| 8.3 | skills.sh | prompt-repetition prompt-repetition doubles or triples prompts to mitigate causal attention limits in lightweight models, achieving 67% improvement rate across benchmarks with minimal latency cost. best suited for position tasks, options-first mcq, and context retrieval. |
| 8.2 | skills.sh | web-accessibility web-accessibility covers wcag 2.1 implementation across semantic html, keyboard navigation, aria attributes, color contrast, and automated testing. provides step-by-step procedures with react code examples for forms, modals, dropdowns, and tabs. |
| 7.8 | skills.sh | testing-strategies testing-strategies provides a structured approach to building test pyramids, covering unit, integration, and e2e testing with concrete examples in jest, supertest, and playwright. includes tdd workflow and ci/cd integration patterns. |
| 7.8 | skills.sh | deployment-automation deployment-automation covers docker containerization, github actions ci/cd, kubernetes orchestration, and zero-downtime blue-green deployments. includes concrete manifests, shell scripts, and a pre/post deployment checklist for multi-environment application rollouts. |
| 7.8 | skills.sh | backend-testing backend-testing covers unit, integration, and api testing with concrete examples for express and jest. includes test isolation patterns, mocking strategies, and auth/authorization verification. strong on setup and procedure, weaker on failure recovery guidance. |
| 7.3 | skills.sh | responsive-design responsive-design covers mobile-first layout construction using flexbox, grid, media queries, and fluid typography. includes concrete patterns for navigation, image optimization, and breakpoint strategy across device sizes. |
| 7.2 | skills.sh | workflow-automation workflow-automation provides templated npm scripts, makefiles, git hooks, and bash task runners for common development workflows. covers build pipelines, testing, linting, docker operations, and deployment with example implementations across multiple automation layers. |
| 7.2 | skills.sh | performance-optimization performance-optimization covers frontend and backend techniques to reduce load times, bundle size, and database latency. covers react memoization, code splitting, image optimization, query tuning, and caching patterns with measurement frameworks. |
| 7.2 | skills.sh | state-management state-management covers pattern selection and implementation across react context, zustand, redux toolkit, and react query. includes worked examples for authentication, shopping carts, todos, and server state handling with decision criteria for tool choice. |
| 7.2 | skills.sh | vercel-deploy vercel-deploy packages and uploads projects to vercel, auto-detecting frameworks from package.json and returning preview and claim urls for immediate access and account transfer. |
| 6.9 | skills.sh | git-workflow git-workflow covers the full lifecycle of repository management: branch creation, staging, committing with conventional formats, merging, conflict resolution, and cleanup. includes advanced operations like rebasing, cherry-picking, and bisect for debugging. |
| 6.8 | skills.sh | security-best-practices security-best-practices provides express.js-focused implementation patterns for HTTPS, input validation, CSRF, secrets management, and JWT authentication. covers OWASP top 10 risks with code examples but lacks infrastructure-specific guidance and error recovery patterns. |
| 6.8 | skills.sh | survey survey conducts structured landscape scans across vendor platforms before implementation, normalizing findings into reusable artifacts and a three-layer abstraction (settings, rules, hooks) for agent tooling comparisons. |
| 6.8 | skills.sh | log-analysis log-analysis provides grep and awk patterns for extracting errors, performance metrics, and security anomalies from application and system logs. covers common attack signatures and time-based aggregation but lacks automation guidance. |
| 6.8 | skills.sh | task-planning task-planning breaks features into user stories following invest principles, decomposes epics into tasks, applies moscow prioritization, and structures sprint planning with clear acceptance criteria and definition of done. |
| 6.3 | skills.sh | codebase-search codebase-search provides a structured workflow for navigating code via semantic search, grep patterns, and glob file discovery. covers function tracing, dependency mapping, and impact analysis with concrete language-specific examples. |
| 6.2 | skills.sh | technical-writing technical-writing provides templates and guidelines for creating specs, architecture docs, runbooks, and api documentation across multiple audience types. covers document structure, visual aids, and common mistakes but lacks depth on failure modes and recovery procedures. |
| 6.2 | skills.sh | user-guide-writing user-guide-writing provides templates and examples for onboarding docs, how-to guides, and faq pages. covers quick starts, task-focused instructions, troubleshooting, and tutorials with numbered steps and visual placeholders. |
| 6.2 | skills.sh | bmad-gds bmad-gds routes game projects through five phases (pre-production, design, architecture, production, testing) with specialized agents and command-driven workflows. covers concept-to-shipping pipelines across unity, unreal, and godot. |
| 6.2 | skills.sh | system-environment-setup system-environment-setup provides docker-compose templates, environment variable patterns, and terraform iac scaffolding for local and production deployments. covers dev containers and makefile convenience wrappers but lacks deployment decision logic. |
| 6.2 | skills.sh | bmad-orchestrator bmad-orchestrator embeds TEA cycles (task, execute, architect) within BMAD phases to enforce automated validation before human review. routes work across analysis, planning, solutioning, and implementation with explicit traceability and state tracking. |
| 6.2 | skills.sh | remotion-video-production remotion-video-production covers programmatic video generation using remotion, with structured scene planning, asset preparation, and react-based composition. targets marketing and onboarding use cases at scale. |
| 6.2 | skills.sh | image-generation image-generation orchestrates gemini models via mcp to produce branded visual assets with structured prompts, aspect ratio enforcement, and multi-agent validation. covers marketing, ui, and presentation use cases with iterative refinement. |
| 5.9 | skills.sh | vercel-react-best-practices vercel-react-best-practices catalogs 45 performance rules for react and next.js across 8 priority-ordered categories, with code examples for common bottlenecks like waterfalls, bundle bloat, and re-render cycles. |
| 5.8 | skills.sh | oh-my-codex oh-my-codex wraps openai codex cli with 30 specialized agents and 40+ workflow skills, enabling multi-agent orchestration via tmux teams, persistent mcp servers, and staged execution pipelines from plan through fix. |
| 5.8 | skills.sh | image-generation-mcp image-generation-mcp structures prompts for gemini-powered image generation across marketing, ui, and presentation contexts. covers model selection, aspect ratio handling, and metadata tracking but lacks explicit failure recovery and rate-limit considerations. |
| 5.4 | skills.sh | pattern-detection pattern-detection scans code and data for smells, vulnerabilities, and anomalies via grep, regex, and statistical methods. covers sql injection, hardcoded secrets, long functions, and outlier detection with tabular reporting. |
| 5.3 | skills.sh | monitoring-observability monitoring-observability covers prometheus metrics, grafana visualization, winston logging, and structured health checks. implements four golden signals framework with pre-built alert rules for common failure modes. |
| 5.2 | skills.sh | standup-meeting standup-meeting provides templates and formats for conducting daily standups across co-located and remote teams. covers the 3-questions format, board-walking, and async slack updates with basic constraints and best practices. |
| 5.2 | skills.sh | llm-monitoring-dashboard llm-monitoring-dashboard provides a tokuin-based framework for tracking api costs, tokens, and latency across users with automated dashboard generation. instruction density is high but procedure execution clarity suffers from incomplete examples and missing output validation checkpoints. |
| 5.2 | skills.sh | video-production video-production orchestrates remotion-based workflows to generate brand-consistent automated videos from text specs, routing through scene planning, asset preparation, and multi-agent validation gates. |
| 5.2 | skills.sh | agentic-principles agentic-principles articulates meta-guidelines for ai-driven development: decompose tasks, manage context windows, vary abstraction levels, automate repeated workflows, and validate outputs before committing. foundational but lacks operationalization. |
| 5.2 | skills.sh | omx omx provides a multi-agent orchestration layer for OpenAI Codex CLI with 30 role-based agents, 40+ workflow skills, and tmux-based team coordination. execution pipeline spans planning through verification with persistent MCP state management. |
| 5.2 | skills.sh | ralphmode ralphmode reduces approval overhead for ai-driven automation across claude, codex, and gemini by enforcing project boundaries and denylisting destructive operations. provides repo-scoped and sandbox profiles for different risk tolerance levels. |
| 4.9 | skills.sh | omc omc is a claude code plugin for multi-agent orchestration across 32 specialized agents with staged pipeline modes (team, autopilot, ralph, ultrawork). covers rate limit handling and external ai provider routing but lacks concrete failure recovery steps. |
| 4.8 | skills.sh | design-system design-system covers production ui design tokens, layout rules, motion specs, and wcag 2.1 accessibility validation for consistent frontend systems. incomplete instruction set limits operationalization. |
| 4.6 | skills.sh | agentation agentation bridges human visual feedback and agent code by converting UI element selection into structured css selectors and component trees. designed for iterative review loops where agents consume annotations as actionable targeting data. |
| 4.5 | skills.sh | firebase-cli firebase-cli covers terminal-based firebase project management including deployment, local emulation, user bulk operations, and ci/cd integration, but lacks procedural depth and error handling guidance. |
| 4.3 | skills.sh | debugging debugging provides trigger phrases for common failure modes and begins a framework for systematic troubleshooting, but lacks procedural depth and decision logic beyond initial data collection. |
| 4.2 | skills.sh | vibe-kanban vibe-kanban provides a visual kanban interface to dispatch and monitor multiple ai coding agents across vendors via git worktree isolation, but lacks actionable procedural detail and explicit failure handling. |
| 4.2 | skills.sh | ohmg ohmg coordinates multi-agent workflows across pm, frontend, backend, mobile, qa, and debug roles using serena memory for state sharing. provides cli commands for agent spawning, dashboard monitoring, and vendor integration (gemini, claude, codex). |
| 4.1 | skills.sh | react-grab react-grab copies react component metadata (name, path, html) to clipboard on hotkey, enabling ai agents to inspect ui elements in browser for code generation tasks. |
| 3.5 | skills.sh | autoresearch autoresearch is an autonomous ml experimentation framework where an ai agent iteratively modifies training code, runs fixed 5-minute gpu experiments, and commits improvements via git ratcheting. intended for batch overnight research workflows on constrained hardware. |
| 3.4 | skills.sh | opencontext opencontext offers persistent memory scaffolding for multi-session ai workflows, but the skill lacks concrete procedures, decision logic, and failure handling |
| 3.1 | skills.sh | sprint-retrospective sprint-retrospective outlines basic retrospective triggers but lacks actionable facilitation steps, detailed outcomes, and guidance on common failure modes like low participation or conflicting perspectives. |
| 2.9 | skills.sh | google-workspace google-workspace claims broad coverage of workspace apis but lacks actionable steps, decision logic, or outcome signals. the content is incomplete and reads as a feature list rather than a usable skill definition. |
| 2.8 | skills.sh | skill-standardization skill-standardization is a meta-skill for maintaining consistency in skill definitions, providing structure templates and reference material rather than executable procedures for actual standardization work. |
| — | skills.sh | react-best-practices React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal… |
| — | skills.sh | marketing-automation Generate marketing deliverables across CRO, copywriting, SEO, analytics, and growth using 23 specialized sub-skills with clear objectives, constraints, and… |
| — | skills.sh | presentation-builder Build editable presentations with slides-grab. Use when creating slide decks as HTML slides, iterating visually in a browser, and exporting approved decks to… |
| — | skills.sh | bmad-idea Creative Intelligence Suite for AI-driven ideation, design thinking, innovation strategy, problem-solving, and storytelling. 5 named specialist agents with… |
| — | skills.sh | ai-tool-compliance Automation skill for designing, verifying, and improving auth, cost, logging, and security compliance based on the internal AI tool mandatory implementation… |
| — | skills.sh | marketing-skills-collection marketing-skills-collection — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | pptx-presentation-builder pptx-presentation-builder — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | frontend-design-system Produce production-grade UI designs using clear design tokens, layout rules, motion guidance, and accessibility checks for consistent, scalable frontend… |
| — | skills.sh | looker-studio-bigquery Design and configure Looker Studio dashboards with BigQuery data sources. Use when creating analytics dashboards, connecting BigQuery to visualization tools,… |
| — | skills.sh | agent-evaluation Design and implement comprehensive evaluation systems for AI agents. Use when building evals for coding agents, conversational agents, research agents, or… |
| — | skills.sh | agent-configuration AI agent configuration policy and security guide. Project description file writing, Hooks/Skills/Plugins setup, security policy, team shared workflow… |
| — | skills.sh | agentic-development-principles Universal principles for agentic development when collaborating with AI agents. Defines divide-and-conquer, context management, abstraction level selection,… |
| — | skills.sh | agentic-workflow Practical AI agent workflows and productivity techniques. Provides optimized patterns for daily development tasks such as commands, shortcuts, Git integration,… |
| — | skills.sh | task-estimation Estimate software development tasks accurately using various techniques. Use when planning sprints, roadmaps, or project timelines. Handles story points,… |
| — | skills.sh | pollinations-ai Generate and save images using Pollinations.ai's free, open-source API. No signup required. Supports URL-based generation, custom parameters (width, height,… |
| — | skills.sh | web-design-guidelines Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or… |
| — | skills.sh | firebase-ai-logic Integrate Firebase AI Logic (Gemini in Firebase) for intelligent app features. Use when adding AI capabilities to Firebase apps, implementing generative AI… |
| — | skills.sh | jeo JEO — Integrated AI agent orchestration skill. Plan with ralph+plannotator, execute with team/bmad, verify browser behavior with agent-browser, apply UI… |
| — | skills.sh | genkit Build production-ready AI workflows using Firebase Genkit. Use when creating flows, tool-calling agents, RAG pipelines, multi-agent systems, or deploying AI to… |
| — | skills.sh | plannotator Interactive plan and diff review for AI coding agents. Visual browser UI for annotating agent plans — approve or request changes with structured feedback.… |
| — | skills.sh | git-submodule Manage Git submodules for including external repositories within a main repository. Use when working with external libraries, shared modules, or managing… |
| — | skills.sh | ui-component-patterns ui-component-patterns — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | npm-git-install npm-git-install — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | agent-browser Browser automation CLI for AI agents. Use for website interaction, form automation, screenshots, scraping, and web app verification. Prefer snapshot refs (@e1,… |
| — | skills.sh | environment-setup Configure and manage development, staging, and production environments. Use when setting up environment variables, managing configurations, or separating… |
| — | skills.sh | copilot-coding-agent GitHub Copilot Coding Agent automation. Apply the ai-copilot label to an issue → GitHub Actions auto-assigns Copilot via GraphQL → Copilot creates a Draft PR.… |
| — | skills.sh | authentication-setup Design and implement authentication and authorization systems. Use when setting up user login, JWT tokens, OAuth, session management, or role-based access… |
| — | skills.sh | ralph ralph — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | changelog-maintenance Maintain a clear and informative changelog for software releases. Use when documenting version changes, tracking features, or communicating updates to users.… |
| — | skills.sh | file-organization Organize project files and folders for maintainability and scalability. Use when structuring new projects, refactoring folder structure, or establishing… |
| — | skills.sh | api-design api-design — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | api-documentation Create comprehensive API documentation for developers. Use when documenting REST APIs, GraphQL schemas, or SDK methods. Handles OpenAPI/Swagger, interactive… |
| — | skills.sh | code-refactoring Simplify and refactor code while preserving behavior, improving clarity, and reducing complexity. Use when simplifying complex code, removing duplication, or… |
| — | skills.sh | database-schema-design Design and optimize database schemas for SQL and NoSQL databases. Use when creating new databases, designing tables, defining relationships, indexing… |
| — | skills.sh | code-review Conduct thorough, constructive code reviews for quality and security. Use when reviewing pull requests, checking code quality, identifying bugs, or auditing… |
| — | skills.sh | data-analysis Analyze datasets to extract insights, identify patterns, and generate reports. Use when exploring data, creating visualizations, or performing statistical… |
| — | skills.sh | langsmith langsmith — an installable skill for AI agents, published by supercent-io/skills-template. |
| — | skills.sh | fabric AI prompt orchestration CLI using reusable Patterns. Use for YouTube summarization, document analysis, content extraction, code explanation, writing… |
| — | skills.sh | playwriter Playwright-based browser automation via Chrome extension + MCP/CLI. Connects to your RUNNING browser (existing logins, cookies, extensions preserved). Use for… |
