| 8.5 | skills.sh | systematic-debugging systematic-debugging enforces root cause investigation before any fix attempt, structured in four mandatory phases with explicit stop-conditions, failure mode detection, and architectural questioning when multiple fixes fail. |
| 8.3 | smithery | brainstorming sickn33-brainstorming enforces structured design dialogue before implementation, using mandatory understanding locks, explicit assumptions, and decision logs to prevent premature coding and misaligned solutions. |
| 8.1 | skills.sh | angular-ui-patterns angular-ui-patterns documents modern angular ui construction covering loading states, error handling, empty states, and form patterns with concrete code examples and decision trees for conditional rendering. |
| 7.8 | skills.sh | workflow-automation workflow-automation covers durable execution platforms (n8n, Temporal, Inngest, Step Functions) and production patterns (sequential, parallel, orchestrator-worker) with sharp edge case warnings for idempotency, timeouts, and side effect handling. |
| 7.8 | skills.sh | threejs-skills threejs-skills provides systematic patterns for 3d scene setup, geometry/material/lighting workflows, and interaction primitives like raycasting and orbit controls. covers import strategies, responsive handling, and performance basics with modern r183 practices. |
| 7.8 | skills.sh | angular-best-practices angular-best-practices covers performance optimization across change detection, async patterns, bundle size, rendering, ssr, templates, state management, and memory cleanup. prioritized rules with code examples for new projects and refactoring. |
| 7.6 | skills.sh | ai-agents-architect ai-agents-architect provides patterns and anti-patterns for building autonomous agents with tool use, memory systems, and multi-agent orchestration. covers agent loop design, observability, and explicit failure modes. |
| 7.4 | skills.sh | testing-patterns testing-patterns covers jest fundamentals, factory functions, mocking strategies, and tdd workflow with concrete react-native examples. actionable but narrowly scoped to component testing. |
| 7.3 | skills.sh | git-advanced-workflows git-advanced-workflows covers interactive rebase, cherry-picking, bisect, worktrees, and reflog with practical multi-step workflows. structured for history cleanup, bug hunting, and mistake recovery across collaborative scenarios. |
| 7.2 | skills.sh | slack-gif-creator slack-gif-creator provides PIL-based utilities for building animated GIFs within Slack's dimension and color constraints, with easing functions, validators, and animation concept guidance (shake, pulse, bounce, spin, fade, slide, zoom, particle burst). |
| 7.2 | skills.sh | web-performance-optimization web-performance-optimization provides systematic measurement, analysis, and optimization approaches for loading speed, core web vitals, bundle size, and caching. covers concrete strategies with code examples across images, javascript, and rendering. |
| 7.2 | skills.sh | docx-official docx-official covers creation, editing, and analysis of word documents via pandoc, javascript/typescript libraries, and python ooxml manipulation. supports tracked changes workflows with batching strategies for complex document review. |
| 7.2 | skills.sh | arm-cortex-expert arm-cortex-expert covers firmware and driver development for ARM Cortex-M microcontrollers across Teensy, STM32, nRF52, and SAMD platforms. emphasizes memory safety, DMA coherency, interrupt handling, and peripheral abstractions with platform-specific patterns. |
| 7.2 | skills.sh | browser-automation browser-automation covers playwright and puppeteer for testing, scraping, and agent interactions. emphasizes user-facing locators, auto-wait patterns, stealth techniques, and isolation strategies to build reliable automation over flaky scripts. |
| 6.9 | skills.sh | powershell-windows powershell-windows documents critical syntax patterns for windows powershell including operator parentheses, null checking, error handling, and file path construction. covers common mistakes with actionable fixes and a usable script template. |
| 6.8 | skills.sh | data-engineer data-engineer covers scalable batch and streaming pipelines, modern data warehouses, and cloud data platforms. emphasizes reliability, governance, and cost optimization across aws, azure, and gcp ecosystems. |
| 6.8 | skills.sh | autonomous-agents autonomous-agents covers three agent loop patterns (ReAct, Plan-Execute, Reflection) with production reliability guardrails. emphasizes constrained design, cost limits, and step count reduction to prevent failure compounding. |
| 6.8 | skills.sh | telegram-bot-builder telegram-bot-builder covers bot architecture, command design, inline keyboards, and monetization strategies for telegram bots. includes stack selection, webhook deployment patterns, and code examples in node.js and python. |
| 6.7 | skills.sh | email-systems email-systems addresses transactional and marketing email delivery at scale, covering authentication (spf/dkim/dmarc), queue management with retries, event tracking, and compliance patterns to maximize inbox placement. |
| 6.5 | skills.sh | plan-writing plan-writing breaks multi-step work into small, independently verifiable tasks with explicit verification criteria and markdown artifact storage. focused on clarity over templates. |
| 6.5 | smithery | startup-business-analyst-financial-projections sickn33-startup-business-analyst-financial-projections builds 3-5 year financial models with revenue cohorts, expense breakdowns, headcount planning, and scenario analysis. structured as 10-step workflow with input gathering, cost modeling, cash flow calculation, and metric computation. |
| 6.4 | skills.sh | data-engineering-data-pipeline data-engineering-data-pipeline covers architecture patterns (etl, lambda, kappa, lakehouse), batch and streaming ingestion, orchestration with airflow/prefect, transformation via dbt, delta lake and iceberg storage, and data quality frameworks. prescriptive but lacks concrete failure mode guidance. |
| 6.4 | skills.sh | dotnet-architect dotnet-architect covers c# language features, asp.net core patterns, data access optimization, and enterprise application design. provides guidance on caching, testing, security, and devops for production .net systems. |
| 6.3 | skills.sh | daily-news-report daily-news-report aggregates technical news from multiple sources using parallel scraping, applies category and quality filters, and produces daily markdown reports with deduplication and source credibility tracking. |
| 6.3 | skills.sh | context-compression context-compression provides three production-ready compression strategies for managing multi-million token agent sessions. it contrasts naive token minimization against task-token optimization, establishing compression-quality evaluation frameworks and offering anchored summarization and opaque approaches with explicit tradeoffs. |
| 6.2 | skills.sh | kubernetes-architect kubernetes-architect covers platform design, gitops workflows, and enterprise container orchestration across managed and self-hosted clusters. extensive capability catalog with limited actionable procedure depth. |
| 6.2 | skills.sh | analytics-tracking analytics-tracking provides frameworks for designing measurement systems that link tracking to business decisions, with a readiness index and validation patterns to prevent metric inflation and unreliable instrumentation. |
| 6.2 | skills.sh | scanning-tools scanning-tools catalogs command syntax and basic usage for ten security scanning platforms across network, vulnerability, web, wireless, and compliance domains. lacks decision logic, failure recovery, and actionable workflows beyond command reference. |
| 6.2 | skills.sh | angular-state-management angular-state-management covers signal-based local state, component stores, ngrx global state, and server state patterns. it provides decision trees for choosing between signals, component store, and ngrx based on app complexity, plus concrete examples for each pattern. |
| 6.2 | skills.sh | data-storytelling data-storytelling provides frameworks and techniques for converting data into narrative-driven presentations. covers story structures, visualization methods, and templates for executive communication, though lacks step-by-step procedure for implementation. |
| 6.2 | skills.sh | conductor-status conductor-status aggregates project metadata from local conductor files to display overall progress, active tracks, task completion, and identified blockers. supports full project view, single track detail, and machine-readable json output. |
| 6.2 | skills.sh | event-sourcing-architect event-sourcing-architect covers event store design, cqrs patterns, projection building, and saga orchestration. strong on conceptual boundaries and safety constraints, weaker on concrete procedural steps and failure recovery. |
| 6.2 | smithery | memory-systems sickn33-memory-systems covers layered memory architectures from working context to persistent graphs, with patterns for entity tracking and temporal queries. emphasizes architectural choice based on relationship complexity and query patterns needed. |
| 6.2 | skills.sh | api-documentation-generator api-documentation-generator produces structured endpoint documentation with examples across multiple languages and api styles, though it lacks concrete procedures for analyzing codebases and managing version control. |
| 6.1 | skills.sh | active-directory-attacks active-directory-attacks documents reconnaissance, credential extraction, kerberos ticket manipulation, and privilege escalation techniques against microsoft active directory. covers tools, workflows, and known cves with command examples but lacks depth on failure modes and detection avoidance. |
| 5.9 | skills.sh | skill-developer skill-developer covers creating and managing Claude Code skills via configuration files and hooks, with auto-activation based on keyword and intent triggers. follows Anthropic's 500-line constraint and progressive disclosure patterns. |
| 5.9 | skills.sh | multi-agent-patterns multi-agent-patterns covers supervisor, peer-to-peer, and hierarchical coordination models for distributing llm work across isolated context windows, emphasizing context partitioning over role anthropomorphization. |
| 5.9 | smithery | application-performance-performance-optimization sickn33-application-performance-performance-optimization coordinates end-to-end performance tuning across backend, frontend, and infrastructure via 13-step phased workflow. establishes baselines, executes optimizations, validates with load testing, and monitors with guardrails. |
| 5.8 | skills.sh | concise-planning concise-planning converts user coding requests into ordered action items by scanning context and constraints, then produces atomic checklists with minimal interaction overhead. |
| 5.8 | skills.sh | conductor-new-track conductor-new-track guides creation of feature, bug, chore, or refactor tasks by gathering interactive specifications, generating structured artifacts, and producing phased implementation plans with verification checkpoints. |
| 5.8 | skills.sh | conductor-implement conductor-implement orchestrates multi-phase task execution within a track, managing TDD workflows, git commits, and verification checkpoints. it loads context, iterates through tasks, and enforces approval gates between phases. |
| 5.8 | skills.sh | dotnet-backend dotnet-backend covers asp.net core 8+ api development with ef core data access, jwt authentication, background services, and common enterprise patterns. provides code examples but lacks procedural depth and failure handling. |
| 5.8 | skills.sh | cc-skill-security-review security-review catalogs 10 vulnerability categories with code examples and a 17-item pre-deployment checklist. scope spans web apps, supabase rlS, and blockchain wallets. |
| 5.7 | skills.sh | trigger-dev trigger-dev handles background jobs, ai workflows, and async task execution on typescript-first platforms with durable runs and first-class integrations like openai and stripe. |
| 5.7 | skills.sh | twilio-communications twilio-communications covers sms, voice, whatsapp, and 2fa verification with e.164 validation, twiml ivr systems, and webhook signature validation. rate limits and fraud prevention included. |
| 5.6 | skills.sh | antigravity-workflows antigravity-workflows orchestrates multi-step task sequences across distinct domains (saas, security, ai agents, qa) but lacks procedural detail and failure handling to execute reliably without human intervention. |
| 5.6 | skills.sh | autonomous-agent-patterns autonomous-agent-patterns outlines design patterns for autonomous coding agents including think-decide-act loops, tool integration with schema definitions, permission systems across four approval levels, and sandboxing strategies. covers checkpoint/resume mechanics and mcp integration for dynamic tool discovery. |
| 5.5 | skills.sh | micro-saas-launcher micro-saas-launcher guides indie developers through rapid saas validation, mvp development, pricing, and launch execution. covers idea validation, 2-week build sprints, pricing frameworks, and distribution strategy with explicit failure modes. |
| 5.5 | skills.sh | python-pro python-pro targets modern python 3.12+ codebases with async workflows and performance optimization, but the skill lacks concrete procedural steps and explicit failure handling needed for production reliability. |
| 5.5 | skills.sh | brand-guidelines brand-guidelines provides copywriting rules for sentry's product voice, covering tone selection, grammar, punctuation, word choice, and ui element patterns across contexts like buttons, error messages, and empty states. |
| 5.5 | skills.sh | cc-skill-coding-standards coding-standards compiles universal principles and patterns for typescript, javascript, react, and node.js development. covers naming, type safety, component structure, api design, and testing but lacks actionable procedures and failure-mode handling. |
| 5.5 | skills.sh | voice-ai-engine-development guidance for building production voice ai engines with async worker pipelines, streaming transcription, llm agents, and tts synthesis. covers architecture patterns and use cases without implementation procedures. |
| 5.4 | skills.sh | prompt-engineering prompt-engineering documents five foundational patterns (few-shot learning, chain-of-thought, optimization, templates, system prompts) with examples but lacks concrete trigger conditions, decision trees, and measurable outcome signals for agent execution. |
| 5.4 | skills.sh | ab-test-setup ab-test-setup enforces validation gates for hypothesis, metrics, and statistical readiness before test execution, but lacks step-by-step procedure and concrete decision criteria. |
| 5.2 | skills.sh | form-cro form-cro provides a framework for analyzing form friction and recommending field reductions, grounded in data quality and business outcome alignment rather than blindly minimizing fields. |
| 5.2 | skills.sh | machine-learning-ops-ml-pipeline machine-learning-ops-ml-pipeline provides a multi-phase framework for orchestrating ml pipelines across data engineering, model development, production deployment, and monitoring. spans tool selection, infrastructure patterns, and operational success criteria but lacks concrete step sequences and failure mode recovery. |
| 5.2 | skills.sh | code-documentation-code-explain code-documentation-code-explain guides developers through understanding complex code via narratives, diagrams, and component breakdowns. covers onboarding, pattern analysis, and debugging reasoning across varying skill levels. |
| 5.2 | skills.sh | wordpress-penetration-testing wordpress-penetration-testing covers enumeration, version detection, plugin/theme scanning, credential attacks, and exploitation of wordpress installations including wordpress 7.0 attack surfaces like ai connectors and real-time collaboration features. |
| 5.2 | skills.sh | busybox-on-windows busybox-on-windows provides steps to download and run a win32 busybox binary, enabling unix command-line tools on windows via powershell. covers cpu/os detection and multiple architecture variants. |
| 5.2 | skills.sh | seo-authority-builder seo-authority-builder provides a framework for analyzing content against E-E-A-T signals and recommends structural improvements like author credentials, trust badges, and topical depth. execution details remain abstract. |
| 5.2 | smithery | audio-transcriber sickn33-audio-transcriber converts audio files to markdown transcripts with speaker detection and meeting minutes, auto-detecting whisper or faster-whisper without configuration. covers mp3, wav, m4a, ogg, flac, webm and offers llm-powered summarization via claude or gh copilot. |
| 5.1 | skills.sh | cc-skill-frontend-patterns frontend-patterns documents react and next.js component composition, state management hooks, performance optimization via memoization and code splitting, form handling with validation, and accessibility practices for keyboard navigation. |
| 5.1 | skills.sh | frontend-mobile-development-component-scaffold scaffolds react and react native components with typescript, accessibility, and testing patterns. focuses on reusable patterns and type safety but lacks concrete implementation steps. |
| 5.1 | skills.sh | nosql-expert nosql-expert covers mental models and query-first design for distributed key-value and wide-column stores like cassandra and dynamodb, positioning scale and performance tuning as core use cases. |
| 5.1 | skills.sh | readme readme generates comprehensive project documentation by outlining structure and purpose but lacks concrete step-by-step procedure, decision logic, and explicit failure handling. |
| 4.9 | skills.sh | ai-engineer ai-engineer covers production llm deployment, rag systems, agent frameworks, and multimodal integration. broad scope but lacks concrete decision logic and step-by-step implementation guidance. |
| 4.9 | skills.sh | seo-keyword-strategist seo-keyword-strategist analyzes keyword density, identifies entities and lsi variations, and flags over-optimization in provided content. outputs a structured keyword strategy package with placement recommendations and search intent assessment. |
| 4.9 | skills.sh | pentest-commands pentest-commands provides a flat command reference for common penetration testing tools (nmap, metasploit, hydra, sqlmap) organized by tool category. lacks procedural flow, decision logic, and actionable workflows for realistic assessment scenarios. |
| 4.9 | skills.sh | mermaid-expert mermaid-expert covers diagram creation across flowcharts, sequences, erds, and architectures. provides syntax guidance and styling options but lacks concrete procedural depth and failure mode acknowledgment. |
| 4.8 | skills.sh | upstash-qstash upstash-qstash covers serverless message queuing and scheduled task delivery via http callbacks. the skill enumerates design principles and capabilities but lacks concrete procedural guidance or trigger examples. |
| 4.8 | skills.sh | product-manager-toolkit product-manager-toolkit bundles frameworks (rice, moscow, hypothesis templates) and python scripts for prioritization and interview analysis, but lacks clear trigger conditions, decision logic, and failure handling for real-world pm workflows. |
| 4.7 | skills.sh | radix-ui-design-system radix-ui-design-system covers building accessible, customizable component libraries using radix ui primitives. focuses on headless design patterns, theming strategies, and composable component architecture for production systems. |
| 4.6 | smithery | code-refactoring-refactor-clean sickn33-code-refactoring-refactor-clean positions itself as a code quality advisor but lacks procedural specificity. it names best practices without concrete steps, relies on external playbook references, and does not address failure modes when refactoring breaks existing behavior. |
| 4.5 | skills.sh | moodle-external-api-development moodle-external-api-development outlines the three-method pattern for building custom web service APIs in moodle, but lacks actionable steps, failure modes, and concrete implementation guidance. |
| 4.5 | skills.sh | tavily-web tavily-web wraps the tavily api for web search and content extraction, but lacks substantive procedural detail, error handling, and decision-making guidance beyond basic installation. |
| 4.4 | skills.sh | reverse-engineer reverse-engineer covers binary analysis phases (reconnaissance, static, dynamic) with tool references and code pattern examples, but lacks concrete decision trees and outcome validation criteria. |
| 4.3 | skills.sh | langfuse langfuse provides automatic tracing and observability for llm applications with prompt versioning, cost tracking, and dataset management. integrates via langchain callbacks or as openai sdk drop-in replacement. |
| 4.3 | skills.sh | design-md design-md aims to extract design systems from stitch projects into standardized documentation, but the procedure is underspecified and lacks concrete guidance on analysis, extraction, or validation. |
| 4.3 | skills.sh | sql-pro sql-pro positions itself as a database optimization guide for cloud-native sql environments, covering query tuning and oltp/olap patterns. lacks actionable depth and specificity. |
| 4.3 | skills.sh | error-debugging-error-analysis error-debugging-error-analysis covers systematic investigation of production incidents and root-cause analysis in distributed systems using observability tools, but lacks concrete procedural steps and decision logic. |
| 4.2 | skills.sh | api-patterns api-patterns covers api design decision-making across rest, graphql, and trpc with a content map and anti-pattern checklist, but lacks concrete procedures and trigger phrases for agent execution. |
| 4.2 | skills.sh | performance-profiling performance-profiling outlines measurement and optimization workflows with core web vitals targets and tool selection. the 4-step profiling cycle and common runtime patterns provide starting orientation but lack implementation depth and failure handling. |
| 4.2 | skills.sh | backend-security-coder backend-security-coder provides general guidance on secure backend practices but lacks concrete procedures, specific trigger conditions, and explicit failure mode handling. the skill defers implementation details to an external playbook. |
| 4.2 | skills.sh | architecture-patterns architecture-patterns outlines when to apply established backend design approaches like clean and hexagonal architecture, but lacks procedural depth, concrete examples, or guidance on common implementation pitfalls. |
| 4.2 | skills.sh | marketing-psychology marketing-psychology applies behavioral science principles via a prioritized scoring framework. it selects top models mapped to buyer journey stages and enforces ethical guardrails, but lacks concrete procedural steps and trigger specificity. |
| 4.2 | skills.sh | frontend-security-coder frontend-security-coder provides broad frontend security reference material covering xss prevention, csp, input validation, and authentication patterns, but lacks procedural depth and concrete decision logic needed for hands-on implementation. |
| 4.2 | skills.sh | content-marketer content-marketer is a capability inventory dressed as a skill. it lists what an elite strategist might do across content, seo, social, email, and video, but provides no executable procedures, decision logic, or failure handling for any stated capability. |
| 4.2 | skills.sh | social-content social-content offers multi-platform strategy and content templates for linkedin, twitter, instagram, tiktok, and facebook, with hook formulas and audience research guidance but lacks executable procedures and error handling. |
| 4.2 | skills.sh | code-refactoring-tech-debt code-refactoring-tech-debt positions itself as technical debt analysis guidance, but lacks concrete procedures, specific trigger conditions, and actionable steps for practitioners. |
| 4.2 | skills.sh | api-testing-observability-api-mock api-testing-observability-api-mock provides a generic framework for building mock api services to support parallel development and contract validation, but lacks actionable procedures, specific trigger language, and failure mode guidance. |
| 4.2 | skills.sh | stripe-integration stripe-integration documents three payment flow patterns (checkout sessions, payment intents, setup intents) plus subscription management and webhook handling, but lacks numbered procedures and concrete implementation guidance. |
| 4.2 | skills.sh | referral-program referral-program covers viral growth strategy and program design through stakeholder interviews and context gathering, but lacks actionable procedures, implementation detail, and failure mode handling. |
| 4.2 | skills.sh | network-engineer network-engineer aggregates cloud networking knowledge across aws, azure, and gcp with emphasis on security and observability, but lacks concrete procedural steps, specific trigger phrases, and actionable decision logic. |
| 4.2 | skills.sh | mlops-engineer mlops-engineer covers broad tooling knowledge across orchestration, experiment tracking, and cloud platforms, but lacks concrete procedural guidance and decision logic for actual implementation tasks. |
| 4.2 | skills.sh | error-handling-patterns error-handling-patterns catalogs use cases and contexts for applying resilience strategies, but lacks actionable procedures, concrete examples, or recovery workflows. |
| 4.2 | skills.sh | terraform-specialist terraform-specialist covers terraform and opentofu infrastructure automation with emphasis on state management and policy-as-code, but lacks procedural depth and edge case handling. |
| 4.2 | skills.sh | postgres-best-practices postgres-best-practices aggregates supabase optimization rules across 8 categories (query, connection, security, schema, concurrency, data access, monitoring, advanced features) with prioritized impact guidance. actual rule content delegated to external files. |
| 4.2 | skills.sh | database-cloud-optimization-cost-optimize database-cloud-optimization-cost-optimize provides a broad cost optimization framework for aws, azure, and gcp infrastructure, emphasizing rightsizing and waste reduction without specifying concrete procedures or failure handling. |
| 4.2 | skills.sh | computer-vision-expert computer-vision-expert positions itself as a reference for yolo26, sam3, and vision language models but lacks procedural depth. the skill reads as a capability catalog rather than an actionable workflow. |
| 4.2 | smithery | startup-analyst sickn33-startup-analyst describes a broad advisory persona for early-stage business planning covering market sizing, financial modeling, and competitive analysis, but lacks procedural specificity and operational structure needed for reliable execution. |
| 4.1 | skills.sh | security-scanning-security-sast security-scanning-security-sast covers static code analysis across multiple languages and frameworks, detecting common injection flaws, secrets, and framework-specific vulnerabilities via integrated scanning tools. |
| 3.9 | skills.sh | documentation-generation-doc-generate documentation-generation-doc-generate provides guidance on extracting and structuring api and architecture documentation from existing code, with emphasis on consistency and automation. lacks procedural depth and failure handling. |
| 3.9 | skills.sh | rag-engineer rag-engineer provides conceptual grounding in retrieval-augmented generation architecture, covering embedding strategies and chunking approaches, but lacks concrete procedures or actionable implementation steps. |
| 3.9 | skills.sh | code-review-ai-ai-review code-review-ai-ai-review positions itself as a code review guide combining static analysis and ai tooling, but lacks concrete procedural steps, decision logic, or measurable outcomes. |
| 3.9 | skills.sh | backtesting-frameworks backtesting-frameworks outlines when to apply backtesting infrastructure but lacks actionable procedure. defines scope clearly with use/no-use cases, yet provides no numbered steps, concrete examples, or implementation guidance. |
| 3.9 | skills.sh | python-development-python-scaffold scaffolds python project structures with modern tooling including uv, fastapi, and django. generates type-safe applications with testing and configuration, though execution details remain vague. |
| 3.8 | skills.sh | verification-before-completion verification-before-completion enforces a principle that work completion requires fresh verification evidence, not assumptions. prescriptive on intent but underdeveloped in actionable procedure and failure handling. |
| 3.8 | skills.sh | flutter-expert flutter-expert provides broad topical coverage of flutter 3.x architecture, state management, and multi-platform deployment, but lacks actionable step-by-step procedures, concrete trigger phrases, and failure mode guidance. |
| 3.8 | skills.sh | database-architect database-architect outlines a data layer design workflow covering technology selection, schema modeling, and migration planning. lacks granular procedures, failure mode handling, and concrete decision criteria. |
| 3.8 | skills.sh | security-auditor security-auditor claims broad coverage across devops, cloud, and compliance domains but lacks actionable steps, decision logic, and concrete output contracts to operationalize the stated expertise. |
| 3.8 | smithery | ui-ux-designer sickn33-ui-ux-designer declares broad design expertise across systems, research, and accessibility but lacks procedural specificity. the skill reads as aspirational competency listing rather than executable workflow guidance. |
| 3.6 | skills.sh | cc-skill-frontend-patterns cc-skill-frontend-patterns documents react and next.js component patterns with code examples but lacks actionable procedures, decision criteria, and recovery strategies for real-world adoption. |
| 3.5 | skills.sh | core-components core-components documents a design system philosophy around token usage and component reuse, but lacks actionable procedures, specific trigger contexts, and failure mode discussion. |
| 3.5 | skills.sh | tailwind-patterns tailwind-patterns documents v4 syntax and architectural concepts like css-first configuration and design tokens, but lacks actionable workflows for common build or design scenarios. |
| 3.5 | skills.sh | content-creator content-creator bundles brand voice analysis, seo scoring, and content templates for multi-platform marketing workflows. mostly declarative feature listing without actionable procedures or failure handling. |
| 3.5 | skills.sh | vector-database-engineer vector-database-engineer covers fundamentals of vector database selection and semantic search across major platforms (pinecone, weaviate, qdrant, milvus, pgvector), but lacks concrete implementation steps, failure mode documentation, and actionable procedures. |
| 3.4 | skills.sh | javascript-mastery javascript-mastery documents 33+ language concepts across fundamentals, asynchrony, and functional patterns, but lacks executable procedures for skill application. |
| 3.4 | skills.sh | python-packaging python-packaging describes the what of package distribution tools and concepts but lacks actionable procedures, decision logic, or failure handling needed for reliable hands-on work. |
| 3.2 | skills.sh | security-scanning-security-hardening security-scanning-security-hardening outlines defense-in-depth principles and multi-agent orchestration patterns but lacks concrete procedural steps, decision logic, and failure handling needed for reliable execution. |
| 3.2 | skills.sh | architecture-decision-records architecture-decision-records outlines when to use adrs but lacks actionable procedure, specific decision points, and recovery patterns for common documentation failures. |
| 3.2 | skills.sh | mcp-builder incomplete documentation for mcp-builder covers foundational phases but cuts off mid-implementation, leaving procedure steps, decision-points, and outcome signals unspecified. |
| 3.2 | skills.sh | startup-analyst startup-analyst covers market sizing, financial modeling, and competitive analysis for early-stage companies, but lacks concrete procedures, specific trigger phrases, and actionable decision logic. |
| 3.2 | skills.sh | startup-business-analyst-business-case startup-business-analyst-business-case outlines high-level business case document components for fundraising, but lacks procedural depth, specific triggers, and actionable steps required for reliable execution. |
| 3.2 | skills.sh | c-pro c-pro claims expertise in systems programming and performance but offers only vague meta-instructions. no concrete procedures, code patterns, memory management strategies, or pointer techniques are documented. |
| 3.2 | skills.sh | code-refactoring-context-restore code-refactoring-context-restore addresses semantic memory rehydration for multi-agent ai workflows, offering vector search and context ranking strategies. lacks concrete refactoring procedures and actionable recovery steps. |
| 3.2 | skills.sh | error-diagnostics-smart-debug error-diagnostics-smart-debug provides minimal guidance on debugging workflows, referencing external playbooks without concrete procedural detail or toolchain specifics. |
| 2.8 | skills.sh | data-engineering-data-driven-feature vague motivational framing around data-driven features and a/b testing. lacks concrete procedure, agent definitions, or decision logic. reads as conceptual scaffolding, not operational skill. |
| 2.3 | skills.sh | cc-skill-project-guidelines-example cc-skill-project-guidelines-example is a skeletal template for project-specific skills that lacks concrete implementation, procedure detail, and actionable workflows. |
| 2.2 | skills.sh | superpowers-lab superpowers-lab is a placeholder skill with no actionable content, concrete procedures, or operational specificity. it references a lab environment without defining what that environment does or how to use it. |
| 2.1 | skills.sh | cc-skill-strategic-compact cc-skill-strategic-compact is a stub skill with no concrete workflow, procedure, or actionable guidance. it amounts to placeholder documentation without substance. |
| — | skills.sh | nodejs-best-practices Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying. |
| — | skills.sh | frontend-design You are a frontend designer-engineer, not a layout generator. |
| — | smithery | tutorial-engineer Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. |
| — | smithery | devops-troubleshooter Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. |
| — | smithery | unreal-engine-cpp-pro Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices. |
| — | smithery | security-scanning-security-sast 'Static Application Security Testing (SAST) for code vulnerability |
| — | skills.sh | multi-agent-brainstorming multi-agent-brainstorming — an installable skill for AI agents, published by sickn33/antigravity-awesome-skills. |
| — | skills.sh | laravel-expert Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and… |
| — | skills.sh | context-manager Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. |
| — | skills.sh | php-pro Write idiomatic PHP code with generators, iterators, SPL data |
| — | skills.sh | devops-troubleshooter Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. |
| — | skills.sh | startup-business-analyst-market-opportunity Generate comprehensive market opportunity analysis with TAM/SAM/SOM |
| — | skills.sh | error-debugging-multi-agent-review Use when working with error debugging multi agent review |
| — | skills.sh | prompt-engineering-patterns Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. |
| — | skills.sh | database-admin Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. |
| — | skills.sh | segment-cdp Expert patterns for Segment Customer Data Platform including |
| — | skills.sh | claude-scientific-skills Scientific research and analysis skills |
| — | skills.sh | telegram-automation Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for… |
| — | skills.sh | free-tool-strategy You are an expert in engineering-as-marketing strategy. Your goal is to help plan and evaluate free tools that generate leads, attract organic traffic, and… |
| — | skills.sh | seo-meta-optimizer Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use… |
| — | skills.sh | 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… |
| — | skills.sh | langchain-architecture Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration. |
| — | skills.sh | unity-developer Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform… |
| — | skills.sh | code-reviewer Elite code review expert specializing in modern AI-powered code |
| — | skills.sh | skill-seekers -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes. |
| — | skills.sh | security-audit Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening. |
| — | skills.sh | schema-markup Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. |
| — | skills.sh | laravel-security-audit Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel… |
| — | skills.sh | mobile-developer Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync,… |
| — | skills.sh | database-optimizer Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. |
| — | skills.sh | react-modernization Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation. |
| — | skills.sh | ai-wrapper-product Expert in building products that wrap AI APIs (OpenAI, Anthropic, |
| — | skills.sh | aws-penetration-testing Provide comprehensive techniques for penetration testing AWS cloud environments. Covers IAM enumeration, privilege escalation, SSRF to metadata endpoint, S3… |
| — | skills.sh | debugging-strategies Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches. |
| — | skills.sh | obsidian-clipper-template-creator Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format… |
| — | skills.sh | context-management-context-restore Use when working with context management context restore |
| — | skills.sh | firecrawl-scraper Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API. Use when you need deep content extraction from web pages, page… |
| — | skills.sh | c4-architecture-c4-architecture Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. |
| — | skills.sh | javascript-typescript-typescript-scaffold You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project… |
| — | skills.sh | sql-injection-testing Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and… |
| — | skills.sh | commit ALWAYS use this skill when committing code changes — never commit directly without it. Creates commits following Sentry conventions with proper conventional… |
| — | skills.sh | cicd-automation-workflow-automate You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design… |
| — | skills.sh | angular Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. |
| — | skills.sh | cc-skill-backend-patterns Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. |
| — | skills.sh | codebase-cleanup-deps-audit You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for… |
| — | skills.sh | claude-d3js-skill This skill provides guidance for creating sophisticated, interactive data visualisations using d3.js. |
| — | skills.sh | database-migrations-sql-migrations SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans. |
| — | skills.sh | database-migration database-migration — an installable skill for AI agents, published by sickn33/antigravity-awesome-skills. |
| — | skills.sh | application-performance-performance-optimization application-performance-performance-optimization — an installable skill for AI agents, published by sickn33/antigravity-awesome-skills. |
| — | skills.sh | context-optimization Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is… |
| — | skills.sh | golang-pro Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. |
| — | skills.sh | launch-strategy You are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and… |
| — | skills.sh | performance-engineer performance-engineer — an installable skill for AI agents, published by sickn33/antigravity-awesome-skills. |
| — | skills.sh | copy-editing You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing… |
| — | skills.sh | backend-development-feature-development Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and… |
| — | skills.sh | loki-mode Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security,… |
| — | skills.sh | executing-plans Use when you have a written implementation plan to execute in a separate session with review checkpoints |
| — | skills.sh | rag-implementation RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval… |
| — | skills.sh | viral-generator-builder Expert in building shareable generator tools that go viral - name |
| — | skills.sh | stitch-ui-design Expert guidance for crafting effective prompts in Google Stitch, the AI-powered UI design tool by Google Labs. This skill helps create precise, actionable… |
| — | skills.sh | llm-app-patterns Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices. |
| — | skills.sh | address-github-comments Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. |
| — | skills.sh | zapier-make-patterns No-code automation democratizes workflow building. Zapier and Make |
| — | skills.sh | doc-coauthoring This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three… |
| — | skills.sh | clerk-auth Expert patterns for Clerk auth implementation, middleware, |
| — | skills.sh | agent-tool-builder agent-tool-builder — an installable skill for AI agents, published by sickn33/antigravity-awesome-skills. |
| — | skills.sh | codebase-cleanup-refactor-clean codebase-cleanup-refactor-clean — an installable skill for AI agents, published by sickn33/antigravity-awesome-skills. |
| — | skills.sh | typescript-advanced-types Comprehensive guidance for mastering TypeScript's advanced type system including generics, conditional types, mapped types, template literal types, and utility… |
| — | skills.sh | architect-review Master software architect specializing in modern architecture |
| — | skills.sh | app-builder Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack,… |