jcorpac
- 108 skills
- 0 followers
- 11 hours ago last updated
- ▌ Git Branching Flow · jcorpacChoosing and implementing the right collaboration strategy for your team's development speed.
- ▌ Git History Polish · jcorpacAdvanced techniques for cleaning up and organizing your local history before pushing to a shared repository.
- ▌ Ml Nlp Transformers · jcorpacProfessional workflows for modern Natural Language Processing using Transformer architectures.
- ▌ Rs Error Excellence · jcorpacIdiomatic patterns for robust, transparent, and recoverable error handling in Rust.
- ▌ Sec Config Auditor · jcorpacReview infrastructure and deployment configuration files (Docker, Kubernetes, NGINX, Cloud IAM) for Security Misconfigurations (A02:2025) and Logging Failures (A09:2025).
- ▌ Tdd Test Generator · jcorpac bundleAutomatically generates test boilerplate, edge cases, and unit tests based on function specifications.
- ▌ UI Asset Generation · jcorpacGenerate cohesive, high-fidelity art assets tailored for visual UI ecosystems.
- ▌ UI Lcars Components · jcorpacCSS patterns for creating the iconic pill buttons, data bars, and sweeping elbows of the Star Trek LCARS interface.
- ▌ UI Responsive Grids · jcorpacAdvanced CSS Grid and Flexbox techniques for layouts that adapt seamlessly to any device.
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- ▌ Ds Notebook Refactor · jcorpacBridging the gap between exploratory Jupyter notebooks and production-ready Python modules.
- ▌ Flask Foundations · jcorpac bundleProfessional application architecture using the Factory Pattern and Blueprints in Flask.
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- ▌ Sec Threat Modeling · jcorpacGuide users through threat-modeling exercises (like STRIDE) during the design phase to identify and mitigate A06:2025 Insecure Design vulnerabilities before code is written.
- ▌ Tdd Automation Flow · jcorpacOptimizing the developer feedback loop with automated testing triggers and watchers.
- ▌ Tdd Refactor Expert · jcorpacGuidance and checklists for the Refactor phase of TDD, ensuring clean code without breaking tests.
- ▌ UI Accessibility Pro · jcorpacMastering semantic HTML and ARIA to build inclusive web experiences for everyone.
- ▌ UI Figma Integration · jcorpacExtract and map visually beautiful layouts directly from Figma APIs or wireframes.
- ▌ UI Lcars Foundations · jcorpacCore design system and layout principles for replicating the Star Trek LCARS graphical interface.
- ▌ UI Portfolio Theming · jcorpacDesigning premium, high-readability documentation and portfolio themes.
- ▌ Doc Changelog Keeper · jcorpac bundleMaintaining human-readable, professional version histories using "Keep A Changelog" principles.
- ▌ Ds Polars Performance · jcorpacHigh-performance data processing using the Rust-based Polars library.
- ▌ Git Hooks Automation · jcorpacUsing client-side Git hooks to automate testing and linting before code is shared.
- ▌ Git Tagging Releases · jcorpacManaging software versions and releases using Semantic Versioning (SemVer) and Git tags.
- ▌ MCP Fastmcp Patterns · jcorpacRapidly building production-grade MCP servers using the FastMCP framework.
- ▌ Meta Skill Importer · jcorpac bundleAutomated workflows for importing and adapting external skills from third-party repositories (e.g., Google Gemini Skills) into your local library.
- ▌ Ml Serving Frameworks · jcorpacDeploying models as high-performance, scalable microservices using specialized serving frameworks.
- ▌ Gh Pages Foundations · jcorpacConfiguring and managing static hosting for documentation and portfolios.
- ▌ Py Performance Tuning · jcorpacAdvanced techniques for profiling and optimizing Python code for speed and memory.
- ▌ Sec Dependency Audit · jcorpacSystematically audit project dependencies and CI/CD pipelines for supply chain vulnerabilities to mitigate A03:2025 Software Supply Chain Failures.
- ▌ Tdd Property Testing · jcorpacUsing generative testing to explore large input spaces and find obscure bugs.
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- ▌ Ds Experiment Tracking · jcorpacPatterns for maintaining reproducibility in machine learning experiments.
- ▌ Ds Feature Engineering · jcorpacAdvanced strategies for creating model-ready features while avoiding data leakage.
- ▌ Flask Auth Security · jcorpac bundleImplementing professional session-based and token-based authentication.
- ▌ Ml Supervised Patterns · jcorpacProfessional patterns for supervised learning pipelines, including classification and regression.
- ▌ Sec Owasp Code Review · jcorpacPerform targeted static application security testing (SAST) focused on the OWASP Top 10 (2025). Acts as a security reviewer scanning for anti-patterns like concatenated SQL queries, missing authorization checks, hardcoded secrets, and weak hashing algorithms.
- ▌ Tdd Mocking Isolation · jcorpac bundleTechniques for isolating units under test using mocks, stubs, and fakes.
- ▌ UI JS Modular Patterns · jcorpacScalable, maintainable, and framework-agnostic JavaScript logic for modern web applications.
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- ▌ MCP Server Foundations · jcorpac bundleUnderstanding the architecture, lifecycle, and transports of the Model Context Protocol (MCP).
- ▌ MCP Testing Frameworks · jcorpacAutomated testing strategies for verifying MCP server logic and tool integration.
- ▌ Meta Agentic Chunking · jcorpacBreaking complex tasks into discrete sub-steps with isolated context for maximum precision.
- ▌ Ml Feature Store Basics · jcorpacDecoupling feature engineering from model logic to ensure consistency between training and serving.
- ▌ Ops Docker Foundations · jcorpacMastering the container lifecycle and professional Dockerfile creation.
- ▌ UI Dynamic Interactions · jcorpacCrafting engaging animations and transitions that make an interface feel responsive and alive.
- ▌ Git Conventional Naming · jcorpacImplementing the Conventional Commits specification for structured and machine-readable commit messages.
- ▌ Untracked Templates · jcorpacCommitting template files to git while ignoring subsequent local mutations using the assume-unchanged flag.
- ▌ MCP Deployment Registry · jcorpacPackaging, distributing, and connecting MCP servers to production environments.
- ▌ MCP Security Sandboxing · jcorpacImplementing safe tool execution, resource isolation, and access control in MCP servers.
- ▌ Meta Context Budgeting · jcorpacTechniques for managing the context window limit in long-running AI agents.
- ▌ Meta MCP Dynamic Tools · jcorpacUsing the Model Context Protocol to dynamically manage agent capabilities and context.
- ▌ Ml Hyperparameter Tuning · jcorpacSystematically finding the optimal model configuration to maximize performance.
- ▌ Ml Training Abstractions · jcorpacMastering high-level frameworks like PyTorch Lightning and Keras to simplify ML development.
- ▌ Ops Docker Optimization · jcorpacTechniques for creating tiny, fast, and secure production-grade images.
- ▌ Fastmcp Stdio Proxy · jcorpacTechniques for running FastMCP over stdio within detached Docker containers and proxying to peer containers.
- ▌ Ops Github Actions Cicd · jcorpacProfessional automation for testing, linting, and deployment using GitHub Actions.
- ▌ API Firebase Foundations · jcorpacCore setup, initialization, and configuration for Firebase projects.
- ▌ Doc Mermaid Architecture · jcorpacGenerate Lunar-Approved technical specifications through robust Mermaid.js diagrams.
- ▌ Flask Data Persistence · jcorpacProfessional database management with SQLAlchemy and Flask-Migrate.
- ▌ Flask Forms Validation · jcorpacSecurely handling user input using Flask-WTF and robust validation patterns.
- ▌ Flask Templating Jinja · jcorpacMastering server-side rendering with Jinja2 layouts, macros, and filters.
- ▌ Flask Testing Patterns · jcorpacRigorous testing of Flask applications using Pytest and professional mocking strategies.
- ▌ Directory Federation · jcorpacArchitecting MCP routers as zero-execution metadata directories to offload tool execution onto the client.
- ▌ Gh Actions Static Deploy · jcorpacAutomating the build and deployment of static sites on every push.
- ▌ Rs Zero Cost Abstractions · jcorpacLeveraging Rust's advanced type system to build powerful abstractions without runtime overhead.
- ▌ Sec Zap Dast Integration · jcorpacAssistance with setting up, running, and parsing results from OWASP ZAP (Zed Attack Proxy) for Dynamic Application Security Testing to discover runtime vulnerabilities like misconfigurations and injection flaws.
- ▌ UI Component Architecture · jcorpacA blueprint for building reusable, encapsulated UI components using Vanilla JavaScript.
- ▌ Flask Assets Management · jcorpacProfessional pipelines for CSS, JS, and image management in Flask applications.
- ▌ Fastmcp Threading · jcorpacRunning Flask web servers concurrently with FastMCP standard I/O blocking event loops.
- ▌ Meta Recursive Discovery · jcorpacEnabling agents to autonomously search for and adopt new specialized skills.
- ▌ Ml Experiment Tracking Pro · jcorpacRigorous tracking of parameters, metrics, and artifacts for reproducible machine learning.
- ▌ Ml Unsupervised Clustering · jcorpacDiscovering patterns in unlabeled data using clustering and dimensionality reduction.
- ▌ Tdd Architecture Patterns · jcorpacDesigning testable software systems using established architectural patterns.
- ▌ API Confluence Integration · jcorpacStandardize and push strictly documented technical specs to Confluence.
- ▌ Ds Presentation Storyteller · jcorpacPrinciples for creating narrative-driven, presentation-ready Jupyter notebooks for stakeholders.
- ▌ Ml Deep Learning Foundations · jcorpacBuilding and training neural networks using modern deep learning frameworks.
- ▌ Ops Docker Networking Volumes · jcorpacManaging persistent data and complex service-to-service communication.
- ▌ Ops Docker Security Hardening · jcorpacProfessional strategies for securing containerized applications.
- ▌ Sec Input Validation Generator · jcorpacGenerate strict input validation, type-checking, and sanitization code using modern libraries to address Injection (A05:2025) and Integrity Failures (A08:2025).
- ▌ Ops Docker Compose Orchestration · jcorpacManaging multi-container applications and local development environments.
- ▌ Doc API Auto · jcorpacProfessional API documentation strategies using docstrings, OpenAPI, and automated generators.
- ▌ Ds Eda Expert · jcorpac bundleSystematic Exploratory Data Analysis (EDA) patterns to uncover insights and data quality issues early.
- ▌ Skill Author · jcorpac bundleComprehensive guide and automation for creating, maintaining, and packaging AI skills within the skills library. Use when adding new skills or updating existing ones to ensure they meet repository standards and are correctly packaged for distribution.
- ▌ Py Asyncio Flow · jcorpacMastering asynchronous programming patterns for high-concurrency Python applications.
- ▌ MCP Tool Design · jcorpac bundleEngineering robust, self-describing, and error-resilient tools for AI models.
- ▌ Template Skill · jcorpac bundleA template skill demonstrating the required structure and metadata for a skill package.
- ▌ Ml Ops Pipelines · jcorpacOrchestrating the end-to-end Machine Learning lifecycle with robust, reproducible pipelines.
- ▌ Py Packaging Pro · jcorpacModern standards for professional Python project configuration, dependency management, and distribution.
- ▌ Rs Memory Safety · jcorpacDeep dive into Rust's core promise: memory safety without a garbage collector via ownership and lifetimes.
- ▌ Tdd Bdd Gherkin · jcorpac bundleUsing behavior-driven development and Gherkin syntax to align business goals with technical tests.
- ▌ Doc Inline Clean · jcorpacGuidelines for writing self-documenting code and knowing when (and how) to use comments.
- ▌ Ds Data Wrangling · jcorpacProfessional data cleaning, transformation, and pipeline optimization patterns using Pandas.
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- ▌ Sec Fuzz Testing · jcorpacDiscover edge cases and vulnerabilities through randomized input/fuzz testing campaigns.
- ▌ API Firebase Auth · jcorpacPatterns for implementing secure user authentication with Firebase Auth.
- ▌ Doc Adr Architect · jcorpac bundleDocumenting significant architectural decisions to preserve project context and evolution.
- ▌ Doc Readme Master · jcorpac bundleGuidelines and templates for crafting high-impact project READMEs that ensure great first impressions.
- ▌ Git Github Master · jcorpacProfessional strategies for publishing, collaborating, and managing repositories on GitHub.
- ▌ Ml RAG Foundations · jcorpacComprehensive guide to building Retrieval-Augmented Generation (RAG) applications by combining specific library skills.