bouclem
- 636 skills
- 0 followers
- 7 repo stars
- 2 weeks ago last updated
- ▌ Iac Automation · bouclem bundleTerraform, Pulumi, CloudFormation, and infrastructure as code for data platforms
- ▌ Kubernetes · bouclemExpert in Kubernetes and DevOps with infrastructure-as-code and cloud-native patterns
- ▌ Serverless · bouclemServerless and microservices development guidelines covering FastAPI, cloud-native patterns, API gateways, and best practices for scalable serverless architectures.
- ▌ Alpine JS · bouclemAlpine.js development guidelines for lightweight reactive interactions with Tailwind CSS and various backend frameworks.
- ▌ Threejs Fundamentals · bouclemThree.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
- ▌ API Development · bouclem bundleFastAPI, REST APIs, GraphQL, data service design, and API best practices
- ▌ SEO Aeo Blog Writer · bouclemWrites long-form blog posts with TL;DR block, definition sentence, comparison table, and 5-question FAQ for SEO ranking and AEO citation. Activate when the user wants to write a blog post, article, or long-form content piece.
- ▌ SEO Content Auditor · bouclemAnalyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.
- ▌ Design Orchestration · bouclemOrchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.
- ▌ Legal Advisor · bouclemDraft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements.
- ▌ Cloud Platforms · bouclem bundleAWS, GCP, Azure data platforms, infrastructure as code, and cloud-native data solutions
- ▌ Trigger Dev · bouclemTrigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design.
- ▌ Npx CLI · bouclem bundleBuild and publish npx-executable CLI tools using Bun as the primary toolchain with npm-compatible output. Use when the user wants to create a new CLI tool, set up a command-line package for npx execution, configure argument parsing and terminal output, or publish a CLI to npm. Covers scaffolding, citty arg parsing, sub-commands, terminal UX, strict TypeScript, Biome + ESLint linting, Vitest testing, Bunup bundling, and publishing workflows. Keywords: npx, cli, command-line, binary, bin, tool, bun, citty, commander, terminal, publish, typescript, biome, vitest.
- ▌ Full Output Enforcement · bouclemUse when a task requires exhaustive unabridged output, complete files, or strict prevention of placeholders and skipped code.
- ▌ Frontend Design · bouclem bundleCreate distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics. Use when the user asks to build web components, pages, artifacts, posters, or applications, or when any design skill requires project context.
- ▌ Frontend Slides · bouclem bundleCreate stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files.
- ▌ Senior Frontend · bouclem bundleFrontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.
- ▌ Scraper Builder · bouclem bundleGuide AI agents to generate complete PageObject pattern web scraper projects using Playwright and TypeScript with Docker deployment. Supports agent-browser site analysis for automated selector discovery. Keywords: scraper, playwright, pageobject, web scraping, docker, typescript, data extraction, automation.
- ▌
- ▌ Senior Architect · bouclem bundleComplete toolkit for senior architect with modern tools and best practices.
- ▌ Risk Manager · bouclemMonitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses.
- ▌ Containerization · bouclem bundleDocker, Kubernetes, container orchestration, and cloud-native deployment for data applications
- ▌ Code Interpreter · bouclemTest and prototype code in a sandboxed environment. Use for debugging, verifying logic, or installing packages.
- ▌ Test Tagging · bouclemAnalyzes test suites and tags each test with a standardized set of traits (e.g., positive, negative, critical-path, boundary, smoke, regression). Use when the user wants to categorize, audit, or label tests with traits. Do not use for writing new tests, running tests, or migrating test frameworks.
- ▌ Vue Typescript · bouclemExpert in Vue.js TypeScript development with Vite, Pinia, and modern UI frameworks
- ▌ Systemverilog · bouclemSystemVerilog development guidelines for FPGA and ASIC design covering modular design, verification, and timing optimization.
- ▌ Threejs Postprocessing · bouclemThree.js post-processing - EffectComposer, bloom, DOF, screen effects. Use when adding visual effects, color grading, blur, glow, or creating custom screen-space shaders.
- ▌ Saas Multi Tenant · bouclemDesign and implement multi-tenant SaaS architectures with row-level security, tenant-scoped queries, shared-schema isolation, and safe cross-tenant admin patterns in PostgreSQL and TypeScript.
- ▌ Web Development · bouclemWeb development guidelines covering Bootstrap, Django, HTMX, and general web best practices
- ▌ Tailwind Design System · bouclem bundleBuild production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.
- ▌
- ▌ Quant Analyst · bouclemBuild financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.
- ▌ Matplotlib Best Practices · bouclemBest practices for Matplotlib data visualization, plotting, and creating publication-quality figures in Python
- ▌ Filter Syntax · bouclemReference data for test filter syntax across all platform and framework combinations: VSTest --filter expressions, MTP filters for MSTest/NUnit/xUnit v3/TUnit, and VSTest-to-MTP filter translation. DO NOT USE directly — loaded by run-tests, mtp-hot-reload, and migrate-vstest-to-mtp when they need filter syntax.
- ▌ Unity Ecs Patterns · bouclem bundleProduction patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst Compiler.
- ▌ JWT Security · bouclemGuidelines for implementing JWT authentication with security best practices for token creation, validation, and storage
- ▌ Stripe Integration · bouclemMaster Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds.
- ▌ Senior Fullstack · bouclem bundleComplete toolkit for senior fullstack with modern tools and best practices.
- ▌
- ▌ Industrial Brutalist UI · bouclemUse when creating raw industrial or tactical telemetry UIs with rigid grids, stark typography, CRT effects, and high-density data.
- ▌ Langchain Development · bouclemExpert guidance for LangChain and LangGraph development with Python, covering chain composition, agents, memory, and RAG implementations.
- ▌
- ▌ Incident Responder · bouclemExpert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.
- ▌
- ▌ Dotnet Pinvoke · bouclem bundleCorrectly call native (C/C++) libraries from .NET using P/Invoke and LibraryImport. Covers function signatures, string marshalling, memory lifetime, SafeHandle, and cross-platform patterns. USE FOR: writing new P/Invoke or LibraryImport declarations, reviewing or debugging existing native interop code, wrapping a C or C++ library for use in .NET, diagnosing crashes, memory leaks, or corruption at the managed/native boundary. DO NOT USE FOR: COM interop, C++/CLI mixed-mode assemblies, or pure managed code with no native dependencies.
- ▌
- ▌ Typescript · bouclemExpert in TypeScript development with best practices for type safety and clean code
- ▌
- ▌ Production Audit · bouclemAudit a shipped repo for production-readiness gaps across RLS, webhooks, secrets, grants, Stripe idempotency, mobile UX, and deployment health.
- ▌ Red Team Tools · bouclemImplement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting. Automate common tasks while maintaining thorough coverage of attack surfaces.
- ▌ Backend Development · bouclemGuidelines for backend development in C++ and Elixir/Phoenix, covering modern language features, best practices, and production-ready patterns.
- ▌ Payment Integration · bouclemIntegrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.
- ▌ Websocket Development · bouclemBest practices and guidelines for building real-time applications with WebSocket communication
- ▌ Browser Automation · bouclemWeb browser automation for tasks requiring UI interaction, login-protected pages, or human-like browsing when APIs are insufficient.
- ▌ SEO Aeo Content Cluster · bouclemBuilds a topical authority map with a pillar page, prioritised cluster articles, content types, internal link map, and content gap analysis. Activate when the user wants to build a content cluster, topic map, or content strategy.
- ▌ Llamaindex Development · bouclemExpert guidance for LlamaIndex development including RAG applications, vector stores, document processing, query engines, and building production AI applications.
- ▌ Launch Strategy · bouclemYou are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and convert interest into users.
- ▌ Product Manager · bouclemSenior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.
- ▌ Git Version Control · bouclem bundleGit workflows, branching strategies, collaboration, and code management
- ▌ Testing Quality · bouclem bundlepytest, data validation, Great Expectations, and quality assurance for data systems
- ▌ NPM Package · bouclem bundleBuild and publish npm packages using Bun as the primary toolchain with npm-compatible output. Use when the user wants to create a new npm library, set up a TypeScript package for publishing, configure build/test/lint tooling for a package, fix CJS/ESM interop issues, or publish to npm. Covers scaffolding, strict TypeScript, Biome + ESLint linting, Vitest testing, Bunup bundling, and publishing workflows. Keywords: npm, package, library, publish, bun, bunup, esm, cjs, exports, typescript, biome, vitest, changesets.
- ▌ Academic Paper Reviewer · bouclem bundleMulti-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.
- ▌ Wikipedia Like Writing · bouclemHelps an AI assistant write, structure, and edit articles in the encyclopedic style of Wikipedia — neutral tone, lead section, summary style, inline citations, no peacock/weasel/persuasive language, and the stub→FA quality ladder. Also covers Simple English Wikipedia rules. MADE BY SQERSTERS
- ▌ Frontend UI Dark TS · bouclemA modern dark-themed React UI system using Tailwind CSS and Framer Motion. Designed for dashboards, admin panels, and data-rich applications with glassmorphism effects and tasteful animations.
- ▌ SEO Aeo Internal Linking · bouclemMaps internal link opportunities between pages with anchor text, placement instructions, orphan page detection, and cannibalization checks. Activate when the user wants to build an internal linking strategy or find link opportunities.
- ▌ SEO Aeo Keyword Research · bouclemResearches and prioritises SEO keywords with AEO question queries, difficulty tiers, cannibalization checks, and a content map. Activate when the user wants to find keywords, research search terms, or build a keyword strategy.
- ▌ SEO Aeo Schema Generator · bouclemGenerates valid JSON-LD structured data for 10 schema types with rich result eligibility validation and implementation-ready script blocks. Activate when the user wants to generate schema markup, JSON-LD, or structured data for any page.
- ▌ Scikit Learn Best Practices · bouclemBest practices for scikit-learn machine learning, model development, evaluation, and deployment in Python
- ▌ Career Growth · bouclem bundlePortfolio building, technical interviews, job search strategies, and continuous learning
- ▌ App Store Changelog · bouclem bundleGenerate user-facing App Store release notes from git history since the last tag.
- ▌ Minecraft Modding · bouclem bundleFull-stack Minecraft mod development skill for both NeoForge (1.21+) and Fabric (1.21+). Scaffolds new mods, adds custom blocks, items, entities, recipes, commands, GUIs, dimensions, and data generation. Knows the NeoForge DeferredRegister + event-bus system and the Fabric Registry + ModInitializer system. Use when the user asks to create a Minecraft mod, add a feature to an existing mod, fix a mod bug, generate JSON assets/data, or migrate between modding platforms. Prefer NeoForge unless the user specifies Fabric or Multiloader.
- ▌ Minecraft Testing · bouclem bundleWrite automated tests for Minecraft mods and plugins for 1.21.x. Covers NeoForge GameTests (@GameTest annotation, GameTestHelper assertions, test structure placement), Fabric game tests (fabric-gametest-api-v1), unit testing non-Minecraft logic with JUnit 5, MockBukkit for Paper/Bukkit plugin testing (mock server, mock player, event dispatching, inventory checking), integration testing with a test server via Gradle, and GitHub Actions CI workflows that run GameTests headlessly. Includes patterns for mocking registries, testing event handlers, testing commands, and test-driven development for Minecraft projects. Use when the user asks about testing Minecraft mods or plugins, writing GameTests, setting up MockBukkit, or configuring CI for Minecraft projects.
- ▌ Unity AI Game Creator · bouclemTransform raw game ideas into complete Unity projects with AI-powered asset generation, scene blueprints, music/SFX prompts, and step-by-step development procedures using Unity 6+ and modern AI tools.
- ▌ Python Packaging · bouclem bundleComprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.
- ▌ Red Team Tactics · bouclemRed team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
- ▌ Reverse Engineer · bouclemExpert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.
- ▌ API Design Principles · bouclem bundleMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.
- ▌ Architecture Patterns · bouclem bundleMaster proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.
- ▌ It Manager Pro · bouclem bundleElite IT Management Advisor specializing in data-driven strategy, executive communication, and human-centric leadership for the 2026 digital era.
- ▌ Marketing Ideas · bouclemProvide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system.
- ▌ Sales Automator · bouclemDraft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing.
- ▌ Error Detective · bouclemSearch logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes.
- ▌ Simplify Code · bouclemReview a diff for clarity and safe simplifications, then optionally apply low-risk fixes.
- ▌ Assertion Quality · bouclemAnalyzes the variety and depth of assertions across .NET test suites. Use when the user asks to evaluate assertion quality, find shallow testing, identify assertion-free tests (no assertions or only trivial ones like Assert.IsNotNull), flag self-referential or tautological assertions (output equals input on identity/round-trip operations), measure assertion coverage diversity, or audit whether tests verify different facets of correctness. Produces metrics and actionable recommendations. Works with MSTest, xUnit, NUnit, TUnit. DO NOT USE FOR: writing new tests (use writing-mstest-tests), other anti-patterns like flakiness or duplication (use test-anti-patterns), or fixing assertions.
- ▌ Coverage Analysis · bouclem bundleProject-wide code coverage and CRAP (Change Risk Anti-Patterns) score analysis for .NET projects. Calculates CRAP scores per method and surfaces risk hotspots — complex code with low coverage that is dangerous to modify. Use to diagnose why coverage is stuck or plateaued, identify what methods block improvement, or get project-wide coverage analysis with risk ranking. USE FOR: coverage stuck, coverage plateau, can't increase coverage, what's blocking coverage, coverage gap, CRAP scores, risk hotspots, where to add tests, coverage analysis, coverage report. DO NOT USE FOR: targeted single-method CRAP analysis (use crap-score), writing tests, running tests without coverage, or troubleshooting test execution (use run-tests).
- ▌ Test Gap Analysis · bouclemPerforms pseudo-mutation analysis on .NET production code to find gaps in existing test suites. Use when the user asks to find weak tests, discover untested edge cases, check if tests would catch a bug, or evaluate test effectiveness through mutation-style reasoning. Analyzes production code for mutation points (boundary conditions, boolean flips, null returns, exception removal, arithmetic changes) and checks whether existing tests would detect each mutation. Works with MSTest, xUnit, NUnit, and TUnit. DO NOT USE FOR: writing new tests (use writing-mstest-tests), detecting test anti-patterns (use test-anti-patterns), measuring assertion diversity (use assertion-quality), or running actual mutation testing tools.
- ▌ Building Native UI · bouclemComplete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
- ▌ Minecraft Datapack · bouclem bundleCreate, edit, and debug Minecraft vanilla datapacks for 1.21.x. Covers the full datapack format: pack.mcmeta, function files (.mcfunction), advancements, predicates, loot tables, item modifiers, recipe overrides, tags, damage types, dimension types, worldgen overrides, and structure sets. Handles function syntax, execute command chains, macro functions (1.20.2+), storage NBT, scoreboard operations, advancement triggers, pack format numbers, and /reload workflow. No Java or mod loader required — pure vanilla JSON and .mcfunction files. Use when creating or editing Minecraft datapacks, writing .mcfunction files, configuring loot tables or advancements, or any vanilla datapack development that does not need mod loaders.
- ▌ Minecraft Imagegen · bouclem bundleGenerate Minecraft-focused raster assets with Codex's built-in image generation tool, including pack icons, promo art, concept textures, thumbnails, server banners, and UI mockups. Use when the deliverable should be a bitmap image rather than JSON models, SVG, or code-native assets.
- ▌ Design Taste Frontend · bouclemUse when building high-agency frontend interfaces with strict design taste, calibrated color, responsive layout, and motion rules.
- ▌ Code Testing Agent · bouclem bundleGenerates and writes new unit tests for any programming language using a Research-Plan-Implement pipeline. Use when asked to generate tests, write unit tests, add tests, improve test coverage, create test project, achieve high coverage, comprehensive tests, or asked to scaffold a new test project for an app, service, or library. Supports C#, TypeScript, JavaScript, Python, Go, Rust, Java, and more. Orchestrates the code-testing-generator sub-agent through research, planning, and implementation phases so tests compile, pass, and follow project conventions. DO NOT USE FOR: running existing tests or test filters (use run-tests); diagnosing coverage plateaus or project-wide coverage/CRAP analysis without writing tests (use coverage-analysis); targeted method/class CRAP scores (use crap-score); MSTest assertion guidance, MSTest test pattern modernization, or fixing existing MSTest test code (use writing-mstest-tests).
- ▌ Platform Detection · bouclemReference data for detecting the test platform (VSTest vs Microsoft.Testing.Platform) and test framework (MSTest, xUnit, NUnit, TUnit) from project files. DO NOT USE directly — loaded by run-tests, mtp-hot-reload, and migrate-vstest-to-mtp when they need detection logic.
- ▌ Test Anti Patterns · bouclemDetection-focused review of .NET test code for anti-patterns that undermine reliability and diagnostic value. USE FOR: audit test quality, review test code, find test anti-patterns, tests pass but don't verify anything, flaky tests, ordering dependency, duplicate tests, magic values, missing/no assertions, swallowed exceptions, always-true assertions, over-mocking, test coupling, coverage touching, coverage inflation. DO NOT USE FOR: writing new tests (use writing-mstest-tests), direct MSTest API rewrites or implementation-only fixes such as swapped Assert.AreEqual argument order, running tests (use run-tests), migrating between frameworks (use migration skills), deep formal audit based on academic test smell taxonomy (use test-smell-detection).
- ▌ Expo Cicd Workflows · bouclemHelps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help with EAS build pipelines or deployment automation.
- ▌ Expo Tailwind Setup · bouclemSet up Tailwind CSS v4 in Expo with react-native-css and NativeWind v5 for universal styling
- ▌ Javascript Pro · bouclemMaster modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.
- ▌ Kotlin Development · bouclemKotlin development guidelines with best practices for clean code, naming conventions, function design, and data handling
- ▌ Pydantic Models Py · bouclemCreate Pydantic models following the multi-model pattern for clean API contracts.
- ▌ Python Programming · bouclem bundleMaster Python fundamentals, OOP, data structures, async programming, and production-grade scripting for data engineering
- ▌ Uv Package Manager · bouclem bundleComprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project management and dependency workflows.