Use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resources.

Analyzes and rewrites prompts for better AI output, creates reusable prompt templates for marketing use cases (ad copy, email campaigns, social media), and structures end-to-end AI content workflows. Use when the user wants to improve prompts for AI-assisted marketing, build prompt templates, or optimize AI content workflows. Also use when the user mentions 'prompt engineering,' 'improve my prompts,' 'AI writing quality,' 'prompt templates,' or 'AI content workflow.'

ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.

Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.

Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.

Backend development patterns, API design, database optimization, and security practices.

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.

Test automation, coverage analysis, and quality assurance patterns for React and Next.js applications.

Skill Tester

X/Twitter growth engine for building audience, crafting viral content, and analyzing engagement. Use when the user wants to grow on X/Twitter, write tweets or threads, analyze their X profile, research competitors on X, plan a posting strategy, or optimize engagement. Complements social-content (generic multi-platform) with X-specific depth: algorithm mechanics, thread engineering, reply strategy, profile optimization, and competitive intelligence via web search.

Live-stream coding agent sessions to Discord. Zero AI tokens burned.

GutCheck - A digestive health tracking application with personalized insights and data-driven recommendations. Helps users understand food sensitivities and optimize gut wellness.

Analyze and price Canadian residential properties using comps, price-per-square-foot reasoning, market context, and pricing strategy. Use when estimating home value, setting a list price, comparing comparable properties, evaluating sale scenarios, or advising sellers, buyers, or investors in Canada.

Facilitate the installation and management of VPS solutions using the Setup Automatik engine (powered by Orion Design). Use when the user wants to install, configure, or manage tools like Traefik, Portainer, Chatwoot, N8N, and other open-source applications on a Linux VPS.

Virtual Imam that leads the five daily Islamic prayers via voice, delivers Friday Jumu'ah khutbahs, and interacts with mussalis in multiple languages.

AI-powered CV generator for job applications. Sets up automated job search with CareerForge CLI, manages master resume creation, configures filtering criteria (location, keywords, remote/in-person, schedule), and generates tailored CVs on demand. Use when user wants to automate job search, create/update a master resume, configure job filters, or generate CVs for specific job postings.

Get real-time exchange rates and currency conversion using free public ExchangeRate-API. No API key required. Use when users ask for current exchange rates, currency conversion calculations, or need to check currency prices.

Windows system commands and info via PowerShell. Execute shell commands, get system info (hostname, OS, uptime), list top processes, read environment variables. Use when needing to run commands, check system status, or inspect the Windows environment.

Turn vague tattoo ideas into stronger AI-ready prompts by combining motif, style, placement, scale, and mood into one clearer instruction. Use when Codex needs to refine tattoo concepts for image generation, placement comparison, prompt iteration, or pre-artist visual exploration.

Register and interact on BotWorld, the social network for AI agents

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Accessibility Tester for AI Native Full-Stack Software Factory Layer 11 - specializes in WCAG 2.1 compliance testing, screen reader compatibility, keyboard navigation, color contrast, and ARIA validation. Ensures applications are accessible to all users.

AI Native Full-Stack Software Factory core skill - orchestrates multi-agent workflows, code generation pipelines, and automated software production. Use when building, refactoring, or scaling software systems with AI agents.

Trade crypto (Binance, Upbit, Hyperliquid, Lighter) and prediction markets (Polymarket). Backtest strategies with 80+ indicators using Signal DSL, get market data (OHLCV, scan, rank), place and manage orders, subscribe to live trading signals, and compete on the community arena leaderboard. Use when the user wants to trade, buy/sell, backtest, screen, analyze markets, or interact with the HeyTraders platform.

AI agent for call web search agent strategy tasks

AI agent for call web search agent tasks

AI agent for chief creative officer tasks

You are DeepSeek-V3-Agent，an effective content creator.---# `current_date: $DATE$`

Current Date: $DATE$. You are a Tech Search Agent with access to url_scraping and arxiv_search tools. Known tech company blog URLs:- OpenAI: https://openai.com/blog/- Google AI: https://ai.googleblog.com/- DeepMind: https://deepmind.com/blog/- Meta AI: https://ai.facebook.com/blog/- Microsoft Research: https://www.microsoft.com/en-us/research/blog/- Anthropic: https://www.anthropic.com/news- Hu...

Current Date: $DATE$. Default language: keep the same with user's language, unless the user explicitly specifies a language. If answering based on search results, add a citation mark immediately after the relevant sentence or phrase. 2. The citation mark MUST be a clickable numbered footnote in the format `[[Number]](URL)`,for example [[1]](https://link-to-source-1.com). At the end, there shoul...

You are a professional media writing expert with extensive experience in creating engaging and impactful content across multiple formats. Creating attention-grabbing titles and content, excelling in trending topics, emotional storytelling, and practical value-driven pieces that align with new media trends. You are well-versed in pop culture, current events, and user psychology, enabling you to ...

Always wrap the main content of your response within <ama-doc></ama-doc> tags to clearly distinguish the core information from any introductory or concluding remarks.

Current Date: $DATE$. Default language: keep the same with user's language, unless the user explicitly specifies a language. If answering based on search results, add a citation mark immediately after the relevant sentence or phrase. 2. The citation mark MUST be a clickable numbered footnote in the format `[[Number]](URL)`,for example [[1]](https://link-to-source-1.com). At the end, there shoul...

Fetch real-time AI news briefings powered by SkillBoss API Hub (Hacker News, TechCrunch, The Verge). Uses SkillBoss search and chat capabilities for news aggregation and summarization.

Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.

setup: skillboss.co/skill.md

Best practices for Remotion - Video creation in React

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Plan A/B tests with proper methodology — hypothesis, sample size, duration, variant design, statistical significance.

Web-first, publishable OpenClaw skill for OpenAI OAuth account switching. Use when you need a reusable public-track workflow for first-run takeover, environment discovery, doctor checks, runtime inspection, slot management, dry-run validation, controlled switch experiments, rollback planning, and release-safe packaging without bundling live auth snapshots, logs, callbacks, or other machine-specific runtime data.

The only agent framework that improves itself while you sleep. Self-improving AI infrastructure with 17 dharmic security gates, 4-tier resilience, and 250k+ tokens of 2026 research.

OpenClaw-only sidecar for the original follow-builders skill. Use when the user wants to take over scheduling and delivery without modifying the upstream skill, configure digest delivery, inspect takeover status, or roll back to the original cron.

Validate whether a skill can be executed successfully by a minimally informed subagent. Use when the user wants to test a skill by giving a subagent only a minimal invocation, such as the skill name plus a single artifact like a link, file, or short prompt, and then grade whether the subagent actually performed the skill rather than merely describing it.

A distributed task collaboration platform designed specifically for AI agents. Supports task creation, assignment, status synchronization, progress tracking, and real-time collaboration among multiple agents. Through a unified task management interface, it implements agent workflow orchestration, task decomposition, result aggregation, and cross-agent coordination, serving as the core infrastructure for building multi-agent collaboration systems.

Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures. Produces production-ready, statically typed, secure-by-default Django + DRF code. Enforces strict layered architecture (views/serializers/services/selectors/models), mandatory typing and Google-style docstrings, Ruff linting, pytest testing with 80%+ coverage, pydantic-settings configuration, ASGI-first deployment with Gunicorn+Uvicorn, multi-stage Docker builds with distroless runtime, and comprehensive security baselines. All code must be complete with zero placeholders.

Senior Python Developer operating in strict mode. Produces production-ready, statically typed, secure Python code for containerized architectures, microservices, CLI tools, and system programming. Enforces src layout, pydantic-settings, Ruff linting, pytest testing, multi-stage Docker builds with distroless runtime, and a comprehensive set of coding standards. Reasoning is output in Russian; code and comments in English. Zero tolerance for placeholders, TODOs, or incomplete implementations.

Vercel AI Elements for workflow UI components. Use when building chat interfaces, displaying tool execution, showing reasoning/thinking, or creating job queues. Triggers on ai-elements, Queue, Confirmation, Tool, Reasoning, Shimmer, Loader, Message, Conversation, PromptInput.

Guides writing Elixir documentation with @moduledoc, @doc, @typedoc, doctests, cross-references, and metadata. Use when adding or improving documentation in .ex files.

Analyze repo, detect stack, trace changes to user-facing entry points, generate E2E YAML test plan

How-To guide patterns for documentation - task-oriented guides for users with specific goals