# Skill Catalog

> Use when creating hosted agents that run custom code i... | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, run |

- Skill: `tools-only/skill-catalog-4` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/skill-catalog-4`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/skill-catalog-4/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-29
- Page: https://skillmd.com/skills/tools-only/skill-catalog-4

---

# Skill Catalog

Generated at: 2026-02-08T00:00:00.000Z

Total skills: 860

## architecture (64)

| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
| `angular` | Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. Use PROACTIV... | angular | angular, v20, deep, knowledge, signals, standalone, components, zoneless, applications, ssr, hydration, reactive |
| `angular-state-management` | Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solu... | angular, state | angular, state, signals, ngrx, rxjs, setting, up, global, managing, component, stores, choosing |
| `architect-review` | Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system desi... |  | architect, review, software, specializing, architecture, clean, microservices, event, driven, ddd, reviews, designs |
| `architecture` | Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing ... | architecture | architecture, architectural, decision, making, framework, requirements, analysis, trade, off, evaluation, adr, documentation |
| `architecture-decision-records` | Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant techn... | architecture, decision, records | architecture, decision, records, write, maintain, adrs, following, technical, documentation, documenting, significant, decisions |
| `automate-whatsapp` | Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/in... | automate, whatsapp | automate, whatsapp, automations, kapso, configure, triggers, edit, graphs, executions, deploy, functions, databases |
| `avalonia-viewmodels-zafiro` | Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. | avalonia, viewmodels, zafiro | avalonia, viewmodels, zafiro, optimal, viewmodel, wizard, creation, reactiveui |
| `bash-linux` | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. | bash, linux | bash, linux, terminal, critical, commands, piping, error, handling, scripting, working, macos |
| `binary-analysis-patterns` | Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, un... | binary | binary, analysis, including, disassembly, decompilation, control, flow, code, recognition, analyzing, executables, understanding |
| `brainstorming` | Use this skill before any creative or constructive work (features, components, architecture, behavior changes, or functionality). This skill transforms vague... | brainstorming | brainstorming, skill, before, any, creative, constructive, work, features, components, architecture, behavior, changes |
| `browser-extension-builder` | Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, c... | browser, extension, builder | browser, extension, builder, building, extensions, solve, real, problems, chrome, firefox, cross, covers |
| `c4-architecture-c4-architecture` | Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. | c4, architecture | c4, architecture, generate, documentation, existing, repository, codebase, bottom, up, analysis, approach |
| `c4-code` | Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, a... | c4, code | c4, code, level, documentation, analyzes, directories, including, function, signatures, arguments, dependencies, structure |
| `c4-component` | Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries,... | c4, component | c4, component, level, documentation, synthesizes, code, architecture, defining, boundaries, interfaces, relationships, creates |
| `c4-context` | Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and externa... | c4 | c4, context, level, documentation, creates, high, diagrams, documents, personas, user, journeys, features |
| `calendly-automation` | Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search... | calendly | calendly, automation, automate, scheduling, event, invitee, tracking, availability, checks, organization, administration, via |
| `code-refactoring-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | code, refactoring, refactor, clean | code, refactoring, refactor, clean, specializing, principles, solid, software, engineering, analyze, provided, improve |
| `codebase-cleanup-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | codebase, cleanup, refactor, clean | codebase, cleanup, refactor, clean, code, refactoring, specializing, principles, solid, software, engineering, analyze |
| `competitor-alternatives` | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'v... | competitor, alternatives | competitor, alternatives, user, wants, comparison, alternative, pages, seo, sales, enablement, mentions, page |
| `context-degradation` | Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash | degradation | degradation, context, recognize, failure, lost, middle, poisoning, distraction, clash |
| `core-components` | Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. | core, components | core, components, component, library, building, ui, tokens, working |
| `cpp-pro` | Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use... | cpp | cpp, pro, write, idiomatic, code, features, raii, smart, pointers, stl, algorithms, move |
| `cqrs-implementation` | Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or bu... | cqrs | cqrs, command, query, responsibility, segregation, scalable, architectures, separating, read, write, models, optimizing |
| `doc-coauthoring` | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision do... | doc, coauthoring | doc, coauthoring, users, through, structured, co, authoring, documentation, user, wants, write, proposals |
| `docs-architect` | Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-for... | docs | docs, architect, creates, technical, documentation, existing, codebases, analyzes, architecture, details, produce, long |
| `elixir-pro` | Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. Use PR... | elixir | elixir, pro, write, idiomatic, code, otp, supervision, trees, phoenix, liveview, masters, concurrency |
| `email-systems` | Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, ... | email | email, highest, roi, any, marketing, channel, 36, every, spent, yet, most, startups |
| `error-detective` | Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use PROACTIVELY when ... | error, detective | error, detective, search, logs, codebases, stack, traces, anomalies, correlates, errors, identifies, root |
| `error-handling-patterns` | Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applicatio... | error, handling | error, handling, languages, including, exceptions, result, types, propagation, graceful, degradation, resilient, applications |
| `event-sourcing-architect` | Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual con... | event, sourcing | event, sourcing, architect, cqrs, driven, architecture, masters, store, projection, building, saga, orchestration |
| `event-store-design` | Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implement... | event, store | event, store, stores, sourced, building, sourcing, infrastructure, choosing, technologies, implementing, persistence |
| `game-development/multiplayer` | Multiplayer game development principles. Architecture, networking, synchronization. | game, development/multiplayer | game, development/multiplayer, multiplayer, development, principles, architecture, networking, synchronization |
| `godot-gdscript-patterns` | Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or le... | godot, gdscript | godot, gdscript, including, signals, scenes, state, machines, optimization, building, games, implementing, game |
| `haskell-pro` | Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programm... | haskell | haskell, pro, engineer, specializing, type, pure, functional, high, reliability, software, proactively, level |
| `i18n-localization` | Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support. | i18n, localization | i18n, localization, internationalization, detecting, hardcoded, strings, managing, translations, locale, files, rtl |
| `inngest` | Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, ser... | inngest | inngest, serverless, first, background, jobs, event, driven, durable, execution, without, managing, queues |
| `julia-pro` | Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including... | julia | julia, pro, 10, features, performance, optimization, multiple, dispatch, ecosystem, including, package, scientific |
| `minecraft-bukkit-pro` | Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Specializes in event-driven architecture, command systems, world manipulation... | minecraft, bukkit | minecraft, bukkit, pro, server, plugin, development, spigot, paper, apis, specializes, event, driven |
| `monorepo-architect` | Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project devel... | monorepo | monorepo, architect, architecture, dependency, scale, masters, nx, turborepo, bazel, lerna, efficient, multi |
| `multi-agent-patterns` | Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures | multi, agent | multi, agent, orchestrator, peer, hierarchical, architectures |
| `n8n-mcp-tools-expert` | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or us... | n8n, mcp | n8n, mcp, effectively, searching, nodes, validating, configurations, accessing, managing, any, provides, selection |
| `nestjs-expert` | Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mo... | nestjs | nestjs, nest, js, framework, specializing, module, architecture, dependency, injection, middleware, guards, interceptors |
| `nx-workspace-patterns` | Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected com... | nx, workspace | nx, workspace, configure, optimize, monorepo, workspaces, setting, up, configuring, boundaries, optimizing, caching |
| `on-call-handoff-patterns` | Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting s... | on, call, handoff | on, call, handoff, shift, handoffs, context, transfer, escalation, procedures, documentation, transitioning, responsibilities |
| `parallel-agents` | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multi... | parallel, agents | parallel, agents, multi, agent, orchestration, multiple, independent, tasks, run, different, domain, expertise |
| `powershell-windows` | PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling. | powershell, windows | powershell, windows, critical, pitfalls, operator, syntax, error, handling |
| `production-code-audit` | Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-le... | production, code, audit | production, code, audit, autonomously, deep, scan, entire, codebase, line, understand, architecture, then |
| `projection-patterns` | Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in ... | projection | projection, read, models, projections, event, streams, implementing, cqrs, sides, building, materialized, views |
| `prompt-engineering` | Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies,... | prompt, engineering | prompt, engineering, optimization, techniques, user, wants, improve, prompts, learn, prompting, debug, agent |
| `radix-ui-design-system` | Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for productio... | radix, ui | radix, ui, accessible, primitives, headless, component, customization, theming, compound, grade, libraries |
| `saga-orchestration` | Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensatin... | saga | saga, orchestration, distributed, transactions, cross, aggregate, coordinating, multi, step, business, processes, handling |
| `salesforce-development` | Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and ... | salesforce | salesforce, development, platform, including, lightning, web, components, lwc, apex, triggers, classes, rest |
| `skill-developer` | Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patt... | skill | skill, developer, claude, code, skills, following, anthropic, creating, new, modifying, rules, json |
| `software-architecture` | Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that... | software, architecture | software, architecture, quality, skill, should, used, users, want, write, code, analyze, any |
| `tailwind-design-system` | Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implemen... | tailwind | tailwind, scalable, css, tokens, component, libraries, responsive, creating, implementing, standardizing, ui |
| `tailwind-patterns` | Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. | tailwind | tailwind, css, v4, principles, first, configuration, container, queries, token, architecture |
| `testing-patterns` | Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-gr... |  | testing, jest, factory, functions, mocking, tdd, writing, unit, tests, creating, test, factories |
| `tool-design` | Build tools that agents can use effectively, including architectural reduction patterns |  | agents, effectively, including, architectural, reduction |
| `unreal-engine-cpp-pro` | Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices. | unreal, engine, cpp | unreal, engine, cpp, pro, development, covering, uobject, hygiene, performance |
| `wcag-audit-patterns` | Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fi... | wcag, audit | wcag, audit, conduct, accessibility, audits, automated, testing, manual, verification, remediation, guidance, auditing |
| `wiki-architect` | Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate doc... | wiki | wiki, architect, analyzes, code, repositories, generates, hierarchical, documentation, structures, onboarding, guides, user |
| `workflow-orchestration-patterns` | Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism cons... |  | orchestration, durable, temporal, distributed, covers, vs, activity, separation, saga, state, determinism, constraints |
| `workflow-patterns` | Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding th... |  | skill, implementing, tasks, according, conductor, tdd, handling, phase, checkpoints, managing, git, commits |
| `zapier-make-patterns` | No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code.... | zapier, make | zapier, make, no, code, automation, democratizes, building, formerly, integromat, let, non, developers |

## business (38)

| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
| `competitive-landscape` | This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioni... | competitive, landscape | competitive, landscape, skill, should, used, user, asks, analyze, competitors, assess, identify, differentiation |
| `conductor-setup` | Initialize project with Conductor artifacts (product definition, tech stack, workflow, style guides) | conductor, setup | conductor, setup, initialize, artifacts, product, definition, tech, stack, style, guides |
| `content-creator` | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templa... | content, creator | content, creator, seo, optimized, marketing, consistent, brand, voice, includes, analyzer, optimizer, frameworks |
| `context-driven-development` | Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship be... | driven | driven, context, development, skill, working, conductor, methodology, managing, artifacts, understanding, relationship, between |
| `copy-editing` | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,'... | copy, editing | copy, editing, user, wants, edit, review, improve, existing, marketing, mentions, my, feedback |
| `copywriting` | Use this skill when writing, rewriting, or improving marketing copy for any page (homepage, landing page, pricing, feature, product, or about page). This ski... | copywriting | copywriting, skill, writing, rewriting, improving, marketing, copy, any, page, homepage, landing, pricing |
| `deep-research` | Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, techni... | deep, research | deep, research, execute, autonomous, multi, step, google, gemini, agent, market, analysis, competitive |
| `defi-protocol-templates` | Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applicat... | defi, protocol | defi, protocol, protocols, staking, amms, governance, lending, building, decentralized, finance, applications, smart |
| `employment-contract-templates` | Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR poli... | employment, contract | employment, contract, contracts, offer, letters, hr, policy, documents, following, legal, drafting, agreements |
| `framework-migration-legacy-modernize` | Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintainin... | framework, migration, legacy, modernize | framework, migration, legacy, modernize, orchestrate, modernization, strangler, fig, enabling, gradual, replacement, outdated |
| `free-tool-strategy` | 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 user m... | free | free, user, wants, plan, evaluate, marketing, purposes, lead, generation, seo, value, brand |
| `hr-pro` | Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. Ask for jurisdic... | hr | hr, pro, professional, ethical, partner, hiring, onboarding, offboarding, pto, leave, performance, compliant |
| `market-sizing-analysis` | This skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's ... | market, sizing | market, sizing, analysis, skill, should, used, user, asks, calculate, tam, determine, sam |
| `marketing-ideas` | Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system. | marketing, ideas | marketing, ideas, provide, proven, growth, saas, software, products, prioritized, feasibility, scoring |
| `marketing-psychology` | Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system. | marketing, psychology | marketing, psychology, apply, behavioral, science, mental, models, decisions, prioritized, psychological, leverage, feasibility |
| `notion-template-business` | Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers templa... | notion, business | notion, business, building, selling, just, making, sustainable, digital, product, covers, pricing, marketplaces |
| `page-cro` | Analyze and optimize individual pages for conversion performance. Use when the user wants to improve conversion rates, diagnose why a page is underperforming... | page, cro | page, cro, analyze, optimize, individual, pages, conversion, performance, user, wants, improve, rates |
| `paywall-upgrade-cro` | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgr... | paywall, upgrade, cro | paywall, upgrade, cro, user, wants, optimize, app, paywalls, screens, upsell, modals, feature |
| `pricing-strategy` | Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives. | pricing | pricing, packaging, monetization, value, customer, willingness, pay, growth, objectives |
| `sales-automator` | Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nur... | sales, automator | sales, automator, draft, cold, emails, follow, ups, proposal, creates, pricing, pages, case |
| `screenshots` | Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or ... | screenshots | screenshots, generate, marketing, app, playwright, user, wants, product, hunt, social, media, landing |
| `scroll-experience` | Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Lik... | scroll, experience | scroll, experience, building, immersive, driven, experiences, parallax, storytelling, animations, interactive, narratives, cinematic |
| `seo-cannibalization-detector` | Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when ... | seo, cannibalization, detector | seo, cannibalization, detector, analyzes, multiple, provided, pages, identify, keyword, overlap, potential, issues |
| `seo-content-auditor` | Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established ... | seo, content, auditor | seo, content, auditor, analyzes, provided, quality, signals, scores, provides, improvement, recommendations, established |
| `seo-content-planner` | Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy an... | seo, content, planner | seo, content, planner, creates, outlines, topic, clusters, plans, calendars, identifies, gaps, proactively |
| `seo-content-refresher` | Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PR... | seo, content, refresher | seo, content, refresher, identifies, outdated, elements, provided, suggests, updates, maintain, freshness, finds |
| `seo-content-writer` | Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY f... | seo, content, writer | seo, content, writer, writes, optimized, provided, keywords, topic, briefs, creates, engaging, following |
| `seo-fundamentals` | Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages. This skill e... | seo, fundamentals | seo, fundamentals, core, principles, including, web, vitals, technical, foundations, content, quality, how |
| `seo-keyword-strategist` | Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization.... | seo, keyword, strategist | seo, keyword, strategist, analyzes, usage, provided, content, calculates, density, suggests, semantic, variations |
| `seo-meta-optimizer` | Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. U... | seo, meta, optimizer | seo, meta, optimizer, creates, optimized, titles, descriptions, url, suggestions, character, limits, generates |
| `seo-snippet-hunter` | Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for... | seo, snippet, hunter | seo, snippet, hunter, formats, content, eligible, featured, snippets, serp, features, creates, optimized |
| `seo-structure-architect` | Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly cont... | seo, structure | seo, structure, architect, analyzes, optimizes, content, including, header, hierarchy, suggests, schema, markup |
| `startup-business-analyst-business-case` | Generate comprehensive investor-ready business case document with market, solution, financials, and strategy | startup, business, analyst, case | startup, business, analyst, case, generate, investor, document, market, solution, financials |
| `startup-business-analyst-financial-projections` | Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections, detailed, year, model, revenue, costs, cash, flow |
| `startup-business-analyst-market-opportunity` | Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity, generate, analysis, tam, sam, som, calculations |
| `startup-financial-modeling` | This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estima... | startup, financial, modeling | startup, financial, modeling, skill, should, used, user, asks, projections, model, forecast, revenue |
| `team-composition-analysis` | This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity a... | team, composition | team, composition, analysis, skill, should, used, user, asks, plan, structure, determine, hiring |
| `whatsapp-automation` | Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for c... | whatsapp | whatsapp, automation, automate, business, tasks, via, rube, mcp, composio, send, messages, upload |

## data-ai (159)

| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
| `agent-framework-azure-ai-py` | Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgen... | agent, framework, azure, ai, py | agent, framework, azure, ai, py, foundry, agents, microsoft, python, sdk, creating, persistent |
| `agent-memory-mcp` | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | agent, memory, mcp | agent, memory, mcp, hybrid, provides, persistent, searchable, knowledge, ai, agents, architecture, decisions |
| `agent-tool-builder` | Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently... | agent, builder | agent, builder, how, ai, agents, interact, world, well, designed, difference, between, works |
| `agents-v2-py` | Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition.
Use when creating hosted agents that run custom code i... | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, run |
| `ai-agents-architect` | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build ... | ai, agents | ai, agents, architect, designing, building, autonomous, masters, memory, planning, multi, agent, orchestration |
| `ai-engineer` | Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and ente... | ai | ai, engineer, llm, applications, rag, intelligent, agents, implements, vector, search, multimodal, agent |
| `ai-wrapper-product` | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products t... | ai, wrapper, product | ai, wrapper, product, building, products, wrap, apis, openai, anthropic, etc, people, pay |
| `analytics-tracking` | Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analyti... | analytics, tracking | analytics, tracking, audit, improve, produce, reliable, decision, data, user, wants, set, up |
| `angular-ui-patterns` | Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component ... | angular, ui | angular, ui, loading, states, error, handling, data, display, building, components, async, managing |
| `api-documenter` | Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build com... | api, documenter | api, documenter, documentation, openapi, ai, powered, developer, experience, interactive, docs, generate, sdks |
| `audio-transcriber` | Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration | audio, transcription, whisper, meeting-minutes, speech-to-text | audio, transcription, whisper, meeting-minutes, speech-to-text, transcriber, transform, recordings, professional, markdown, documentation, intelligent |
| `autonomous-agent-patterns` | Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use ... | autonomous, agent | autonomous, agent, building, coding, agents, covers, integration, permission, browser, automation, human, loop |
| `autonomous-agents` | Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The c... | autonomous, agents | autonomous, agents, ai, independently, decompose, goals, plan, actions, execute, self, correct, without |
| `azure-ai-agents-persistent-dotnet` | Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conve... | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet, sdk, net, low, level, creating, managing, threads |
| `azure-ai-agents-persistent-java` | Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.
Triggers: "PersistentAgen... | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java, sdk, low, level, creating, managing, threads, messages |
| `azure-ai-contentsafety-java` | Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm det... | azure, ai, contentsafety, java | azure, ai, contentsafety, java, content, moderation, applications, safety, sdk, implementing, text, image |
| `azure-ai-contentsafety-py` | Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.
Triggers: "azure-ai-contents... | azure, ai, contentsafety, py | azure, ai, contentsafety, py, content, safety, sdk, python, detecting, harmful, text, images |
| `azure-ai-contentsafety-ts` | Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detect... | azure, ai, contentsafety, ts | azure, ai, contentsafety, ts, analyze, text, images, harmful, content, safety, rest, moderating |
| `azure-ai-contentunderstanding-py` | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.
Triggers: "azure-ai-contentund... | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py, content, understanding, sdk, python, multimodal, extraction, documents, images |
| `azure-ai-document-intelligence-dotnet` | Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice proce... | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet, sdk, net, extract, text, tables, structured, data |
| `azure-ai-document-intelligence-ts` | Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoic... | azure, ai, document, intelligence, ts | azure, ai, document, intelligence, ts, extract, text, tables, structured, data, documents, rest |
| `azure-ai-formrecognizer-java` | Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from ... | azure, ai, formrecognizer, java | azure, ai, formrecognizer, java, document, analysis, applications, intelligence, form, recognizer, sdk, extracting |
| `azure-ai-ml-py` | Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.
Triggers: "azure-ai-ml", "MLClient", "worksp... | azure, ai, ml, py | azure, ai, ml, py, machine, learning, sdk, v2, python, workspaces, jobs, models |
| `azure-ai-openai-dotnet` | Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, ... | azure, ai, openai, dotnet | azure, ai, openai, dotnet, sdk, net, client, library, chat, completions, embeddings, image |
| `azure-ai-projects-dotnet` | Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexe... | azure, ai, dotnet | azure, ai, dotnet, sdk, net, high, level, client, foundry, including, agents, connections |
| `azure-ai-projects-java` | Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.
Triggers: "... | azure, ai, java | azure, ai, java, sdk, high, level, foundry, including, connections, datasets, indexes, evaluations |
| `azure-ai-projects-py` | Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when wor

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