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mjunaidca

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• 30 skills
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• 8 hours ago last updated

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   Scaffolding Openai Agents · mjunaidca bundle

   Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists. Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses. NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.
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   Containerize Apps · mjunaidca bundle

   Containerizes applications with impact-aware Dockerfiles and docker-compose configurations. This skill should be used when containerizing projects for Docker, creating Dockerfiles, docker-compose files, or preparing applications for Kubernetes deployment. It performs impact analysis first (env vars, network topology, auth/CORS), then generates properly configured container configs. Invokes the impact-analyzer subagent for comprehensive project scanning.
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   Quiz Generator · mjunaidca bundle

   ALWAYS generate interactive quizzes using the Quiz component (50 comprehensive questions total). Generates 50 college-level conceptual questions with immediate feedback per question. Quiz component automatically displays 15-20 questions per batch, randomized each retake. Features: immediate feedback after each answer (correct option + explanation + why wrong if incorrect), automatic batch shuffling on retake, no passing/failing threshold, color-coded feedback, theme support. Globally-registered Quiz component handles all UI/UX. Follows ##_chapter_##_quiz.md naming convention. INCLUDES: Automated answer redistribution with intelligent explanation regeneration (consolidates quiz-answer-redistributor functionality).
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   Image Generator · mjunaidca

   This skill should be used when generating images for educational content. It provides multi-turn reasoning partnership methodology with Gemini for professional quality visual generation.
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   Mermaid Diagram · mjunaidca

   Generate Mermaid diagrams for educational content. Use when visualizing concepts, architectures, or workflows.
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   Better Auth Setup · mjunaidca

   Better Auth OAuth/OIDC Setup Skill
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   Notebooklm Slides · mjunaidca

   This skill should be used when generating pedagogically-aligned slide decks from educational content using NotebookLM. It addresses the convergence toward generic, text-heavy slides by providing structured prompts that create engaging, proficiency-appropriate presentations aligned with specific educational frameworks.
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   Summary Generator · mjunaidca

   This skill should be used when generating lesson summaries for educational content. It extracts key concepts, mental models, patterns, and common mistakes from lesson markdown files using a Socratic extraction process. Use this skill when a lesson file needs a `.summary.md` companion file, or when reviewing/refreshing existing summaries.
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   Assessment Builder · mjunaidca bundle

   Purpose
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    Concept Scaffolding · mjunaidca

    This skill should be used when scaffolding complex concepts for learners. It applies cognitive load architecture principles to break down concepts into digestible pieces while respecting learning science limits.
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    Docusaurus Deployer · mjunaidca bundle

    This skill should be used when deploying a Docusaurus site to GitHub Pages. It automates the configuration, building, and deployment process, handling GitHub Pages setup, environment configuration, and CI/CD automation. Includes local validation before GitHub Actions triggering.
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    Learning Objectives · mjunaidca bundle

    Generate measurable learning outcomes aligned with Bloom's taxonomy and CEFR proficiency levels for educational content. Use this skill when educators need to define what students will achieve, create learning objectives for curriculum planning, or ensure objectives are specific and testable rather than vague. This skill helps break down complex topics into progressively building learning goals with clear assessment methods and success criteria.
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    RAG Retrieval Service · mjunaidca

    RAG Retrieval Service Skill
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    RAG Ingestion Pipeline · mjunaidca

    RAG Ingestion Pipeline Skill
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    Session Intelligence Harvester · mjunaidca

    This skill should be used after productive sessions to extract learnings and route them to appropriate Reusable Intelligence Infrastructure (RII) components. Use when corrections were made, format drift was fixed, new patterns emerged, or the user explicitly asks to "harvest learnings" or "capture session intelligence". Transforms one-time fixes into permanent organizational knowledge by implementing updates across multiple files.
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    Docker · mjunaidca bundle

    Production-grade Docker containerization for Python and Node.js applications. This skill should be used when users ask to containerize applications, create Dockerfiles, dockerize projects, or set up Docker Compose. Auto-detects project structure, analyzes .env for secrets, validates security, and generates tested Dockerfiles.
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    Kubernetes · mjunaidca bundle

    Production-grade Kubernetes manifests and debugging for containerized applications. This skill should be used when users ask to deploy to Kubernetes, create K8s manifests, containerize for K8s, set up Deployments/Services/Jobs/StatefulSets/CronJobs, create namespaces with resource quotas, set up multi-team isolation, configure ResourceQuota/ LimitRange, secure with RBAC (ServiceAccount, Role, RoleBinding), configure init containers (model download, db wait, migrations), set up sidecars (logging, metrics), or debug pods (CrashLoopBackOff, logs, exec, describe, events). Auto-detects from Dockerfile/code, generates hardened manifests with educational comments. CKAD-aligned.
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    Local LLM Claude Code · mjunaidca bundle

    Set up a FREE local LLM (via Ollama) and connect Claude Code to it so it runs offline with no API costs. Use this whenever the user wants to run Claude Code on a local/self-hosted model, use Ollama/Qwen/Llama/Mistral/DeepSeek with Claude Code, get a "free" or "offline" coding agent, avoid Anthropic API costs, point ANTHROPIC_BASE_URL at localhost, or asks "can my machine/VPS run a local LLM for Claude Code". Trigger even if they only say "run Claude Code locally", "local model for coding", "self-hosted Claude Code", or name a local model (qwen3, llama3, deepseek-coder). Handles install, model tuning, wiring, and an honest hardware reality-check (a capable model AND fast hardware are BOTH required).
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    Hypothesis Annotation Visibility · mjunaidca bundle

    Diagnose and fix Hypothesis (hypothes.is) annotation visibility — why two people in the same group see different annotation counts, why a class or study group can't see someone's notes, why highlights never show up for anyone else, and how to safely move "Only Me" annotations into a group or pull accidentally-public ones back out. Use this whenever someone mentions Hypothesis, hypothes.is, web annotations, annotation groups, highlights that aren't appearing, mismatched annotation counts ("I see 5, they see 149"), students who can't see the teacher's notes, or annotations that went public by mistake — including when they describe it as a broken integration, a sync issue, a caching problem, or a membership/permissions bug, because it is almost never any of those.
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    UX Evaluator · mjunaidca bundle

    This skill should be used when evaluating UI components against UX best practices. Use for reviewing buttons, navigation elements, spacing, visual hierarchy, or any interface element. Provides a systematic 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards (Balsamiq, Nielsen heuristics). Invoke when user asks to "review UX", "check button design", "evaluate layout", or references design guidelines.
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    Fastapi Backend · mjunaidca bundle

    Build production-grade FastAPI backends with SQLModel, Pydantic, and JWT authentication. Use this skill when building REST APIs, integrating with Neon PostgreSQL, implementing Better Auth JWT verification, or creating CRUD endpoints. Includes patterns for audit logging, worker/agent parity, and OpenAPI documentation.
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    Dapr Integration · mjunaidca bundle

    Integrate Dapr for pub/sub messaging and scheduled jobs. Use this skill when implementing event-driven architectures with Dapr, handling CloudEvent message formats, setting up pub/sub subscriptions, or scheduling jobs with Dapr Jobs API. Covers common pitfalls like CloudEvent unwrapping and callback URL patterns.
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    Sqlmodel Database · mjunaidca bundle

    Design and implement database schemas using SQLModel with sync and async patterns. Use this skill when creating database models, setting up Neon PostgreSQL connections, defining relationships (one-to-many, many-to-many), implementing FastAPI dependency injection, or migrating schemas. Covers both sync Session and async AsyncSession patterns.
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    Kubernetes Deployment Validator · mjunaidca bundle

    Validate Kubernetes deployments before execution. Run pre-flight checks for password generation, environment variables, database authentication, CORS configuration, and docker-compose parity. Use this skill BEFORE every Helm install/upgrade to prevent deployment failures.
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    Polymarket Monitor · mjunaidca bundle

    Use this skill whenever the user wants to monitor, watch, or track Polymarket prediction market prices over time. This includes setting up price alerts, watching for significant price movements, tracking spread changes, monitoring volume spikes, or getting notified about market activity. Trigger on: monitor prices, price alert, watch market, track prices, notify me, price change, polymarket alerts, market watch, price movement, volume spike, spread monitoring, track odds, prediction market alerts, continuous monitoring, price tracker, market surveillance.
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    Polymarket Scanner · mjunaidca bundle

    Use this skill whenever the user wants to browse, search, scan, or explore Polymarket prediction markets. This includes finding markets by topic or category, checking current prices and order books, getting market data, viewing trading volumes, looking up prediction market odds, or fetching live Polymarket data. Trigger on: polymarket, prediction market, browse markets, scan markets, market data, trading prices, order book, market odds, betting odds, event contracts, binary options, crypto prices polymarket, polymarket volume, market liquidity, polymarket search, find markets.
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    Polymarket Analyzer · mjunaidca bundle

    Use this skill whenever the user wants to find trading opportunities, detect arbitrage, analyze a market, perform edge detection, find mispricing, do probability analysis, evaluate orderbook depth, find momentum signals, or assess Polymarket market quality. Triggers: "find opportunities", "detect arbitrage", "analyze market", "edge detection", "mispricing", "probability analysis", "orderbook analysis", "momentum scanner", "market inefficiency", "price gap", "volume surge", "trading edge", "market analysis".
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    Polymarket Paper Trader · mjunaidca bundle

    Use this skill whenever the user wants to paper trade, simulate trades, virtual trading, demo mode, practice trading, backtest strategies, test strategy performance, use paper money, manage a virtual portfolio, track simulated P&L, or do risk-free trading on Polymarket prediction markets. Also use when the user asks about their portfolio, positions, trade history, or performance report for paper trading. This is the core trading engine — it executes simulated trades against real live Polymarket prices with zero financial risk.
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    Polymarket Live Executor · mjunaidca bundle

    Use this skill when the user wants to execute a real trade on Polymarket, place a live order, go live, buy or sell on Polymarket, check real positions, or manage a live trading wallet. Triggers: "execute trade", "live trade", "real trade", "go live", "place order polymarket", "buy on polymarket", "sell on polymarket", "check positions", "my balance", "cancel order", "live portfolio". CRITICAL: This skill executes REAL trades with REAL money. Every trade requires explicit human confirmation before execution. Never execute autonomously.
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    Polymarket Strategy Advisor · mjunaidca bundle

    Use this skill whenever the user wants trading strategy advice, trade recommendations, portfolio guidance, or prediction market analysis that leads to actionable trades. Triggers: "trading strategy", "trade recommendation", "should I buy", "should I sell", "what to trade", "portfolio advice", "prediction market strategy", "position sizing", "Kelly criterion", "risk management", "entry criteria", "exit criteria", "market edge", "expected value", "when to trade", "stop trading", "drawdown", "strategy review", "daily review", "performance analysis", "paper trading strategy", "which markets", "best opportunities".
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