# AgentAlley

> Skills and agents for AI coding tools, with the full source readable before you
> install anything. Safety and Transparency are scored automatically from static
> analysis of each SKILL.md; the scores and the exact lines that lost points are
> public on every page.

Honest limits, stated up front:

- Only two of five axes are scored today: Safety (25 points) and Transparency
  (15 points). Effectiveness, Cost and Real-world use need real runs and real
  usage data, so they read "not scored yet" — which is different from zero.
- No skill here carries the Verified rank, because that rank requires the
  Effectiveness and Cost axes to have run.
- There are no user reviews yet. We show that as empty rather than invent any.
- Every skill belongs to its original author and keeps its licence and source
  link. Repositories with no redistributable licence are not carried at all.

## Business & ops

- [Structure Your Invention For A Patent Filing](https://agentalley.io/skills/invention-structuring.md): Describe your invention in plain words and get back a formal write-up that lays out the problem it solves, how it works, and which parts are worth pro
- [Claims Drafting: The Core Patent Skill](https://agentalley.io/skills/claims-drafting.md): Describe your invention in plain words and get back a numbered set of formal patent claims — the legal wording that defines exactly what you own.
- [Patent Novelty and Non-Obviousness Check](https://agentalley.io/skills/patent-novelty-check.md): Describe your invention in everyday words and get back a clear read on whether it's new and original enough to patent, plus where it might hit trouble
- [Patent Pipeline: From Invention to Filing](https://agentalley.io/skills/patent-pipeline.md): Describe your invention in plain words and get back a complete first-draft patent application — claims, full description, and abstract — ready to hand
- [Codebase Scanner](https://agentalley.io/skills/scan.md): Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after ar
- [Paid Advertising Audit](https://agentalley.io/skills/ads-audit.md): Paste your ad account numbers and what you're trying to sell; get back a plain-English report on what's wasting spend and the fixes to make first.
- [Turn your rambling notes into a clear brief](https://agentalley.io/skills/thinking-out-loud.md): Paste your messy brain-dump or voice-note and get back a tidy brief: your goal, your decisions, what you changed your mind about, and the guesses you 
- [Competitor Comparison & Alternatives Pages](https://agentalley.io/skills/seo-competitor-pages.md): Tell us your product and a rival you keep losing deals to, and get back a ready-to-publish page that shows why customers should pick you.
- [Single Page Analysis](https://agentalley.io/skills/seo-page.md): Give us a page link and the phrase you want to be found for; get back a scored report of what's hurting it and exactly what to fix first.
- [Meta Ads Audit](https://agentalley.io/skills/ads-meta.md): Paste your ad spend, goals and results — get back a plain report showing what's leaking money and the exact changes to make first.
- [Paid Media Optimization](https://agentalley.io/skills/ads-optimize.md): Hand over your current ad campaigns and spend numbers, get back a ranked list of what to change, pause, or test to stop wasting money.
- [Find partners to run joint promotions with](https://agentalley.io/skills/co-marketing.md): Tell us about your business and who you sell to, and get a shortlist of ideal partner companies plus specific joint campaign ideas to grow your audien
- [Email Security & Phishing Analysis](https://agentalley.io/skills/email-security.md): Paste a suspicious email you received and get back a plain-English verdict on whether it's a scam, plus the warning signs and what to do next.
- [Product/Service Launch Playbook Generator](https://agentalley.io/skills/market-launch.md): Tell us what you're launching and when, and get back a full week-by-week launch plan with ready-to-send emails, social posts, and a launch-day checkli
- [Pricing Page (High‑Conversion) — Web Design Skill](https://agentalley.io/skills/pricing-page.md): Tell us about your plans and prices, and get back a ready-to-build pricing page: plan layout, what each tier includes, buttons, and answers to common 
- [<Questionnaire title>](https://agentalley.io/skills/to-questionnaire.md): Tell us who you need answers from and what you're missing; get back a clean form you send them to fill in.
- [Pci Compliance](https://agentalley.io/skills/pci-compliance.md): Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achievin
- [Startup Metrics Framework](https://agentalley.io/skills/startup-metrics-framework.md): Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit ec
- [Superself](https://agentalley.io/skills/superself.md): Use when a project keeps its state in Superself (a `<!-- superself:begin` block in AGENTS.md or CLAUDE.md, or `self setup` resolves the directory to a
- [Team Composition Analysis](https://agentalley.io/skills/team-composition-analysis.md): Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. 
- [Amazon Ads Audit](https://agentalley.io/skills/ads-amazon.md): You share your Amazon advertising numbers and goals; you get back a plain-language review of what's draining your budget and what to change first.
- [Apple Ads Audit](https://agentalley.io/skills/ads-apple.md): Paste what you're spending on Apple Search Ads and your recent numbers; get back a plain review of what's wasting money and what to fix first.
- [LinkedIn Ads Audit](https://agentalley.io/skills/ads-linkedin.md): Paste your LinkedIn campaign numbers and goals; get back a plain-language report on what's leaking budget and what to fix first.
- [Microsoft Advertising Audit](https://agentalley.io/skills/ads-microsoft.md): Paste what you're selling and share your Microsoft Advertising numbers; get back a plain-English report on what's wasting money and what to fix first.
- [Pinterest Ads Audit](https://agentalley.io/skills/ads-pinterest.md): Paste your Pinterest ad account details and recent numbers, and get back a clear report on what's wasting money and what to fix first.
- [Reddit Ads Audit](https://agentalley.io/skills/ads-reddit.md): You hand over your Reddit ad account details and spend numbers; you get back a plain-language report on what's underperforming and exactly what to fix
- [Snapchat Ads Audit](https://agentalley.io/skills/ads-snapchat.md): Paste your Snapchat Ads numbers and setup, and get back a plain-language report on what's wasting money and exactly what to fix first.
- [TikTok Ads Audit](https://agentalley.io/skills/ads-tiktok.md): Paste what you're spending and what you're trying to get, and receive a plain-English review of what's working, what's leaking money, and what to fix 
- [X Ads Audit](https://agentalley.io/skills/ads-x.md): Paste your X Ads spend and campaign details; get back a plain-language health check with what's wasting money and what to fix first.
- [YouTube Ads Audit](https://agentalley.io/skills/ads-youtube.md): Paste your YouTube ad campaign numbers and goals, and get back a plain report on what's wasting money and what to fix first.
- [Client Proposal Generator for Marketing Services](https://agentalley.io/skills/market-proposal.md): Paste your rough notes about the client and what you'd do for them, and get back a polished, ready-to-send proposal with pricing tiers and next steps.
- [Marketing Report Generator (Markdown Format)](https://agentalley.io/skills/market-report.md): Tell us about your business and website and get back a scored report showing where you're losing customers, what it's costing you, and a week-by-week 
- [Before You Build](https://agentalley.io/skills/before-you-build.md): Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a l
- [Billing Automation](https://agentalley.io/skills/billing-automation.md): Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription 
- [Competitive Landscape Analysis](https://agentalley.io/skills/competitive-landscape.md): Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean 
- [Employment Contract Templates](https://agentalley.io/skills/employment-contract-templates.md): Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating 
- [Gdpr Data Handling](https://agentalley.io/skills/gdpr-data-handling.md): Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU 
- [Market Sizing Analysis](https://agentalley.io/skills/market-sizing-analysis.md): Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimati
- [Startup Financial Modeling](https://agentalley.io/skills/startup-financial-modeling.md): Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage sta
- [Stripe Integration](https://agentalley.io/skills/stripe-integration.md): Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stri
- [Paypal Integration](https://agentalley.io/skills/paypal-integration.md): Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, pr
- [Fix How You Run Your Team](https://agentalley.io/skills/high-output-management.md): You describe how you currently run your team, meetings, and week. You get back an honest scorecard and a short list of the exact changes that would ma
- [Find the one number your business should track](https://agentalley.io/skills/lean-analytics.md): Paste your business situation and the numbers you watch; get back the single metric that actually matters now, a target to hit, and what to stop track
- [Win your next tough negotiation](https://agentalley.io/skills/negotiation.md): You describe the deal you're stuck in and who you're up against; you get back a word-for-word game plan of what to say, what to ask, and where to hold
- [Sales materials that help you close deals](https://agentalley.io/skills/sales-enablement.md): Tell us what you sell and who buys it; get back a pitch outline, a one-page leave-behind, and ready answers to the objections you hear most.
- [Win back customers before they cancel](https://agentalley.io/skills/churn-prevention.md): Tell us about your subscription business and why people quit. Get back a ready-to-use plan to keep more customers and recover failed payments.
- [Word-of-Mouth & Virality Framework](https://agentalley.io/skills/contagious.md): Describe your product, offer, or campaign and get back specific, practical ways to make more people share it and recommend it to others.
- [Find out why your page isn't selling](https://agentalley.io/skills/cro-methodology.md): Paste your sales or landing page and tell us who it's for — get back the exact reasons visitors leave without buying and what to change first.
- [Grand Slam Offer Creation Framework](https://agentalley.io/skills/hundred-million-offers.md): Tell us what you sell and to whom. Get back a rebuilt offer — bonuses, guarantee, price, deadline and a name — packaged so buyers feel silly saying no
- [Empowered Product Teams Framework](https://agentalley.io/skills/inspired-product.md): Describe how your team decides what to build and how it works day to day; get back a scored honest diagnosis and the exact habits to change.
- [Made to Stick Framework](https://agentalley.io/skills/made-to-stick.md): Paste the message you use to explain your business, get back a sharper version plus a plain scorecard showing where it fell flat and the fix.
- [Product Positioning Framework](https://agentalley.io/skills/obviously-awesome.md): Describe your product and who buys it; get back a clear positioning statement, the category to sell in, your real competitors, and headline messaging.
- [Build a system for handling sales leads](https://agentalley.io/skills/revops.md): Tell us how leads reach your team today and you get back a written playbook for scoring, routing, and following up on every lead fast.
- [Entrepreneurial Operating System (EOS)](https://agentalley.io/skills/traction-eos.md): Describe how your business runs today and get back a clear health score across six core areas, plus the exact next step to fix each weak spot.
- [Blue Ocean Strategy Framework](https://agentalley.io/skills/blue-ocean-strategy.md): Describe your business and rivals, and get back a plain plan for standing out, cutting costs, and winning customers nobody else is serving.
- [The Cold Start Problem](https://agentalley.io/skills/cold-start-problem.md): Describe how you plan to launch your marketplace, app, or community and get back a scored plan with the exact fixes that will help the first users act
- [Email Sequence Design](https://agentalley.io/skills/emails.md): Tell us about your business and who just signed up, and get back a ready-to-send series of emails that welcomes them and turns them into buyers.
- [Behavior Design Framework](https://agentalley.io/skills/improve-retention.md): Describe the action you want customers to keep doing and where they drop off; get back a plain plan that makes it easier, better-timed, and rewarding 
- [Offer Design](https://agentalley.io/skills/offers.md): Tell us what you sell, your price, and who it's for. Get back a stronger deal: better bonuses, a fair guarantee, an honest reason to buy now, and a sh
- [Pricing Strategy](https://agentalley.io/skills/pricing.md): Tell us what you sell and who buys it, and get back a clear pricing plan with tiers, price points, and the reasoning behind each number.
- [Write Copy That Turns Visitors Into Buyers](https://agentalley.io/skills/copywriting.md): Tell us about your business and what page you need. Get back a full set of headlines, section copy, and buttons written to make people take action.
- [A Free Giveaway That Grows Your Email List](https://agentalley.io/skills/lead-magnets.md): Tell us about your business and who you sell to, and get back a ready-to-launch free offer that turns website visitors into email signups and future c

## Coding

- [Subagent Driven Development](https://agentalley.io/skills/subagent-driven-development.md): Use when executing implementation plans with independent tasks in the current session
- [Python Code Style & Documentation](https://agentalley.io/skills/python-code-style.md): Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linte
- [Competitor Price Analysis 💲](https://agentalley.io/skills/competitor-price-analysis.md): Competitor pricing strategy analysis and market positioning. Price mapping, pricing gaps identification, elasticity signals evaluation, and strategic 
- [Competitor Price Tracker 📊](https://agentalley.io/skills/competitor-price-tracker.md): Set up competitor price tracking and monitoring workflows. Track price changes, detect promotions, analyze pricing patterns, and get alerts for compet
- [Dropshipping Product Research 📦](https://agentalley.io/skills/dropshipping-product-research.md): Product research for dropshipping businesses. Identify profitable products with reliable suppliers, healthy margins, and manageable competition. Evalu
- [Conversion Rate Optimization](https://agentalley.io/skills/conversion-rate-optimization.md): 
- [Ebay Advertising](https://agentalley.io/skills/ebay-advertising.md): 
- [Ebay Product Research](https://agentalley.io/skills/ebay-product-research.md): 
- [Ebay Seller Guide](https://agentalley.io/skills/ebay-seller-guide.md): 
- [Ebay Seo](https://agentalley.io/skills/ebay-seo.md): 
- [E-Commerce A/B Testing](https://agentalley.io/skills/ecommerce-ab-testing.md): 
- [Debugging Strategies](https://agentalley.io/skills/debugging-strategies.md): Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stac
- [Bats Testing Patterns](https://agentalley.io/skills/bats-testing-patterns.md): Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requ
- [ASO Audit](https://agentalley.io/skills/aso.md): When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' '
- [Angular Migration](https://agentalley.io/skills/angular-migration.md): Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS a
- [Api Design Principles](https://agentalley.io/skills/api-design-principles.md): Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs
- [Architecture Patterns](https://agentalley.io/skills/architecture-patterns.md): Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when des
- [Defi Protocol Templates](https://agentalley.io/skills/defi-protocol-templates.md): Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance appli
- [Python Anti-Patterns Checklist](https://agentalley.io/skills/python-anti-patterns.md): Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations
- [Python Error Handling](https://agentalley.io/skills/python-error-handling.md): Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic
- [Python Type Safety](https://agentalley.io/skills/python-type-safety.md): Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, def
- [React State Management](https://agentalley.io/skills/react-state-management.md): Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or 
- [Code Review Reception](https://agentalley.io/skills/receiving-code-review.md): Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires 
- [Systematic Debugging](https://agentalley.io/skills/systematic-debugging.md): Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
- [Typescript Advanced Types](https://agentalley.io/skills/typescript-advanced-types.md): Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-s
- [Verification Before Completion](https://agentalley.io/skills/verification-before-completion.md): Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming
- [PDF Marketing Report Generator](https://agentalley.io/skills/market-report-pdf.md): 
- [Dispatching Parallel Agents](https://agentalley.io/skills/dispatching-parallel-agents.md): Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
- [E2E Testing Patterns](https://agentalley.io/skills/e2e-testing-patterns.md): Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. U
- [Finishing A Development Branch](https://agentalley.io/skills/finishing-a-development-branch.md): Use when implementation is complete, all tests pass, and you need to decide how to integrate the work
- [Go Concurrency Patterns](https://agentalley.io/skills/go-concurrency-patterns.md): Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools
- [Godot Gdscript Patterns](https://agentalley.io/skills/godot-gdscript-patterns.md): Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems
- [Memory Safety Patterns](https://agentalley.io/skills/memory-safety-patterns.md): Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems
- [Nft Standards](https://agentalley.io/skills/nft-standards.md): Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT cont
- [Python Background Jobs & Task Queues](https://agentalley.io/skills/python-background-jobs.md): Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues,
- [Python Configuration Management](https://agentalley.io/skills/python-configuration.md): Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing se
- [Python Observability](https://agentalley.io/skills/python-observability.md): Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection
- [Python Performance Optimization](https://agentalley.io/skills/python-performance-optimization.md): Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bot
- [Requesting Code Review](https://agentalley.io/skills/requesting-code-review.md): Use when completing tasks, implementing major features, or before merging to verify work meets requirements
- [Tailwind Design System (v4)](https://agentalley.io/skills/tailwind-design-system.md): Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries
- [Temporal Python Testing Strategies](https://agentalley.io/skills/temporal-python-testing.md): Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local develo
- [Workflow Orchestration Patterns](https://agentalley.io/skills/workflow-orchestration-patterns.md): Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determini
- [Authentication & Authorization Implementation Patterns](https://agentalley.io/skills/auth-implementation-patterns.md): Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems.
- [Bazel Build Optimization](https://agentalley.io/skills/bazel-build-optimization.md): Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterp
- [Cqrs Implementation](https://agentalley.io/skills/cqrs-implementation.md): Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance
- [Event Store Design](https://agentalley.io/skills/event-store-design.md): Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or im
- [Executing Plans](https://agentalley.io/skills/executing-plans.md): Use when you have a written implementation plan to execute in a separate session with review checkpoints
- [FastAPI Project Templates](https://agentalley.io/skills/fastapi-templates.md): Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI ap
- [Microservices Patterns](https://agentalley.io/skills/microservices-patterns.md): Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems
- [Modern Javascript Patterns](https://agentalley.io/skills/modern-javascript-patterns.md): Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional
- [Node.js Backend Patterns](https://agentalley.io/skills/nodejs-backend-patterns.md): Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integ
- [Nx Workspace Patterns](https://agentalley.io/skills/nx-workspace-patterns.md): Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affec
- [Projection Patterns](https://agentalley.io/skills/projection-patterns.md): Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performa
- [Python Packaging](https://agentalley.io/skills/python-packaging.md): Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python librari
- [Python Project Structure & Module Architecture](https://agentalley.io/skills/python-project-structure.md): Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfa
- [Rust Async Patterns](https://agentalley.io/skills/rust-async-patterns.md): Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementi
- [Solidity Security](https://agentalley.io/skills/solidity-security.md): Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contrac
- [Unity Ecs Patterns](https://agentalley.io/skills/unity-ecs-patterns.md): Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, op
- [Using Superpowers](https://agentalley.io/skills/using-superpowers.md): Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying quest
- [Evaluation Methodology](https://agentalley.io/skills/evaluation-methodology.md): PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality 
- [Cross-Border E-Commerce ✈️](https://agentalley.io/skills/cross-border-ecommerce.md): Cross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size, ecommerce penetration, competition, regulatory
- [Knowledge Graph Memory Server](https://agentalley.io/skills/memory.md): 
- [Bash Defensive Patterns](https://agentalley.io/skills/bash-defensive-patterns.md): Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities
- [ShellCheck Configuration and Static Analysis](https://agentalley.io/skills/shellcheck-configuration.md): Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or
- [Browser Automation Skill](https://agentalley.io/skills/browser.md): Web browser automation with AI-optimized snapshots for claude-flow agents
- [Code Review Excellence](https://agentalley.io/skills/code-review-excellence.md): Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale.
- [Error Handling Patterns](https://agentalley.io/skills/error-handling-patterns.md): Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient app
- [Python Resilience Patterns](https://agentalley.io/skills/python-resilience.md): Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, imp
- [Python Testing Patterns](https://agentalley.io/skills/python-testing-patterns.md): Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test
- [React Modernization](https://agentalley.io/skills/react-modernization.md): Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codeb
- [Using Git Worktrees](https://agentalley.io/skills/using-git-worktrees.md): Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace ex
- [Competitive Intelligence Analysis](https://agentalley.io/skills/market-competitors.md): 
- [Async Python Patterns](https://agentalley.io/skills/async-python-patterns.md): Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent sy
- [Dependency Upgrade](https://agentalley.io/skills/dependency-upgrade.md): Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions
- [Next.js App Router Patterns](https://agentalley.io/skills/nextjs-app-router-patterns.md): Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, 
- [Python Resource Management](https://agentalley.io/skills/python-resource-management.md): Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup l
- [React Native Architecture](https://agentalley.io/skills/react-native-architecture.md): Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, 
- [Sql Optimization Patterns](https://agentalley.io/skills/sql-optimization-patterns.md): Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use 
- [Uv Package Manager](https://agentalley.io/skills/uv-package-manager.md): Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Py
- [Marketing Audit Orchestrator](https://agentalley.io/skills/market-audit.md): 
- [Copywriting Analysis & Generation](https://agentalley.io/skills/market-copy.md): 
- [Email Sequence Generation](https://agentalley.io/skills/market-emails.md): 
- [Competitor Profiling](https://agentalley.io/skills/competitor-profiling.md): When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor re
- [SkillOpt-Sleep: usage-driven self-evolution for a local Claude agent](https://agentalley.io/skills/skillopt-sleep.md): Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consol
- [Python Design Patterns](https://agentalley.io/skills/python-design-patterns.md): Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing 
- [Git Advanced Workflows](https://agentalley.io/skills/git-advanced-workflows.md): Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situati
- [Marketing Council](https://agentalley.io/skills/marketing-council.md): When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, D
- [Onboarding CRO](https://agentalley.io/skills/onboarding.md): When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onbo
- [SMS Marketing](https://agentalley.io/skills/sms.md): When the user wants to plan, build, or optimize SMS or MMS marketing — including welcome flows, abandoned cart texts, post-purchase, win-back, promoti
- [Saga Orchestration](https://agentalley.io/skills/saga-orchestration.md): Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across m
- [.NET Backend Development Patterns](https://agentalley.io/skills/dotnet-backend-patterns.md): Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injecti
- [Postgresql Table Design](https://agentalley.io/skills/postgresql-table-design.md): Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance pattern
- [Turborepo Caching](https://agentalley.io/skills/turborepo-caching.md): Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or impleme
- [Web3 Smart Contract Testing](https://agentalley.io/skills/web3-testing.md): Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity cont
- [Sequential Thinking MCP Server](https://agentalley.io/skills/sequentialthinking.md): 
- [Prospecting](https://agentalley.io/skills/prospecting.md): When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also us
- [Database Migration](https://agentalley.io/skills/database-migration.md): Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating 
- [Monorepo Management](https://agentalley.io/skills/monorepo-management.md): Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and d
- [Programmatic Seo](https://agentalley.io/skills/programmatic-seo.md): When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages,
- [Javascript Testing Patterns](https://agentalley.io/skills/javascript-testing-patterns.md): Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mock
- [Influencer & Creator Marketing](https://agentalley.io/skills/influencer-marketing.md): When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals,

## Content & docs

- [Research Review via External Reviewer Backend (ultra reasoning)](https://agentalley.io/skills/research-review.md): Get a deep critical review of research from an external reviewer backend (Codex or manual). Use when user says "review my research", "help me review",
- [Training Check](https://agentalley.io/skills/training-check.md): Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. U
- [Changelog Automation](https://agentalley.io/skills/changelog-automation.md): Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating rel
- [Hermes Tweet](https://agentalley.io/skills/hermes-tweet.md): > Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or stat
- [Social Publishing](https://agentalley.io/skills/social-publishing.md): > Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, Wor
- [Banner Design - Multi-Format Creative Banner System](https://agentalley.io/skills/banner-design.md): Tell us what your banner is for and what it should say, and get back polished, ready-to-post cover and ad images sized correctly for each platform.
- [Grounded Vault](https://agentalley.io/skills/grounded-vault.md): Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to
- [Writing Plans](https://agentalley.io/skills/writing-plans.md): Use when you have a spec or requirements for a multi-step task, before touching code
- [Brand Voice Analysis and Guidelines Generation](https://agentalley.io/skills/market-brand.md): Paste in your website and marketing copy, and get back a clear guide anyone on your team can follow to sound like your brand every time.
- [Make Your Writing Sound Human Again](https://agentalley.io/skills/stop-slop.md): Paste writing that sounds stiff or robotic and get back a cleaner version with the filler, clichés and buzzwords stripped out.
- [story-short-analyze：短篇网文拆文](https://agentalley.io/skills/story-short-analyze.md): Paste in a short story you love and get back a plain breakdown of how it's built — the hook, the emotional beats, the twist and its setup — so you can
- [Turn a pile of notes into an article](https://agentalley.io/skills/writing-beats.md): Hand over your messy notes, transcripts and half-thoughts on a topic, and get back a finished article that flows from one point to the next.
- [SEO Content Audit](https://agentalley.io/skills/market-seo.md): 
- [HADS Claude Skill](https://agentalley.io/skills/hads.md): Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a
- [Openapi Spec Generation](https://agentalley.io/skills/openapi-spec-generation.md): Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generati
- [Pptx Reference Deck Analysis](https://agentalley.io/skills/pptx-reference-deck-analysis.md): Use when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML p
- [Test-Driven Development (TDD)](https://agentalley.io/skills/test-driven-development.md): Use when implementing any feature or bugfix, before writing implementation code
- [Architecture Decision Records](https://agentalley.io/skills/architecture-decision-records.md): Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significan
- [Pptx Quality Gates](https://agentalley.io/skills/pptx-quality-gates.md): Use when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.
- [Pptx Visual Assets](https://agentalley.io/skills/pptx-visual-assets.md): Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.
- [Pptx Deck Context](https://agentalley.io/skills/pptx-deck-context.md): Use when preparing the narrative, sources, and design context for a new editable PPTX deck.
- [Pptx Slide Specification](https://agentalley.io/skills/pptx-slide-specification.md): Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.
- [Social Media Content Calendar & Generation](https://agentalley.io/skills/market-social.md): 
- [File Conversion (ChangeThisFile)](https://agentalley.io/skills/file-conversion.md): Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, doc
- [Everything MCP Server](https://agentalley.io/skills/everything.md): 
- [AI Marketing Suite — Main Orchestrator](https://agentalley.io/skills/market.md): 
- [Technical Documentation](https://agentalley.io/skills/technical-documentation.md): Audit, write, and improve developer documentation using Google''s Developer Documentation Style Guide and Technical Writing courses. Use this skill fo
- [Writing Skills](https://agentalley.io/skills/writing-skills.md): Use when creating new skills, editing existing skills, or verifying skills work before deployment
- [Plan to Launch and Grow Your Community](https://agentalley.io/skills/community-marketing.md): Tell us about your business and members, and get back a step-by-step plan to start a community, keep people active, and turn them into fans.
- [Content Strategy](https://agentalley.io/skills/content-strategy.md): When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "co
- [Clean Code Framework](https://agentalley.io/skills/clean-code.md): Write readable, maintainable code through disciplined naming, small functions, and clean error handling. Use when the user mentions "clean up this cod
- [Video](https://agentalley.io/skills/video.md): When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video pr
- [Avoid Ai Writing](https://agentalley.io/skills/avoid-ai-writing.md): Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for A

## Data & AI

- [Task Coordination Strategies](https://agentalley.io/skills/task-coordination-strategies.md): Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skil
- [Ebay Seller Tools](https://agentalley.io/skills/ebay-seller-tools.md): 
- [Tough Decision Advisor: Every Angle Considered](https://agentalley.io/skills/consciousness-council.md): Hand in a decision you're stuck on. Get back a clear breakdown of every angle — the trade-offs, the risks, the blind spot, and a recommended path.
- [DHDNA Profiler — Cognitive Pattern Extraction](https://agentalley.io/skills/dhdna-profiler.md): Paste any email, proposal, or note someone wrote, and get back a plain-language read on how they think, what drives their decisions, and how they comm
- [Checkpoint Promotion](https://agentalley.io/skills/checkpoint-promotion.md): Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpo
- [Fine-Tuning Method Selection](https://agentalley.io/skills/finetuning-method-selection.md): Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when start
- [GRPO & RLVR Training](https://agentalley.io/skills/grpo-rlvr-training.md): Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmic
- [Parallel Debugging](https://agentalley.io/skills/parallel-debugging.md): Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debu
- [Quantized Export](https://agentalley.io/skills/quantized-export.md): Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint p
- [Vision-Language SFT](https://agentalley.io/skills/vision-sft.md): Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring f
- [Dataset Curation](https://agentalley.io/skills/dataset-curation.md): Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying
- [Eval Harness First](https://agentalley.io/skills/eval-harness-first.md): Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Us
- [Llm Evaluation](https://agentalley.io/skills/llm-evaluation.md): Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM per
- [LoRA & QLoRA Recipes](https://agentalley.io/skills/lora-qlora-recipes.md): Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training config
- [Ml Pipeline Workflow](https://agentalley.io/skills/ml-pipeline-workflow.md): Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, 
- [Multi Reviewer Patterns](https://agentalley.io/skills/multi-reviewer-patterns.md): Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use 
- [Preference Optimization](https://agentalley.io/skills/preference-optimization.md): Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosin
- [Prompt Engineering Patterns](https://agentalley.io/skills/prompt-engineering-patterns.md): >- This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompt
- [Rag Implementation](https://agentalley.io/skills/rag-implementation.md): Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-gro
- [Trace To Training Data](https://agentalley.io/skills/trace-to-training-data.md): Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to bec
- [Recsys Pipeline Architect](https://agentalley.io/skills/recsys-pipeline-architect.md): Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework populari
- [Attribution Audit](https://agentalley.io/skills/ads-attribution.md): Paste the sales and spend numbers each ad platform claims, and get back a plain explanation of why they disagree and which figure to trust.
- [Poke Holes In My Plan Before I Commit](https://agentalley.io/skills/the-fool.md): Paste the plan or decision you're about to make and get back its strongest weaknesses, blind spots, and hidden assumptions — plus a tougher version of
- [What-If Oracle — Possibility Space Explorer](https://agentalley.io/skills/what-if-oracle.md): You describe a decision you're weighing; you get back best-case, likely, and worst-case outcomes with the early warning signs and the safest moves to 
- [Apache Airflow DAG Patterns](https://agentalley.io/skills/airflow-dag-patterns.md): Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrat
- [Backtesting Frameworks](https://agentalley.io/skills/backtesting-frameworks.md): Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when de
- [Data Quality Frameworks](https://agentalley.io/skills/data-quality-frameworks.md): Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing valid
- [Kpi Dashboard Design](https://agentalley.io/skills/kpi-dashboard-design.md): Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building 
- [Risk Metrics Calculation](https://agentalley.io/skills/risk-metrics-calculation.md): Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk lim
- [Similarity Search Patterns](https://agentalley.io/skills/similarity-search-patterns.md): Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing r
- [Apache Spark Optimization](https://agentalley.io/skills/spark-optimization.md): Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow j
- [Vector Index Tuning](https://agentalley.io/skills/vector-index-tuning.md): Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vect
- [Design Sprint Framework](https://agentalley.io/skills/design-sprint.md): Hand in the big decision keeping you stuck; get back a day-by-day plan for one focused week that ends with real answers from five customers.
- [Ai Debt Detector](https://agentalley.io/skills/ai-debt-detector.md): >- Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when e
- [Data Storytelling](https://agentalley.io/skills/data-storytelling.md): Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creat
- [Dbt Transformation Patterns](https://agentalley.io/skills/dbt-transformation-patterns.md): Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building 
- [Embedding Strategies](https://agentalley.io/skills/embedding-strategies.md): Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, o
- [Session Guard](https://agentalley.io/skills/session-guard.md): >- Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed ear
- [mcp-server-git: A git MCP server](https://agentalley.io/skills/git.md): 
- [Context Driven Development](https://agentalley.io/skills/context-driven-development.md): >- Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new proj
- [Track Management](https://agentalley.io/skills/track-management.md): Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.m
- [Visual Edit Precision](https://agentalley.io/skills/visual-edit-precision.md): >- Use when making UI/frontend changes guided by visual context, when the user selects elements visually, draws annotations, or provides screenshots a
- [Workflow Patterns](https://agentalley.io/skills/workflow-patterns.md): Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understan
- [Time MCP Server](https://agentalley.io/skills/time.md): 
- [LangChain & LangGraph Architecture](https://agentalley.io/skills/langchain-architecture.md): Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implemen
- [Hybrid Search Implementation](https://agentalley.io/skills/hybrid-search-implementation.md): Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone p
- [Find Out Which Marketing Actually Made The Sale](https://agentalley.io/skills/attribution.md): Paste the conflicting numbers from your ad accounts, website stats and sales records; get back one honest read on which channels really drove sales an
- [Lean UX Framework](https://agentalley.io/skills/lean-ux.md): Paste your product or feature plan and get back the riskiest things you're assuming are true, plus the cheapest way to check each one before you spend
- [Get an honest read on your business plan](https://agentalley.io/skills/good-strategy-bad-strategy.md): Paste your plan, goals, or strategy notes and get back a clear verdict on what's real strategy versus wishful thinking, plus the exact fixes to make i
- [The Mom Test Framework](https://agentalley.io/skills/mom-test.md): Paste the questions you plan to ask potential customers, or notes from a chat you already had. Get back a score, what's leading them to lie, and bette
- [Filesystem MCP Server](https://agentalley.io/skills/filesystem.md): 
- [Continuous Discovery Habits Framework](https://agentalley.io/skills/continuous-discovery.md): Tell us your goal and what customers have been saying; get back a one-page map of what people actually struggle with, ranked by what to tackle first.
- [Turn customer feedback into clear insights](https://agentalley.io/skills/customer-research.md): Paste your reviews, survey answers, or support messages and get back the top themes, the exact words customers use, and what's really driving them.
- [Jobs to Be Done Framework](https://agentalley.io/skills/jobs-to-be-done.md): You describe your business and who buys it. You get back the real reasons customers choose you, what holds buyers back, who you're actually up against
- [Team Communication Protocols](https://agentalley.io/skills/team-communication-protocols.md): Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to
- [Parallel Feature Development](https://agentalley.io/skills/parallel-feature-development.md): Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementat
- [Ai Seo](https://agentalley.io/skills/ai-seo.md): When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions '
- [Team Composition Patterns](https://agentalley.io/skills/team-composition-patterns.md): Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many 
- [Fetch MCP Server](https://agentalley.io/skills/fetch.md): 

## Design & UI

- [Brand Protection — Amazon 🛡️](https://agentalley.io/skills/brand-protection-amazon.md): Amazon brand protection toolkit. Detect hijackers, counterfeits, and unauthorized sellers. Includes MAP violation monitoring, trademark abuse detectio
- [Brand Protection — eBay 🛡️](https://agentalley.io/skills/brand-protection-ebay.md): eBay brand protection toolkit. Detect unauthorized sellers, counterfeits, and VeRO violations. Includes price monitoring, trademark abuse detection, V
- [Brand Protection — Shopify/DTC 🛡️](https://agentalley.io/skills/brand-protection-shopify.md): Shopify/DTC brand protection toolkit. Detect counterfeit stores, unauthorized resellers, and trademark violations. Includes DMCA takedown templates, d
- [Brand Protection — TikTok Shop 🛡️](https://agentalley.io/skills/brand-protection-tiktok.md): TikTok Shop brand protection toolkit. Detect unauthorized sellers, counterfeit products, and affiliate abuse. Includes TikTok IP Protection reporting,
- [Brand Protection — Walmart 🛡️](https://agentalley.io/skills/brand-protection-walmart.md): Walmart brand protection toolkit. Detect unauthorized sellers, counterfeits, and MAP violations. Includes Walmart Brand Portal reporting, WFS seller m
- [Competitive Pricing Strategy](https://agentalley.io/skills/competitive-pricing-strategy.md): Build an evidence-based competitive pricing strategy for ecommerce products. Use when a seller asks how to position a price against competitors, set r
- [E-Commerce Branding 🎨](https://agentalley.io/skills/ecommerce-branding.md): Build and strengthen your e-commerce brand identity. Brand positioning, messaging, visual identity guidelines, and brand consistency across sales chan
- [Affiliate Marketing Strategy](https://agentalley.io/skills/affiliate-marketing-strategy.md): 
- [Screen Reader Testing](https://agentalley.io/skills/screen-reader-testing.md): Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibilit
- [Brainstorming Ideas Into Designs](https://agentalley.io/skills/brainstorming.md): You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent
- [Interaction Design](https://agentalley.io/skills/interaction-design.md): Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementin
- [Dynamic Pricing for Ecommerce](https://agentalley.io/skills/dynamic-pricing-ecommerce.md): Design a controlled dynamic-pricing or repricing system for ecommerce products. Use when a seller asks for demand-based, inventory-based, competitor-r
- [iOS Mobile Design](https://agentalley.io/skills/mobile-ios-design.md): Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views
- [React Native Design](https://agentalley.io/skills/react-native-design.md): Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, impleme
- [Visual Design Foundations](https://agentalley.io/skills/visual-design-foundations.md): Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, bu
- [Web Component Design](https://agentalley.io/skills/web-component-design.md): Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building U
- [Design System Patterns](https://agentalley.io/skills/design-system-patterns.md): Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implem
- [Android Mobile Design](https://agentalley.io/skills/mobile-android-design.md): Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI
- [Wcag Audit Patterns](https://agentalley.io/skills/wcag-audit-patterns.md): Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibil
- [Accessibility Compliance](https://agentalley.io/skills/accessibility-compliance.md): Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing acce
- [Responsive Design](https://agentalley.io/skills/responsive-design.md): Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building ada
- [Design of Everyday Things Framework](https://agentalley.io/skills/design-everyday-things.md): Describe your app, website, or product and how people use it. Get back a plain list of every spot where people get stuck or confused, and exactly how 
- [Brutal Design Review Of Your Product](https://agentalley.io/skills/steve-jobs-design-review.md): Describe your product or app and how customers use it; get back a blunt verdict with an exact list of what to cut and what to fix first.
- [iOS Human Interface Guidelines Design Skill](https://agentalley.io/skills/ios-hig-design.md): Design native iOS interfaces following Apple Human Interface Guidelines. Use when the user mentions "iPhone app", "iPad layout", "SwiftUI", "UIKit", "
- [Frontend Design](https://agentalley.io/skills/frontend-design.md): Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and
- [UX Heuristics Framework](https://agentalley.io/skills/ux-heuristics.md): Paste your page and tell us the one thing you want visitors to do. Get back a plain-language list of what's confusing and exactly how to fix each spot
- [Free Tool Strategy (Engineering as Marketing)](https://agentalley.io/skills/free-tools.md): When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the
- [Brand Landing Page Designer](https://agentalley.io/skills/brand-landingpage.md): > Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished 

## Infrastructure & ops

- [Paper Poster (HTML): measurement-gated poster generation](https://agentalley.io/skills/paper-poster-html.md): DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gate
- [Brand Monitoring 📡](https://agentalley.io/skills/brand-monitoring.md): Brand monitoring tool for tracking mentions across social media platforms. Monitor Reddit, Google News, YouTube, and DuckDuckGo for brand mentions. In
- [Spark Memory & Thermal Ops](https://agentalley.io/skills/spark-memory-thermal-ops.md): Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a training run on GB10, when
- [Secrets Management](https://agentalley.io/skills/secrets-management.md): Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive cr
- [Deployment Pipeline Design](https://agentalley.io/skills/deployment-pipeline-design.md): Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime dep
- [Terraform Module Library](https://agentalley.io/skills/terraform-module-library.md): Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infras
- [Github Actions Templates](https://agentalley.io/skills/github-actions-templates.md): Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Ac
- [Kubernetes Security Policies](https://agentalley.io/skills/k8s-security-policies.md): Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernete
- [Cloud Cost Optimization](https://agentalley.io/skills/cost-optimization.md): Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use 
- [Distributed Tracing](https://agentalley.io/skills/distributed-tracing.md): Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging mi
- [Gitlab Ci Patterns](https://agentalley.io/skills/gitlab-ci-patterns.md): Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD,
- [Grafana Dashboards](https://agentalley.io/skills/grafana-dashboards.md): Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards
- [Helm Chart Scaffolding](https://agentalley.io/skills/helm-chart-scaffolding.md): Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm cha
- [Hybrid Cloud Networking](https://agentalley.io/skills/hybrid-cloud-networking.md): Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when b
- [Istio Traffic Management](https://agentalley.io/skills/istio-traffic-management.md): Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh tra
- [Mtls Configuration](https://agentalley.io/skills/mtls-configuration.md): Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or s
- [Multi Cloud Architecture](https://agentalley.io/skills/multi-cloud-architecture.md): Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-
- [Postmortem Writing](https://agentalley.io/skills/postmortem-writing.md): Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem 
- [Service Mesh Observability](https://agentalley.io/skills/service-mesh-observability.md): Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitorin
- [Slo Implementation](https://agentalley.io/skills/slo-implementation.md): Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliab
- [Spark Environment Setup](https://agentalley.io/skills/spark-environment-setup.md): Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX S
- [Kubernetes Manifest Generator](https://agentalley.io/skills/k8s-manifest-generator.md): Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use w
- [Spark Training Gotchas](https://agentalley.io/skills/spark-training-gotchas.md): Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs belo
- [Incident Runbook Templates](https://agentalley.io/skills/incident-runbook-templates.md): Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a serv
- [Prometheus Configuration](https://agentalley.io/skills/prometheus-configuration.md): Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics colle
- [On Call Handoff Patterns](https://agentalley.io/skills/on-call-handoff-patterns.md): Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilit
- [Event Marketing](https://agentalley.io/skills/events.md): When the user wants to plan, run, sponsor, speak at, or get pipeline from events — webinars, conferences, trade shows, meetups, dinners, workshops, vi
- [Gitops Workflow](https://agentalley.io/skills/gitops-workflow.md): Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementin
- [Linkerd Patterns](https://agentalley.io/skills/linkerd-patterns.md): Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic p

## Security

- [Block No Verify Hook](https://agentalley.io/skills/block-no-verify-hook.md): Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claud
- [Sast Configuration](https://agentalley.io/skills/sast-configuration.md): Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security sca
- [Binary Analysis Patterns](https://agentalley.io/skills/binary-analysis-patterns.md): Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executab
- [Anti Reversing Techniques](https://agentalley.io/skills/anti-reversing-techniques.md): Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion 
- [Protocol Reverse Engineering](https://agentalley.io/skills/protocol-reverse-engineering.md): Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing netw
- [Threat Mitigation Mapping](https://agentalley.io/skills/threat-mitigation-mapping.md): Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or va
- [Attack Tree Construction](https://agentalley.io/skills/attack-tree-construction.md): Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security ris
- [review-agent-governance — Setup](https://agentalley.io/skills/review-agent-setup.md): Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comme
- [Security Requirement Extraction](https://agentalley.io/skills/security-requirement-extraction.md): Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security use
- [Stride Analysis Patterns](https://agentalley.io/skills/stride-analysis-patterns.md): Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating secu
- [protect-mcp — Policy Enforcement + Signed Receipts](https://agentalley.io/skills/protect-mcp-setup.md): Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit 
- [Signed Audit Trails for Claude Code Tool Calls](https://agentalley.io/skills/signed-audit-trails-recipe.md): Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstratin
- [Memory Forensics](https://agentalley.io/skills/memory-forensics.md): Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use whe

## Reference

- [How scoring works](https://agentalley.io/scoring/): the five axes, every criterion, and the points
- [Rules](https://agentalley.io/rules/): licence policy, claiming a page, removal within 24 hours
- [All skills](https://agentalley.io/skills/): 325 in total