awesome-agents

senior-project-manager

Reads a site feature specification file and converts it into a structured, actionable development task list saved to the project memory bank. Use when you need to break down requirements into developer tasks, plan project work from a PRD or spec, convert feature specifications into tickets with acceptance criteria, or create a task breakdown from site-setup documentation. Produces per-task acceptance criteria, file references, and technical stack notes drawn exclusively from the specification — no scope creep or unspecified features added.

api-tester

Sends HTTP requests to REST and GraphQL API endpoints, validates response codes, headers, and payloads, measures response times against SLA thresholds, generates structured test suites, and produces test reports covering functional, security, and performance scenarios. Use when the user asks about testing APIs, validating endpoints, checking HTTP status codes or response bodies, load testing, stress testing, debugging REST or GraphQL services, testing authentication flows, checking rate limiting, detecting SQL injection or OWASP API vulnerabilities, or integrating API tests into CI/CD pipelines.

trend-researcher

Conducts market research, competitor analysis, industry trend identification, and opportunity assessments. Researches market size (TAM/SAM/SOM), compares competitor products and pricing, generates SWOT analyses, identifies emerging signals in a given industry, and produces structured trend briefs or competitive landscape reports. Use when the user asks about market research, competitor comparison, industry analysis, market sizing, product opportunity assessment, consumer behavior research, technology scouting, or investment trend analysis.

workflow-optimizer

Analyzes, redesigns, and automates business workflows to eliminate bottlenecks and improve efficiency. Creates process flow diagrams, identifies root-cause inefficiencies, writes standard operating procedures (SOPs), designs automation sequences, and produces implementation roadmaps with ROI estimates. Use when the user asks to map a business process, audit a workflow for inefficiencies, identify bottlenecks or handoff failures, create SOPs or checklists, design automation for repetitive tasks, apply Lean or Six Sigma techniques, or build a phased process improvement plan.

content-creator

Content strategist and creator for multi-platform marketing campaigns. Writes blog posts, drafts social media captions, creates email newsletters, plans editorial calendars, develops SEO-optimized articles, and produces marketing copy for landing pages, ads, and video scripts. Use when the user needs to write a blog post, build a content calendar, draft social media content, create marketing copy, develop a brand voice guide, adapt long-form content for multiple platforms, produce a video or podcast script, or plan a full content campaign across channels. Best suited for general-purpose or cross-channel content creation; defer to a more specialized skill when the task is narrowly scoped to a single domain such as technical SEO auditing, advanced email-automation workflows, or paid media campaign management.

performance-benchmarker

Runs load tests, profiles application bottlenecks, analyzes response time metrics, and generates performance optimization recommendations. Use when you need to benchmark a system, run load or stress tests, measure latency or throughput, identify performance bottlenecks, optimize Core Web Vitals (LCP, FID, CLS), plan capacity, enforce performance budgets in CI/CD pipelines, or investigate slow API response times, database query performance, or frontend rendering delays.

infrastructure-maintainer

Configures and maintains cloud infrastructure, monitoring systems, and automated operations. Sets up Prometheus/Grafana alerting, writes Terraform IaC for AWS/GCP/Azure resources, manages auto-scaling groups, load balancers, VPCs, and databases, and implements encrypted backup pipelines with S3 offload. Troubleshoots deployment failures, optimizes resource right-sizing, enforces security hardening (SOC2/ISO27001), and produces capacity planning and cost analysis reports. Use when the user asks about server setup, infrastructure provisioning, monitoring and alerting configuration, Terraform or CloudFormation, CI/CD pipeline issues, Kubernetes or container orchestration, cloud cost optimization, backup and disaster recovery, or database performance and scaling.

brand-guardian

Develops brand guidelines, audits content for brand consistency, creates brand voice documentation, defines visual identity standards (colors, typography, logo usage), and produces brand strategy deliverables including positioning statements and messaging frameworks. Use when the user asks about brand guidelines, brand voice, logo usage, style guides, brand audits, naming, maintaining brand consistency across materials, or building a brand identity system from scratch.

tiktok-strategist

TikTok marketing strategist that writes video scripts, suggests trending hashtags and sounds, plans posting schedules, analyzes engagement metrics, and crafts hook-driven captions for short-form video content. Use when the user asks about TikTok strategy, creating viral videos, TikTok ads, trending sounds, hashtag research, influencer partnerships, or short-form video content for TikTok, Instagram Reels, or YouTube Shorts.

test-results-analyzer

Parses and analyzes test output to identify failing tests, flaky tests, coverage gaps, defect patterns, and release readiness. Use when the user shares test results, CI/CD pipeline output, pytest/JUnit/Mocha logs, test coverage reports, or asks about test failures, pass rates, or quality metrics. Produces structured reports with root cause analysis, risk assessment, and prioritized recommendations for development teams and stakeholders.

data-consolidation-agent

Aggregates sales data into dashboards, generates territory breakdowns, tracks rep performance, and visualizes pipeline stages. Use when the user asks to build sales dashboards, generate pipeline or revenue reports, summarize sales performance by territory or rep, track quota attainment, analyze deal pipeline, review CRM data, or produce sales analytics and forecasts.

frontend-developer

Builds and debugs frontend components, implements responsive layouts, optimizes bundle size and rendering performance, and enforces accessibility standards across React, Vue, Angular, and Svelte projects. Use when the user asks to create or refactor UI components, fix CSS/HTML/JavaScript issues, set up state management, improve Core Web Vitals, configure Tailwind or design tokens, debug hydration or rendering problems, or implement keyboard navigation and ARIA patterns in a web app.

growth-hacker

Designs A/B test plans, maps conversion funnels, identifies referral loop mechanics, and prioritizes growth experiments using ICE/RICE frameworks to accelerate user acquisition and retention. Use when you need a growth strategy, user acquisition plan, conversion rate optimization, A/B test design, marketing funnel analysis, referral program design, or growth experiment prioritization. Applies structured experimentation workflows to reduce CAC, improve activation rates, and find scalable growth channels across paid, organic, and product-led surfaces.

api-tester

Sends HTTP requests to REST and GraphQL API endpoints, validates response codes, headers, and payloads, measures response times against SLA thresholds, generates structured test suites, and produces test reports covering functional, security, and performance scenarios. Use when the user asks about testing APIs, validating endpoints, checking HTTP status codes or response bodies, load testing, stress testing, debugging REST or GraphQL services, testing authentication flows, checking rate limiting, detecting SQL injection or OWASP API vulnerabilities, or integrating API tests into CI/CD pipelines.

app-store-optimizer

Generates optimized app store titles, descriptions, keyword sets, and screenshot strategies for iOS App Store and Google Play. Analyzes competitor listings, identifies keyword gaps, and provides conversion-focused metadata and visual asset recommendations. Use when the user needs help with app store listings, ASO, app keywords, App Store or Google Play optimization, improving app download rates, app store screenshots, app ranking, or app discoverability.

senior-developer

Builds Laravel/Livewire components, creates FluxUI interfaces with light/dark/system theming, integrates Three.js 3D scenes, and implements advanced CSS layouts including glass effects, micro-interactions, and responsive styling. Use when the user needs to build or modify Laravel Livewire applications, create or theme FluxUI web components, add 3D graphics or rendering with Three.js, implement complex frontend styling with PHP/Blade templates, or deliver production-ready web apps with premium interaction design and WCAG-aware accessibility.

experiment-tracker

Designs and tracks scientific experiments, A/B tests, and feature rollouts for product and engineering teams. Defines experiment hypotheses, calculates required sample sizes, tracks variant performance metrics, analyzes statistical significance, and delivers ship/no-ship recommendations. Use when the user asks about designing A/B tests or split tests, setting up control vs. treatment groups, tracking experiment results, calculating statistical significance or confidence intervals, managing feature flag rollouts, or deciding whether to ship a feature based on experiment data.

visionos-spatial-engineer

Builds native visionOS and Apple Vision Pro apps using SwiftUI, RealityKit, and the Liquid Glass design system. Creates volumetric views, implements Liquid Glass materials, configures immersive spaces, manages spatial WindowGroups, designs 3D UI layouts, and wires up RealityKit entities with gestures and attachments. Use when building visionOS apps, Apple Vision Pro experiences, volumetric windows, immersive spaces, mixed reality interfaces, or applying Liquid Glass effects with SwiftUI and RealityKit on visionOS 26.

evidence-collector

Reviews web application UI using Playwright screenshot captures to identify visual bugs, broken interactive elements, layout regressions, and specification mismatches. Produces structured evidence-based QA reports with screenshot references, pass/fail verdicts, and prioritised fix lists. Use when asked to QA a web page, find UI bugs, run visual testing, check screenshot evidence, validate an implementation against a spec, review responsive layout, or verify interactive elements like accordions, forms, and navigation menus.

agents-orchestrator

Orchestrates complete multi-agent development pipelines from specification to production-ready implementation. Coordinates specialist agents (PM, ArchitectUX, Developer, QA) in a structured sequence, enforcing task-by-task Dev↔QA validation loops with automatic retry logic and quality gates. Use when the user asks to run the full development pipeline, execute the end-to-end workflow, coordinate multiple agents on a project, automate build-to-QA cycles, or manage a project from spec to delivery.

terminal-integration-specialist

Provides concrete guidance on building terminal emulators in Swift using SwiftTerm, including configuring terminal views, parsing ANSI/VT100 escape sequences, managing PTY connections, and optimizing text rendering performance. Use when the user is building a terminal app, console view, or xterm-compatible emulator in Swift, integrating SwiftTerm into a SwiftUI or UIKit/AppKit app, working with PTY or SSH stream bridging, handling keyboard input and escape sequences, or optimizing terminal rendering on macOS, iOS, or visionOS.

reality-checker

Reviews code changes, validates test coverage, checks deployment criteria, and gates production approvals based on evidence from automated screenshots, test results, and specification compliance checks. Defaults to "NEEDS WORK" unless comprehensive evidence supports readiness. Use when a user asks to approve a PR, run a release readiness check, validate deployment criteria, perform a QA gate review, check if code is production-ready, or assess integration test results.

support-responder

Drafts customer support responses, troubleshoots reported issues, writes FAQ and knowledge base entries, handles complaint and escalation workflows, and composes follow-up or refund communications. Use when the user asks about responding to customer complaints, writing help desk replies, handling refund or billing disputes, drafting ticket responses, creating support documentation, or managing escalation to specialists. Covers email, chat, phone, and social media channels with consistent tone, SLA awareness, and CSAT-driven quality standards.

macos-spatial-metal-engineer

Creates Metal shaders, builds instanced 3D rendering pipelines, optimizes GPU performance, and implements spatial computing interactions for macOS and visionOS/Vision Pro. Handles Compositor Services stereo frame streaming, RemoteImmersiveSpace setup, gaze and pinch gesture recognition, and GPU-based physics for graph layout. Use when the user asks about Metal shaders, .metal files, 3D rendering on macOS, GPU programming, visionOS or Vision Pro development, spatial computing, RealityKit, SceneKit, AR, augmented reality, instanced rendering, render pipeline optimization, or stereoscopic output.

feedback-synthesizer

Collects, categorizes, and synthesizes user feedback from multiple channels into actionable product insights. Performs sentiment scoring, theme tagging, NPS/CSAT analysis, feature request ranking, priority matrix generation, and Voice of Customer reporting. Use when the user asks to analyze customer feedback, survey responses, NPS scores, CSAT data, feature requests, app reviews, support tickets, social media mentions, or any Voice of Customer data; or when they need to prioritize a product roadmap from user input, identify top pain points from feedback, understand why users are churning, or produce an executive feedback report.

xr-cockpit-interaction-specialist

Designs and implements immersive cockpit interfaces for XR environments, including 3D control panels, HUDs, dashboards, and spatial input systems using A-Frame or Three.js. Use when the user asks about VR, AR, or mixed reality cockpit layouts, XR dashboard design, spatial control panels, head-up displays, virtual flight controls, immersive vehicle interfaces, seated XR experiences, or multi-input systems combining hand gestures, gaze, and voice controls.

visual-storyteller

Visual communication specialist that creates infographics, social media graphics, branded visual content, presentation slide outlines, storyboards, data visualizations, and multimedia content plans. Use when the user asks to design infographics, create visual content, build a storyboard, make diagrams, produce branded graphics, turn data into a visual format, plan a video or animation sequence, or adapt visual assets across platforms like Instagram, YouTube, TikTok, LinkedIn, or Pinterest.

twitter-engager

Creates and optimizes Twitter/X content including viral tweet threads, engagement replies, hashtag strategies, content calendars, and crisis response messaging. Use when a user asks to write a tweet, draft a Twitter thread, craft a reply, create a Twitter poll, plan a Twitter content strategy, respond to brand mentions, or handle a Twitter PR situation. Handles tweet copywriting, thread structuring, real-time engagement responses, Twitter Spaces planning, and performance benchmarking for organic and paid Twitter/X campaigns.

devops-automator

Writes and debugs infrastructure-as-code (Terraform, CloudFormation, CDK), generates CI/CD pipeline configurations (GitHub Actions, GitLab CI, Jenkins), and produces Kubernetes manifests, Docker setups, and cloud resource definitions for AWS, GCP, and Azure. Covers secrets management, observability instrumentation, rollback strategies, cost controls, and security scanning embedded in delivery pipelines. Use when the user asks about deploying applications, writing pipeline YAML, configuring infrastructure as code, Docker containers, Kubernetes manifests, autoscaling, cloud resource provisioning, setting up monitoring and alerting, or automating operational workflows.

report-distribution-agent

Filters consolidated sales data by territory, matches reports to assigned representatives, and sends personalized HTML report emails via SMTP — with full audit logging of every delivery attempt. Use when the user needs to send or schedule sales reports to reps, distribute territory-based reports, automate report delivery to a sales team, email territory data to assigned representatives, or review report distribution history. Covers daily/weekly scheduled sends, manual on-demand distribution, and querying the distribution audit trail.

project-shepherd

Creates and manages project artifacts including project charters, Gantt-style timelines, RACI matrices, risk registers, and stakeholder communication plans. Tracks milestones, deadlines, resource allocation, and budget variance across cross-functional teams. Generates status reports, facilitates change control, and produces lessons-learned documentation. Use when a user needs to plan a new project, build a project plan or roadmap, track milestone progress, write a status update, conduct a risk assessment, allocate resources across teams, coordinate cross-functional delivery, or align stakeholders on scope, timeline, or budget changes.

xr-interface-architect

Designs spatial UI layouts, prototypes hand gesture interactions, creates 3D menu systems, and plans gaze-based navigation for AR/VR/XR applications. Provides ergonomic placement guidelines, comfort zone thresholds, input latency budgets, and accessibility fallback patterns for immersive interfaces across platforms including Meta Quest, Apple Vision Pro, and WebXR. Use when the user asks about spatial computing interfaces, VR/AR UI design, mixed reality interactions, hand tracking UX, HUD design, holographic displays, headset UI, immersive environment layouts, 3D interface design, cockpit dashboards, or comfort-zone-compliant panel placement.

ui-designer

Designs and documents UI component libraries, design token systems, color palettes, typography scales, spacing systems, and responsive layout frameworks. Produces design specifications, style guides, and developer-ready handoff documentation. Use when a user needs to create a design system, build a component library, define a color palette or typography scale, design UI mockups or wireframes, establish a visual style guide, set up CSS tokens or theming (including dark mode), specify accessible interface components (WCAG AA), or produce layout compositions for web or mobile interfaces.

data-analytics-reporter

Data analytics and reporting specialist that reads raw data files (CSV, Excel, SQL query results, JSON), calculates summary statistics, identifies trends, builds charts and dashboards, tracks KPIs, and produces structured reports. Use when the user asks to analyze a dataset, create a dashboard, compute metrics or KPIs, generate bar/line/pie charts, run statistical summaries, perform A/B test analysis, segment customers, measure campaign performance, or produce a data-driven business report from spreadsheet or database data.

studio-producer

Creates strategic project plans, allocates team resources across concurrent projects, tracks milestones and portfolio ROI, and generates executive status reports and quarterly portfolio reviews for creative studios. Use when the user asks about planning a project portfolio, scheduling or assigning team resources, managing multiple concurrent projects, tracking deadlines and budgets, preparing stakeholder or board-level reports, coordinating cross-team work, or optimizing creative studio operations.

instagram-curator

Instagram marketing specialist that creates captions, plans content calendars, generates hashtag strategies, writes bio copy, designs carousel post outlines, and builds Instagram Shopping setups. Produces brand aesthetic guides, Reels concepts, Story sequences, and UGC campaign briefs. Use when the user asks about Instagram posts, reels, stories, captions, hashtags, follower growth, feed aesthetics, Instagram Shopping, influencer partnerships, or any Instagram marketing strategy or content creation task.

finance-advisor

Performs financial planning, budget analysis, cash flow forecasting, and investment evaluation for businesses. Creates budget templates with variance tracking, generates P&L and cash flow reports, analyzes expenses against forecasts, calculates NPV/IRR for investment decisions, and builds financial dashboards with KPI tracking. Use when the user asks about budgets, financial forecasts, P&L statements, cash flow analysis, expense tracking, cost reduction, ROI calculations, audit preparation, tax planning, or business investment decisions.

executive-summary-generator

Transforms complex business inputs into concise, C-suite-ready executive summaries using McKinsey SCQA, BCG Pyramid Principle, and Bain action-oriented recommendation frameworks. Structures business analysis, drafts executive summaries, creates board-ready decision memos, and synthesizes complex data into prioritized, actionable recommendations with clear ownership and timelines. Use when the user asks for executive summaries, strategy briefs, board presentations, decision memos, leadership briefings, or wants business analysis structured using consulting frameworks.

ux-researcher

Expert user experience researcher that creates usability test plans, designs surveys, conducts user interview analysis, builds data-backed personas, maps user journeys, and synthesizes research findings into prioritized, actionable design recommendations. Use when the user asks about usability testing, user interviews, UX audits, survey design, persona creation, user journey mapping, A/B testing analysis, heatmap interpretation, accessibility research, or translating research data (interview notes, survey results, behavioral analytics) into design decisions. Distinct from general product management or analytics skills by focusing specifically on user behavior research methodology, participant recruitment, study design, and insight communication.

social-media-strategist

Expert social media strategist for LinkedIn, Twitter, and professional platforms. Drafts LinkedIn posts and articles, composes tweet threads, builds content calendars, writes hashtag strategies, plans multi-platform campaigns, and develops thought leadership programs. Use when the user asks to create social media content, plan a LinkedIn or Twitter strategy, write a post or thread, build a content calendar, develop professional branding, design an employee advocacy program, run a social media campaign, or analyze cross-platform social performance. Handles requests like "write a LinkedIn post," "plan a social media campaign," "build a content calendar," "develop a thought leadership strategy," "create a tweet thread," or "optimize our LinkedIn page."

ux-architect

Creates CSS design systems, responsive layouts, component architectures, and accessible HTML/CSS foundations for web projects. Generates design token files, grid frameworks, theme toggle systems (light/dark/system), and developer handoff documentation. Use when the user asks about CSS architecture, design systems, responsive layouts, component naming conventions, frontend structure, layout frameworks, theme switching, or needs a scalable CSS foundation before implementation begins.

backend-architect

Designs scalable backend architectures, models relational database schemas, builds REST/GraphQL/gRPC APIs, configures cloud infrastructure, and implements microservices with security and observability built in. Use when asked to design a backend system, create or version an API, write a database schema or migration, set up microservices, plan cloud deployment architecture, implement authentication/authorization, configure caching or message queues, or optimize server-side performance. Covers PostgreSQL, Redis, RabbitMQ, Docker, Kubernetes, and Infrastructure as Code.

rapid-prototyper

Scaffolds MVPs, proof-of-concepts, and rapid prototypes by generating project boilerplate, configuring databases, setting up auth, and wiring analytics from day one. Supports high-velocity stacks including Next.js, Supabase, Express, SQLite, and shadcn/ui, plus low-code/BaaS options when justified. Use when the user wants to build a prototype, quick demo, starter app, MVP, proof-of-concept, or hackathon project; needs to rapidly scaffold a new application with working boilerplate; wants to validate a product hypothesis with minimal infrastructure; or asks for CRUD endpoints, feature flags, or a skeleton to iterate on.

agentic-identity-trust-architect

Designs identity, authentication, and trust verification systems for autonomous AI agents in multi-agent environments. Capabilities include cryptographic credential issuance and rotation, mutual agent authentication, capability-based authorization policies, delegation chain verification, zero-trust peer verification protocols, append-only tamper-evident audit logging, and trust scoring based on verifiable outcomes. Use when designing agent authentication, agent-to-agent trust, agent credentials, digital signatures for agents, zero-trust agent networks, agent certificate management, identity federation across frameworks, or audit trails for autonomous agent actions. Especially relevant when agents execute high-stakes operations such as financial transactions, infrastructure deployment, or API calls to external systems.

reddit-community-builder

Drafts Reddit posts and comment replies, identifies relevant subreddits, plans posting schedules, crafts upvote-optimized titles, prepares AMA sessions, and adapts tone and formatting to match subreddit rules and community norms. Use when the user mentions Reddit, subreddits, Reddit marketing, Reddit posts, Reddit promotion, Reddit strategy, or promoting content on Reddit.

lsp-index-engineer

Configures and orchestrates Language Server Protocol (LSP) clients, builds semantic code indexes, and enables code intelligence features like go-to-definition, find references, hover documentation, and auto-complete. Use when you need to set up or debug language servers (e.g., typescript-language-server, intelephense, pyright, gopls, rust-analyzer), implement code navigation in an editor or toolchain, build a unified symbol graph across multiple languages, configure LSP server connections and capability negotiation, or create real-time semantic indexes (LSIF, nav.index.jsonl) for large codebases.

sales-data-extraction-agent

Monitors Excel spreadsheets (.xlsx/.xls) and extracts key sales metrics (MTD, YTD, Year End) to generate internal live reports. Use when the user needs to parse sales reports, track revenue figures, pull MTD/YTD data from a spreadsheet, build a sales dashboard, or automate extraction of sales performance data from Excel files into a database.

analytics-reporter

Specialist data analyst that calculates trends, generates summary statistics, builds charts, tracks KPIs, performs RFM segmentation, and produces structured business intelligence reports from CSV, Excel, SQL query results, or raw datasets. Use when the user asks for data analysis, dashboard creation, KPI tracking, statistical summaries, customer segmentation, marketing attribution, churn analysis, or data-driven business recommendations.

studio-operations

Creates and refines studio operational documents including SOPs, resource schedules, vendor tracking sheets, incident response checklists, and efficiency reports. Identifies workflow bottlenecks, maps resource allocation across teams, and produces actionable process improvement plans. Use when the user asks about scheduling conflicts, team capacity planning, equipment or facility management, vendor onboarding, operational bottlenecks, compliance tracking, studio workflow design, or generating operational reports and documentation.

sprint-prioritizer

Creates sprint plans, prioritizes product backlogs using RICE/MoSCoW/Kano frameworks, generates capacity plans, writes user stories with acceptance criteria, and produces stakeholder-ready roadmaps. Use when a user needs to prioritize features, score backlog items, plan a sprint, groom stories, allocate team capacity, calculate story points, create a release roadmap, run RICE scoring, evaluate trade-offs between features, or prepare sprint review and retrospective materials.

trend-researcher

Conducts market research, competitor analysis, industry trend identification, and opportunity assessments. Researches market size (TAM/SAM/SOM), compares competitor products and pricing, generates SWOT analyses, identifies emerging signals in a given industry, and produces structured trend briefs or competitive landscape reports. Use when the user asks about market research, competitor comparison, industry analysis, market sizing, product opportunity assessment, consumer behavior research, technology scouting, or investment trend analysis.

mobile-app-builder

Builds native iOS and Android apps, creates cross-platform mobile applications using React Native or Flutter, configures mobile build systems, and debugs platform-specific issues including crashes, permissions, and store rejections. Use when the user asks about mobile app development, iOS or Android projects, Swift, SwiftUI, Kotlin, Jetpack Compose, React Native, Flutter, mobile UI design, push notifications, offline sync, in-app purchases, .ipa or .apk builds, or app store submission.

tool-evaluator

Creates structured software and platform evaluation reports with weighted scoring matrices, TCO analysis, and adoption recommendations. Use when asked to compare tools, recommend software, evaluate platforms, choose between apps, or answer questions like "which tool should I use", "best software for X", "tool comparison", "software recommendation", "pros and cons of [tool]", or "help me pick between [A] and [B]". Produces comparison matrices, financial analyses, risk assessments, and phased implementation plans for business tool decisions.

legal-support

Reviews contracts for compliance issues, drafts and audits privacy policies, assesses GDPR/CCPA/HIPAA/SOX/PCI-DSS obligations, identifies regulatory requirements, and flags legal risks across multiple jurisdictions. Use when the user asks about legal compliance, regulatory requirements, GDPR, CCPA, privacy policies, terms of service, contract review, data protection, data handling, legal review, or industry-specific regulations such as HIPAA, SOX, or PCI-DSS.

xr-immersive-developer

Creates browser-based AR/VR/XR experiences using the WebXR Device API, builds 3D scenes with Three.js, A-Frame, and Babylon.js, implements hand tracking, raycasting, hit testing, spatial anchors, and controller input, and applies performance optimizations like LOD, occlusion culling, and shader tuning for headsets and mobile AR. Use when the user asks about WebXR, virtual reality, augmented reality, immersive 3D web apps, VR headsets, spatial computing, or mentions frameworks like Three.js, A-Frame, Babylon.js, or file formats like .glb or .gltf.

whimsy-injector

Writes playful microcopy, designs Easter egg interactions, creates whimsical loading screens, error messages, and success states, and builds gamification and achievement systems for digital products. Produces CSS micro-interaction code, JavaScript Easter egg logic, and a brand personality framework. Use when the user asks for fun or humorous UI copy, delightful error pages (e.g. 404), loading animations with personality, Easter eggs or hidden features, micro-interactions, progress celebrations, achievement systems, or wants to add humor, playfulness, or brand personality to a product interface.

ai-engineer

Trains and fine-tunes ML models, builds data preprocessing and feature engineering pipelines, deploys models as REST APIs, integrates inference into production applications, and designs RAG and LLM-powered systems. Covers MLOps workflows including experiment tracking, drift detection, retraining triggers, and A/B testing. Use when the user asks about training or fine-tuning a model, building ML pipelines, model serving or inference optimization, evaluating model performance, working with frameworks like PyTorch, TensorFlow, scikit-learn, or Hugging Face, setting up vector databases, prompt engineering, or taking an ML prototype to production.