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Sheshiyer

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1. ▌
   Security Scan · sheshiyer

   Scan a Claude Code config (.claude/) for vulnerabilities, misconfigurations, and injection risks with AgentShield, covering CLAUDE.md, settings.json, MCP servers, hooks, and agents. USE WHEN setting up a project, after editing settings.json or MCP configs, before committing config, or onboarding to a repo.
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2. ▌
   SEO Image Gen · sheshiyer

   Generate SEO-focused images — OG/social cards, blog heroes, schema ImageObject assets, product visuals, and infographics — with per-use-case aspect ratio, resolution, and a post-gen SEO checklist (alt text, WebP, schema). USE WHEN image generation is part of an SEO or content-publishing workflow and assets must be search/social optimized.
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3. ▌
   SEO Technical · sheshiyer

   Audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, structured data, JavaScript rendering, and platform signals like robots.txt and AI-crawler access. USE WHEN a user wants a technical SEO review focused on crawl/index, performance, or rendering rather than content.
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4. ▌
   Simplify Code · sheshiyer

   Review a scoped diff for reuse, quality, efficiency, and clarity via parallel review roles, then optionally apply only high-confidence, behavior-preserving simplifications. USE WHEN the user asks to simplify, clean up, refactor, or review changed code and wants safe improvements on a git diff without changing behavior.
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5. ▌
   Video Editing · sheshiyer

   AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.
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6. ▌
   Error Handling · sheshiyer

   Robust error-handling patterns across TypeScript, Python, and Go: typed errors, error boundaries, retries, circuit breakers, and user-facing messages. USE WHEN designing error types, adding retry or circuit-breaker logic, or debugging cascading or swallowed failures.
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7. ▌
   Golang Testing · sheshiyer

   Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and coverage, following TDD methodology. USE WHEN writing or adding tests for Go code, creating benchmarks, building fuzz tests, or running TDD in Go projects.
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8. ▌
   Image Enhancer · sheshiyer

   Improve image quality by enhancing resolution, sharpness, and clarity, especially for screenshots. USE WHEN upscaling a blurry or low-res image, sharpening a screenshot, or prepping visuals for presentations, documentation, or social media posts.
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9. ▌
   Internal Comms · sheshiyer bundle

   A set of resources for writing all kinds of internal communications using common company formats. USE WHEN asked to write internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
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10. ▌
    Kotlin Testing · sheshiyer

    Kotlin testing patterns with Kotest, MockK, coroutine testing, property-based testing, and Kover coverage, following TDD methodology. USE WHEN writing tests for Kotlin code, adding coverage, doing property-based tests, or running a red-green-refactor workflow in Kotlin projects.
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11. ▌
    Memory Systems · sheshiyer

    Design short-term, long-term, and graph-based memory architectures for agents that persist across sessions, maintain entity consistency, and reason over accumulated knowledge. USE WHEN choosing and designing the right memory architecture for a persistent agent.
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12. ▌
    Nuxt4 Patterns · sheshiyer

    Nuxt 4 app patterns for hydration safety, performance, route rules, lazy loading, and SSR-safe data fetching with useFetch and useAsyncData. USE WHEN debugging hydration mismatches, choosing prerender/SWR/ISR/client-only rendering, or fixing page data fetching and SSR/client routing differences.
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13. ▌
    Prompt Caching · sheshiyer

    Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and Cache-Augmented Generation (CAG) to cut latency and cost. USE WHEN you want to reduce LLM cost/latency by caching prompt prefixes or responses.
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14. ▌
    Python Testing · sheshiyer

    Python testing with pytest, TDD, fixtures, mocking, parametrization, and coverage. USE WHEN writing tests, designing test suites, setting up test infrastructure, or reviewing Python test coverage.
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15. ▌
    SEO Dataforseo · sheshiyer

    Use DataForSEO for live SERPs, keyword metrics, backlinks, competitor analysis, on-page checks, and AI-visibility data via its MCP server. USE WHEN a user needs real, live SEO data (rankings, volumes, backlinks, LLM mentions) rather than static best-practice guidance.
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16. ▌
    Springboot Tdd · sheshiyer

    Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.
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17. ▌
    Webapp Testing · sheshiyer bundle

    Toolkit for interacting with and testing local web applications using Playwright. USE WHEN verifying frontend functionality, debugging UI behavior in a real browser, capturing screenshots of a running app, or inspecting browser console and network logs.
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18. ▌
    Article Writing · sheshiyer

    Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.
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19. ▌
    Awt E2e Testing · sheshiyer

    AI-powered E2E web testing — declarative YAML scenarios run via Playwright with visual matching (OpenCV + OCR) and framework auto-detection. USE WHEN you need AI-driven browser end-to-end tests without brittle DOM selectors.
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20. ▌
    Dbos Typescript · sheshiyer bundle

    Guide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows. Use when adding DBOS to existing TypeScript code, creating workflows and steps, or using queues for concurrency control.
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21. ▌
    Django Patterns · sheshiyer

    Django architecture patterns: REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade app structure. USE WHEN structuring a Django app, building a DRF API, or optimizing ORM queries, caching, signals, or middleware.
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22. ▌
    Django Security · sheshiyer

    Django security best practices: authentication, authorization, CSRF protection, SQL injection and XSS prevention, and secure deployment settings. USE WHEN hardening a Django app, reviewing auth or permissions, or auditing for CSRF, SQLi, or XSS before deploy.
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23. ▌
    Docker Patterns · sheshiyer

    Docker and Docker Compose patterns for local development, container security, networking, volumes, and multi-service orchestration. USE WHEN writing a Dockerfile or compose stack, debugging container networking/volumes, or hardening images.
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24. ▌
    Durable Objects · sheshiyer bundle

    Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
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25. ▌
    Expo API Routes · sheshiyer

    Create API routes in Expo Router deployed with EAS Hosting. USE WHEN adding server-side endpoints to an Expo app for secrets, database access, third-party API proxies, webhooks, or server-side validation.
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26. ▌
    Expo Deployment · sheshiyer bundle

    Deploy Expo apps to the iOS App Store, Android Play Store, web hosting, and API routes via EAS. USE WHEN submitting builds to TestFlight or the stores, configuring store metadata, or shipping an Expo app to production.
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27. ▌
    Expo Dev Client · sheshiyer

    Build and distribute Expo development clients locally or via TestFlight using EAS Build. USE WHEN an app needs custom native code, local Expo modules, Apple targets, or third-party native modules not available in Expo Go.
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28. ▌
    Golang Patterns · sheshiyer

    Idiomatic Go patterns, best practices, and conventions for robust, efficient, maintainable applications. USE WHEN writing new Go code, reviewing or refactoring Go, or designing Go packages and modules.
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29. ▌
    Kotlin Patterns · sheshiyer

    Idiomatic Kotlin patterns and conventions covering null safety, immutability, sealed types, coroutines and Flow, extension functions, DSL builders, and Gradle Kotlin DSL. USE WHEN writing, reviewing, or refactoring Kotlin code, or designing Kotlin modules and libraries.
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30. ▌
    Launch Strategy · sheshiyer bundle

    When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.
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31. ▌
    Market Research · sheshiyer

    Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.
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32. ▌
    Motion Advanced · sheshiyer

    Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimate), loaders, and the full API decision tree. USE WHEN motion-patterns is not enough and you need gestures, SVG, or imperative sequences.
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33. ▌
    Motion Patterns · sheshiyer

    Production-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations, scroll, and layout — built on motion-foundations tokens and springs. USE WHEN implementing a concrete UI animation pattern.
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34. ▌
    Nestjs Patterns · sheshiyer

    NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, and config in production TypeScript backends. USE WHEN building NestJS APIs, structuring modules and providers, adding guards/interceptors/exception filters, or testing NestJS units and HTTP endpoints.
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35. ▌
    Prisma Patterns · sheshiyer

    Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and traps like updateMany returning count not records and serverless connection exhaustion. USE WHEN designing Prisma models, writing bulk ops or transactions, running migrations, or deploying to serverless.
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36. ▌
    Product Manager · sheshiyer

    Senior PM agent spanning strategy, discovery, prioritization, execution, and metrics — 30+ frameworks (RICE, JTBD, Kano, North Star), 12 templates (PRDs, roadmaps), and 32 SaaS metrics with formulas. USE WHEN you need structured product-management analysis: PRDs, roadmaps, prioritization, launch planning, or SaaS metric calculations.
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37. ▌
    Python Patterns · sheshiyer

    Pythonic idioms, PEP 8 standards, type hints, and best practices for robust, maintainable Python. USE WHEN writing, reviewing, or refactoring Python code or designing packages and modules.
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38. ▌
    Security Review · sheshiyer bundle

    Comprehensive security checklist and patterns to catch vulnerabilities in application code. USE WHEN adding authentication or authorization, handling user input or file uploads, creating API endpoints, working with secrets or credentials, implementing payment features, or storing and transmitting sensitive data.
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39. ▌
    Avoid AI Writing · sheshiyer

    Audit and rewrite prose to strip 21 categories of AI writing patterns using a 43-entry replacement table, then re-audit the rewrite. USE WHEN asked to remove AI-isms, make text sound less like AI, or polish a draft for AI tells before publishing.
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40. ▌
    Backend Patterns · sheshiyer

    Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. USE WHEN building or refactoring Node/Express/Next.js backend code, API routes, or data-access and server-side logic.
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41. ▌
    Content Strategy · sheshiyer bundle

    When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social-content.
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42. ▌
    Fastapi Patterns · sheshiyer

    FastAPI patterns for async APIs: dependency injection, Pydantic request/response models, OpenAPI docs, tests, security, and production readiness. USE WHEN building or reviewing a FastAPI app, structuring routers and dependencies, or adding auth, tests, or deployment settings.
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43. ▌
    Hugging Face CLI · sheshiyer

    Use the Hugging Face Hub CLI (hf) for authentication, downloading, uploading, and managing models, datasets, and Spaces. USE WHEN you need to authenticate to or move models/datasets/Spaces on the Hugging Face Hub via CLI.
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44. ▌
    Jira Integration · sheshiyer

    Jira API patterns via MCP or direct REST calls for retrieving tickets, extracting acceptance criteria, adding comments, transitioning status, and JQL search. USE WHEN reading Jira tickets, updating ticket status, or linking branches and MRs to issues from a coding workflow.
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45. ▌
    Laravel Patterns · sheshiyer

    Laravel architecture patterns: routing and controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for production apps. USE WHEN building Laravel apps or APIs, structuring controllers and services, modeling Eloquent relationships, or adding queues, events, and caching.
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46. ▌
    Laravel Security · sheshiyer

    Laravel security best practices for authn/authz, validation, CSRF, mass assignment, file uploads, secrets, rate limiting, and secure deployment. USE WHEN adding authentication or authorization, handling user input or file uploads, managing secrets, or hardening a Laravel deployment.
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47. ▌
    Nextjs Turbopack · sheshiyer

    Next.js 16+ and Turbopack — incremental bundling, filesystem caching, dev speed, and when to choose Turbopack vs webpack. USE WHEN developing or debugging Next.js 16+ apps, diagnosing slow dev startup or HMR, or deciding whether to disable Turbopack for a webpack-only plugin.
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48. ▌
    Nodejs Keccak256 · sheshiyer

    Prevent Ethereum hashing bugs in JS/TS — Node's sha3-256 is NIST SHA3, not Keccak-256, and silently breaks selectors, signatures, storage slots, and address derivation. USE WHEN computing selectors or event topics, building EIP-712/Merkle/storage helpers, or reviewing code that hashes Ethereum data with Node crypto.
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49. ▌
    Production Audit · sheshiyer

    Local-evidence production readiness audit that keeps repo data off external services. USE WHEN asked is this production-ready, what would break in prod, or what did we miss, for pre-launch reviews, post-merge risk passes, or when CI is green but production risk is unknown.
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50. ▌
    Pytorch Patterns · sheshiyer

    PyTorch patterns for reproducible training pipelines, model architectures, and data loading. USE WHEN writing PyTorch models or training scripts, debugging training loops or data pipelines, or optimizing GPU memory and speed.
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51. ▌
    Quarkus Patterns · sheshiyer

    Quarkus 3.x architecture: REST APIs, CDI services, Panache data access, Apache Camel messaging, and async processing. USE WHEN building Java Quarkus backends, structuring resource-service-repository layers, or implementing event-driven flows.
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52. ▌
    Quarkus Security · sheshiyer

    Quarkus security: authentication, authorization, JWT/OIDC, RBAC, input validation, CSRF, secrets, and dependency CVEs. USE WHEN adding auth, securing endpoints, validating input, managing secrets, or scanning Quarkus dependencies.
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53. ▌
    Social Publisher · sheshiyer

    Agent-driven scheduling and publishing of social media posts across 13 platforms via SocialClaw. Use when the user wants to publish to X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, or Pinterest — or when managing campaigns, uploading media, or monitoring post delivery status.
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54. ▌
    Swiftui Patterns · sheshiyer

    Modern SwiftUI architecture patterns covering @Observable state management, view composition, type-safe NavigationStack flows, and rendering performance. USE WHEN building SwiftUI views, choosing between @State, @Binding, and @Observable, designing navigation or view models, or optimizing list and layout performance.
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55. ▌
    Bullmq Specialist · sheshiyer

    BullMQ expert for Redis-backed job queues, background processing, retries/backoff, dead-letter queues, concurrency limits, and reliable async execution in Node.js/TypeScript. USE WHEN an agent or backend needs durable background jobs or an async work queue on Redis.
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56. ▌
    Dashboard Builder · sheshiyer

    Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working dashboard instead of a vanity board.
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57. ▌
    Defi Amm Security · sheshiyer

    Security checklist for Solidity AMM contracts, liquidity pools, and swap flows: reentrancy, CEI ordering, donation/inflation attacks, oracle manipulation, slippage, admin controls, and integer math. USE WHEN auditing or writing an AMM, liquidity pool, or swap contract.
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58. ▌
    Flox Environments · sheshiyer

    Create reproducible, cross-platform development environments with Flox — a declarative environment manager built on Nix. ALWAYS use this skill when the user needs to: set up a project with system-level dependencies (compilers, databases, native libraries like openssl, libvips, BLAS, LAPACK); configure reproducible toolchains for Python, Node.js, Rust, Go, C/C++, Java, Ruby, Elixir, PHP, or any language; manage environments that must work identically across macOS and Linux; pin exact package versions for a team; run local services (PostgreSQL, Redis, Kafka) alongside development tools; onboard new developers with a single command; or solve 'works on my machine' problems. Especially valuable for AI-assisted and vibe coding — Flox lets agents install tools into a project-scoped environment without sudo, system pollution, or sandbox restrictions, and the resulting environment is committed to the repo so anyone can reproduce it instantly. Use this skill even if the user doesn't mention Flox — if they describe need
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59. ▌
    Investor Outreach · sheshiyer

    Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.
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60. ▌
    Lead Intelligence · sheshiyer bundle

    AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.
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61. ▌
    Obsidian Markdown · sheshiyer bundle

    Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. USE WHEN writing or editing notes meant to render in an Obsidian vault, or when a task involves wikilinks, callouts, frontmatter, tags, or embeds.
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62. ▌
    Site Architecture · sheshiyer bundle

    When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual sitemap," "site structure," "page hierarchy," "information architecture," "IA," "navigation design," "URL structure," "breadcrumbs," "internal linking strategy," "website planning," "what pages do I need," "how should I organize my site," or "site navigation." Use this whenever someone is planning what pages a website should have and how they connect. NOT for XML sitemaps (that's technical SEO — see seo-audit). For SEO audits, see seo-audit. For structured data, see schema-markup.
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63. ▌
    Slack Gif Creator · sheshiyer bundle

    Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. USE WHEN a user asks for an animated GIF or emoji animation for Slack from a description like 'make me a GIF for Slack of X doing Y', or needs a GIF that fits Slack's size limits.
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64. ▌
    Verification Loop · sheshiyer

    A comprehensive verification system for Claude Code sessions, running build, type-check, and quality gates in phases. USE WHEN finishing a feature or significant code change, before opening a PR, or after refactoring to confirm quality gates still pass.
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65. ▌
    Building Native UI · sheshiyer bundle

    Guide to building polished apps with Expo Router, covering fundamentals, styling, components, navigation, animations, patterns, and native tabs. USE WHEN building or styling Expo/React Native UI, setting up Expo Router navigation, or adding native tabs and animations.
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66. ▌
    Cisco IOS Patterns · sheshiyer

    Cisco IOS and IOS-XE review patterns for show commands, config hierarchy, wildcard masks, ACL placement, and interface hygiene. USE WHEN reviewing IOS/IOS-XE config before a change, picking read-only show commands, or verifying a change-window landed safely.
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67. ▌
    Claude Ally Health · sheshiyer

    Personal health-assistant patterns: medical-information analysis, symptom tracking, and wellness guidance for a patient/consumer-facing companion app. USE WHEN building a personal health assistant, logging or trending symptoms, or surfacing general wellness guidance — distinct from the clinical EMR/CDSS/compliance spokes, and never a substitute for professional medical advice.
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68. ▌
    Devcontainer Setup · sheshiyer

    Creates devcontainers with the agent CLI, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. USE WHEN adding devcontainer support to a project, setting up isolated development environments, or configuring sandboxed coding-agent workspaces.
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69. ▌
    Energy Procurement · sheshiyer

    Codified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility energy cost management. Informed by energy procurement managers with 15+ years experience at large commercial and industrial consumers. Includes market structure analysis, hedging strategies, load profiling, and sustainability reporting frameworks. Use when procuring energy, optimizing tariffs, managing demand charges, evaluating PPAs, or developing energy strategies.
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70. ▌
    Evm Token Decimals · sheshiyer

    Prevent silent decimal-mismatch bugs across EVM chains: runtime decimal lookup, chain-aware caching, bridged-token precision drift, and safe normalization. USE WHEN reading ERC-20 balances, computing fiat values, or comparing token amounts across chains in bots, dashboards, or DeFi tools.
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71. ▌
    Homelab Pihole Dns · sheshiyer

    Pi-hole installation, blocklist management, DNS-over-HTTPS setup, DHCP integration, and local DNS records on a home network. USE WHEN installing or configuring Pi-hole, managing blocklists, or troubleshooting devices that lose internet after Pi-hole is set up.
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72. ▌
    Investor Materials · sheshiyer

    Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.
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73. ▌
    IOS Debugger Agent · sheshiyer bundle

    Build, run, and debug the current iOS project on a booted simulator via XcodeBuildMCP — UI interaction, screenshots, view inspection, and runtime log capture. USE WHEN you need to run an iOS app on a simulator, reproduce a bug, tap/type through a flow, or capture console logs.
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74. ▌
    Marketing Campaign · sheshiyer

    End-to-end marketing campaign planning and execution: audience research, positioning, campaign angle, landing page copy, email sequences, social posts, ad copy, and content calendars. USE WHEN planning a product launch, defining positioning before copy, or orchestrating multi-channel content from one brief.
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75. ▌
    Motion Foundations · sheshiyer

    Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react. USE WHEN setting up the motion foundation any other motion skill depends on.
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76. ▌
    Agentic Engineering · sheshiyer

    Operate as an agentic engineer using eval-first execution, task decomposition, and cost-aware model routing. USE WHEN planning or executing LLM-driven engineering work and you need disciplined evals, decomposition, and model-selection practices.
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77. ▌
    AI Agents Architect · sheshiyer

    Design and build autonomous AI agents: ReAct and plan-and-execute loops, tool registries, hierarchical memory, supervisor patterns, and checkpoint recovery. USE WHEN architecting an autonomous agent's control loop, tools, and memory from scratch.
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78. ▌
    App Store Changelog · sheshiyer bundle

    Generate user-facing App Store release notes from git history since the last tag, grouped into New/Improved/Fixed with internal commits filtered out. USE WHEN drafting What's New text, release notes, or changelog bullets for an App Store / TestFlight submission.
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79. ▌
    Changelog Generator · sheshiyer

    Create user-facing changelogs from git commits by analyzing history, categorizing changes, and turning technical commits into clear, customer-friendly release notes. USE WHEN writing a changelog or release notes, summarizing changes between versions, or converting commit history into a published update.
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80. ▌
    Codebase Onboarding · sheshiyer

    Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.
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81. ▌
    Database Migrations · sheshiyer

    Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deploys across PostgreSQL, MySQL, and ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate). USE WHEN writing a migration, planning a zero-downtime schema change, or designing rollbacks.
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82. ▌
    Deployment Patterns · sheshiyer

    Deployment workflows for web apps: CI/CD pipelines, Docker containerization, health checks, rollback strategies, and production readiness checklists. USE WHEN shipping a web app, setting up a CI/CD pipeline, containerizing with Docker, or hardening a release for production.
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83. ▌
    Django Verification · sheshiyer

    Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks. USE WHEN validating a Django change before a PR or release, or running the full pre-ship gate of migrations, lint, tests, and security.
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84. ▌
    Expo Cicd Workflows · sheshiyer bundle

    Understand and write EAS workflow YAML files for Expo projects. USE WHEN the user asks about CI/CD or workflows in an Expo/EAS context, mentions .eas/workflows/, or wants help with EAS build pipelines or deployment automation.
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85. ▌
    Expo Tailwind Setup · sheshiyer

    Set up Tailwind CSS v4 in Expo with react-native-css and NativeWind v5 for universal styling across iOS, Android, and web. USE WHEN configuring Tailwind, NativeWind, or PostCSS in an Expo project or wiring the Metro transformer for utility-class styling.
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86. ▌
    Hugging Face Gradio · sheshiyer bundle

    Build or edit Gradio apps, layouts, components, and chat interfaces in Python for ML demos and UI prototypes. USE WHEN a user wants a Gradio demo or Python ML interface for a model or agent.
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87. ▌
    Hugging Face Papers · sheshiyer

    Read and analyze Hugging Face paper pages or arXiv papers using markdown and the papers API metadata. USE WHEN you need to read, summarize, or pull metadata for an arXiv or HF paper.
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88. ▌
    Liquid Glass Design · sheshiyer

    iOS 26 Liquid Glass design system: dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit. USE WHEN building iOS 26+ glass buttons, cards, or toolbars, creating morphing glass transitions, or migrating old blur/material effects to the Liquid Glass API.
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89. ▌
    Scientific Pkg Gget · sheshiyer

    gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST/BLAT searches, and enrichment checks. USE WHEN finding Ensembl IDs or gene metadata, fetching sequences and reference genomes, or querying protein, pathway, and expression modules.
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90. ▌
    Social Graph Ranker · sheshiyer

    Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the reusable graph-ranking engine itself, not the broader outreach or network-maintenance workflow layered on top of it.
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    installs
91. ▌
    Springboot Patterns · sheshiyer

    Spring Boot patterns for REST API design, layered controller-service-repository structure, Spring Data JPA, caching, async processing, and logging. USE WHEN building Java Spring Boot backends, structuring services, configuring data access or caching, or adding validation, exception handling, or event-driven patterns.
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92. ▌
    Springboot Security · sheshiyer

    Spring Security best practices for authn, authz, input validation, CORS/CSRF, security headers, secrets, rate limiting, and dependency CVEs. USE WHEN adding auth (JWT, OAuth2, sessions) or role-based access, validating input, configuring headers, managing secrets, or hardening a Spring Boot service.
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    installs
93. ▌
    Stitch Design Taste · sheshiyer bundle

    Semantic design-system skill for Google Stitch that generates DESIGN.md files enforcing premium, anti-generic UI standards — strict typography, calibrated color, and micro-motion. USE WHEN prompting Google Stitch to generate screens or building a DESIGN.md for a curated design language.
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94. ▌
    Swiftui UI Patterns · sheshiyer bundle

    Apply proven SwiftUI patterns for NavigationStack routing, enum-driven sheets, async .task state, deep links, previews, and reusable screens with correct state ownership. USE WHEN building or refactoring SwiftUI screens/flows and you need concrete navigation, sheet, async-state, or component-composition guidance.
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    installs
95. ▌
    Windows Desktop E2e · sheshiyer

    E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation. USE WHEN writing or debugging desktop GUI tests, adding AutomationId/accessible names for testability, or running Windows desktop E2E in CI.
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    installs
96. ▌
    Cpp Coding Standards · sheshiyer

    C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
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97. ▌
    Documentation Lookup · sheshiyer

    Fetch up-to-date library and framework docs via Context7 MCP instead of training data. USE WHEN answering setup or config questions, API references, or code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
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    installs
98. ▌
    Google Workspace Ops · sheshiyer

    Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping to raw tool calls.
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    installs
99. ▌
    Hugging Face Trackio · sheshiyer bundle

    Track ML experiments with Trackio via Python logging, alerts, and CLI metric retrieval, syncing to Hugging Face Spaces dashboards. USE WHEN you want lightweight experiment-tracking dashboards for an ML training run.
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100. ▌
     Kotlin Ktor Patterns · sheshiyer

     Ktor server patterns: routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing. USE WHEN building Ktor HTTP servers or REST APIs, wiring Koin DI, configuring Auth/CORS/ContentNegotiation plugins, or writing Ktor integration tests.
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