…

• Flutter Internationalization

  by @MADTeacher

  Add, fix, audit, and maintain Flutter internationalization with gen-l10n, ARB files, AppLocalizations, flutter_localizations, intl formatting, plural/select messages, RTL support, locale-specific number/date formatting, and…

• Cometchat Flutter V5 Sdk

  by @cometchat

  Add voice & video calling to any Flutter app FROM SCRATCH with the headless CometChat Calls SDK v5 (`cometchat_calls_sdk`, pub.dev) — no UI Kit. init→login→generateCallToken→joinSession, which hands back a Flutter `Widget?` you…

• Cometchat Angular V5 Features

  by @cometchat

  Enable or build any CometChat feature in an Angular app, and say which need zero client code. Covers: reactions · mentions · threaded replies · search · read receipts · typing indicators · presence · media & file attachments ·…

• Cometchat Android V5 Sdk

  by @cometchat

  Build chat on Android with the headless CometChat Chat SDK v5 and your OWN UI — init/login ordering, the method map, request-builder pagination, listener lifecycle, and a production-ready app surface (optimistic updates, error…

• Cometchat Angular V5 Placement

  by @cometchat

  Where CometChat components go in an Angular app — the chat shell layout, thread and details panels, search, routing a chat page, and the mobile one-pane fallback. Triggers: 'add a chat page', 'put chat in my dashboard',…

• Cometchat Angular V5 Migration

  by @cometchat

  Upgrade an Angular app from CometChat UI Kit v4 → v5 (`@cometchat/chat-uikit-angular` ^4 → ^5). Reads the repo's CometChat usage, applies the breaking-change map (deps, composite components removed, bare→Component renames,…

• Cometchat Js V5 Sdk

  by @cometchat

  Add voice & video calling to any web app FROM SCRATCH with the headless CometChat Calls SDK v5 (`@cometchat/calls-sdk-javascript@5`) — no prebuilt UI Kit. init→login→generateToken→joinSession, event listeners, in-call actions…

• Cometchat Flutter V6 Migration

  by @cometchat

  Upgrade a Flutter app from CometChat UI Kit v5 → v6 (`cometchat_chat_uikit` ^5 → ^6). Reads the repo's CometChat usage, applies the breaking-change map (removed shells, the deleted extension architecture, GetX → BLoC, renamed…

• Cometchat Android V6 Builder Settings

  by @cometchat

  The CometChat Android v6 settings and session API reference — the assets/cometchat-settings.json file that initFromSettings reads (appId, region, credentials, uiKit toggles), the legacy UIKitSettings builder, and the…

• Cometchat Android V6 Troubleshooting

  by @cometchat

  Diagnose a broken CometChat Android v6 integration — dependency and version conflicts, init/login failures, blank or stuck screens, empty lists, missing realtime updates, keyboard/inset layout bugs, release-only crashes,…

• Cometchat Android V6 Compose Placement

  by @cometchat

  Where the CometChat Android v6 chat UI goes in a Jetpack Compose app — the default conversations→message NavHost flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and search routes + incoming calls),…

• Cometchat Android V6 Kotlin Placement

  by @cometchat

  Where the CometChat Android v6 chat UI goes in a Kotlin XML Views app — the default conversations→message Activity flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and search screens + incoming…

• Cometchat Android V6 Events

  by @cometchat

  React to what the CometChat Android v6 UI Kit is doing — the CometChatEvents SharedFlow bus (message, call, conversation, group, user and UI events), how to collect it in Compose vs XML Views with correct lifecycle scoping, and…

• Cometchat Android V6 Migration

  by @cometchat

  Upgrade an Android app from the CometChat v5 UI Kit (Java, XML Views) to v6 (Kotlin — XML Views or Jetpack Compose): artifact and package changes, the CometChatThreadedMessagesHeader rename, LiveData→StateFlow,…

• Cometchat Flutter V6 Features

  by @cometchat

  Enable a specific CometChat feature in a Flutter v6 app — polls, stickers, collaborative whiteboard/document, translation, link preview, AI smart replies, moderation, calls, push. Looks the feature up in the features oracle,…

• Cometchat Flutter V6 Push

  by @cometchat

  Add push notifications to a Flutter app with CometChat — FCM on Android, FCM/APNs on iOS, registered through CometChatNotifications with the Dashboard provider as the sender. THIN + docs-first: the Firebase setup is FETCHED from…

• Cometchat Android V6 Production

  by @cometchat

  Ship a CometChat Android v6 app safely — server-minted auth tokens instead of the dev Auth Key, keeping credentials out of the APK, release-build and R8/ProGuard checks, user provisioning server-side, rate limits, and the Play…

• Cometchat Android V6 Compose Components

  by @cometchat

  The closed catalog of CometChat Android v6 UI Kit components for the Jetpack Compose cohort — what exists, the composable import for each, the param shape (onX lambdas, hideX booleans, @Composable slots), and how to pass custom…

• Cometchat Android V6 Calls

  by @cometchat

  Add voice and video calling to an Android v6 CometChat app — the Calls SDK dependency, the settings-file calling toggle, call buttons in the message header, a global incoming-call listener, outgoing/ongoing call UI, call logs,…

• Cometchat Flutter V6 Events

  by @cometchat

  React to CometChat activity in a Flutter app — SDK listeners (messages, calls, users, groups, connection) versus UI Kit events (CometChatMessageEvents, CometChatGroupEvents, CometChatUserEvents, CometChatConversationEvents), and…

• Cometchat Android V6 Testing

  by @cometchat

  Test an Android app that integrates the CometChat v6 UI Kit — make the SDK mockable behind a repository, unit-test the init/login gate and credential hygiene, write instrumented/Compose UI tests for chat screens, and know…

• Cometchat Flutter V6 Calls

  by @cometchat

  Add voice & video calling to a Flutter app with the CometChat v6 UI Kit — turn calling on in settings, wire the native config and the root navigatorKey (the kit presents incoming/outgoing call screens itself), and add call-log…

• Cometchat Flutter V6 Troubleshooting

  by @cometchat

  Diagnose a broken CometChat Flutter integration — blank screens, unbounded-height crashes, lists that don't fill, login and Region failures, calls that never ring, push that never arrives, and v5 leftovers. Symptom → cause →…

• Cometchat Flutter V6 Production

  by @cometchat

  Take a CometChat Flutter integration to production — server-minted auth tokens instead of the Auth Key, secret handling in a Flutter bundle, logout/session hygiene, release build config, and the pre-ship checklist. Triggers:…

• Cometchat Angular V5 Troubleshooting

  by @cometchat

  Diagnose a broken CometChat Angular integration — blank panes, silent no-render, empty lists, events that never fire, UI that does not update, memory leaks, install failures. Symptom to cause to fix. Triggers: 'chat not…

• Cometchat Flutter V6 Patterns

  by @cometchat

  Project wiring for the Flutter v6 UI Kit — navigation (Navigator / go_router / auto_route), state management (bloc / riverpod / provider / getx), config & secrets, platform setup, and web/desktop caveats. Triggers: 'cometchat…

• Cometchat React Native Bare Patterns

  by @cometchat

  Bare React Native CLI wiring for the CometChat UI Kit v5 — pod install, Android manifest permissions, and the gesture-handler import that must be the first line of your entry file. Triggers: CometChat React Native CLI, pod…

• Cometchat Angular V5 Production

  by @cometchat

  Ship a CometChat Angular integration safely — server-minted auth tokens instead of the Auth Key, environment file replacement, key hygiene, build config and a pre-launch checklist. Triggers: 'is this production ready', 'auth…

• Cometchat Ios Features

  by @cometchat

  Turn on and wire individual CometChat features on iOS — threads, search, reactions, receipts, mentions, AI, moderation, extensions like polls and stickers. Use when the ask is one capability rather than the whole surface.…

• Cometchat React Native Calls

  by @cometchat

  Voice and video calling in the CometChat React Native UI Kit v5 — the RN calls SDK, the native permissions and version floors it needs, and why installing the package is itself the enable switch. Triggers: add video calling…

• Cometchat Angular V5 Patterns

  by @cometchat

  Angular project-shape glue for CometChat — Angular CLI vs Nx, standalone vs NgModule, environment file wiring, SSR/Angular Universal, lazy routes, and RxJS/signals state patterns. Triggers: 'add cometchat to my nx workspace',…

• Cometchat Flutter V6 Testing

  by @cometchat

  Test a Flutter app that uses the CometChat UI Kit — what is worth testing versus what belongs to the kit, mocking the SDK boundary, widget tests around chat screens, and integration/CI setup. Triggers: 'test my cometchat…

• Cometchat Angular V5 Calls

  by @cometchat

  Add voice and video calling to an Angular CometChat app — install the calls SDK, mount the incoming-call listener at app root, call buttons in the message header, and call logs. Triggers: 'add voice calling', 'add video calls',…

• Cometchat Ios Migration

  by @cometchat

  Upgrade an existing CometChat iOS integration from UI Kit v4 to v5 — composite components removed, theming replaced, properties renamed. Triggers: 'upgrade cometchat ios to v5', 'migrate from v4 uikit ios',…

• Cometchat Ios Push

  by @cometchat

  Add push notifications to an iOS CometChat app — APNs registration, token handoff, tap-to-open, badge counts and VoIP call pushes. Triggers: 'push notifications cometchat ios', 'apns cometchat', 'open chat from notification…

• Cometchat Ios Calls

  by @cometchat

  Add voice and video calling to an iOS CometChat app — call buttons, incoming/ongoing call screens, call logs, and CallKit ringing. Triggers: 'add video calling ios', 'cometchat voice call swift', 'incoming call screen ios',…

• Nextjs Advanced Routing

  by @wsimmonds

  Guide for advanced Next.js App Router patterns including Route Handlers, Parallel Routes, Intercepting Routes, Server Actions, error boundaries, draft mode, and streaming with Suspense. CRITICAL for server actions (action.ts,…

• Nextjs Server Client Components

  by @wsimmonds

  Guide for choosing between Server Components and Client Components in Next.js App Router. CRITICAL for useSearchParams (requires Suspense + 'use client'), navigation (Link, redirect, useRouter), cookies/headers access, and 'use…

• Vercel Ai Sdk

  by @wsimmonds

  Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming responses, tool/function…

• Nextjs Pathname Id Fetch

  by @wsimmonds

  Focused pattern for fetching data using URL parameters in Next.js. Covers creating dynamic routes ([id], [slug]) and accessing route parameters in server components to fetch data from APIs. Use when building pages that display…

• Nextjs Client Cookie Pattern

  by @wsimmonds

  Pattern for client components calling server actions to set cookies in Next.js. Covers the two-file pattern of a client component with user interaction (onClick, form submission) that calls a server action to modify cookies. Use…

• Nextjs Use Search Params Suspense

  by @wsimmonds

  Pattern for using useSearchParams hook with Suspense boundary in Next.js. Covers the required combination of 'use client' directive and Suspense wrapper when accessing URL query parameters in client components. Use when building…

• Nextjs Server Navigation

  by @wsimmonds

  Guide for implementing navigation in Next.js Server Components using Link component and redirect() function. Covers the difference between server and client navigation methods. Use when adding links, redirects, or navigation…

• Nextjs App Router Fundamentals

  by @wsimmonds

  Guide for working with Next.js App Router (Next.js 13+). Use when migrating from Pages Router to App Router, creating layouts, implementing routing, handling metadata, or building Next.js 13+ applications. Activates for App…

• Foresight

  by @Hmbown

  Foresight produces bounded forecasts with explicit uncertainty to guide decisions. It is NOT: - Preflight checks: Verifying prerequisites before executing a known action (disk space, backups, connection strings). Those are…

• True Polymorph

  by @Hmbown

  In D&D, True Polymorph is the permanent transformation — the target becomes something fundamentally different, and if held long enough, the change is irreversible. Unlike Polymorph (temporary disguise or adaptation), True…

• Power Word Kill

  by @Hmbown

  In D&D, Power Word Kill instantly destroys any creature below a hit-point threshold — no saving throw, no resistance, just death. The real-world version is kill -9: the unconditional termination signal. Emergency circuit…

• Vicious Mockery

  by @Hmbown

  The bard's cantrip that deals psychic damage through insults. In practice this is adversarial review — the art of finding and articulating exactly what is wrong with something in a way that is impossible to ignore. Unlike polite…

• Find The Path

  by @Hmbown

  In D&D, Find the Path reveals the shortest route to a destination, even through mazes and across planes. The real-world version is wayfinding through complexity: navigating a sprawling codebase to find where a change should go,…

• Polymorph

  by @Hmbown

  This spell is about representation change, not: - Naming changes (same structure, different identifiers) - Execution changes (same code, different runtime) - Architecture changes (new system design) - Duplication (same thing,…

• History

  by @Hmbown

  In D&D, History recalls significant past events, legendary figures, and ancient knowledge. The real-world version is temporal investigation: git blame across the entire project, reading changelogs to understand why a decision…

• Arcana

  by @Hmbown

  In D&D, Arcana is knowledge of magic, its traditions, symbols, and mechanisms. The real-world version is deep technical literacy: understanding how software architectures work, what protocols do at the wire level, how APIs…

• Bane

  by @Hmbown

  Bane curses targets, making them worse at everything they try. The real-world version is systematic weakness analysis: finding every crack, bad assumption, and failure mode in a plan, architecture, or argument. Unlike Vicious…

• Charm Person

  by @Hmbown

  Charm Person is about ONE-TO-ONE interpersonal communication where warmth, honesty, and respect for autonomy are the primary constraints. It is not about persuasion tactics, conversion rates, conflict mediation, public…

• Animal Friendship

  by @Hmbown

  Animal Friendship is the first-contact spell for unfamiliar APIs, vendors, and services. It treats integration work as relationship-building: learn the temperament, respect the boundaries, and earn a stable exchange before…

• Dimension Door

  by @Hmbown

  Dimension Door is the quick-switch spell: branch to branch, environment to environment, project to project. It is not a migration and it is not discovery. It assumes both endpoints are known, prepared, and close enough in shape…

• Forcecage

  by @Hmbown

  Forcecage creates a pre-tested containment boundary around a subject that has not yet run. It is not about stopping, pausing, or muting something already in motion. The cage is built first, self-tested, then the subject enters.…

• Faerie Fire

  by @Hmbown

  Faerie Fire marks things that are already known. It does not search, discover, explain, translate, or fix. The user has already identified what matters; your job is to make those items impossible to overlook by annotating,…

• Prestidigitation

  by @Hmbown

  Prestidigitation transforms. It does not fix, build, scaffold, migrate, or actuate. If the user says "make this look better" or "convert this to that format" — use prestidigitation. If the user says "make this work" or "set this…

• Fear

  by @Hmbown

  Fear makes targets run from danger. The real-world version is structured pessimism: pre-mortem analysis, worst-case scenario generation, and risk amplification exercises that counteract the natural optimism bias in planning.…

• Animate Objects

  by @Hmbown

  This spell transforms inert → reactive. It does NOT create new tools, train models, run one-off fixes, or build physical systems. The key pattern: existing artifact + trigger/watcher + bounded autonomy.

• Sleight Of Hand

  by @Hmbown

  Sleight of Hand is not about solving a problem — the solution is already known. It is about executing a known change with zero collateral damage. The skill is precision, not creativity.

• Planar Binding

  by @Hmbown

  Use this spell when you need to summon a powerful external entity - a third-party API, a cloud service, another agent - and lock it into serving your workflow under explicit terms.

• Shatter

  by @Hmbown

  Shatter is proactive, controlled destruction for learning. You are the attacker against your own system. The goal is a brittleness report with remediation priorities.