Skills for your AI
Builds, refactors, explains, and debugs Python AI applications using Semantic Kernel, following official docs and samples. Use when creating a Semantic Kernel project, updating outdated SK code, explaining SK concepts like plugins or memory, debugging SK error
This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture diagrams", "analyze dependencies", "choose a database", "plan for scalability", "make technical decisions", or "review syst
Find which APIs of a project's pinned Python dependencies changed after the model's training cutoff, where the code uses them, and write short AGENTS.md or CLAUDE.md notes.
Validate, test, and score the quality of skills within the claude-skills ecosystem. Comprehensive meta-skill: structure validation, Python script testing (syntax + imports + runtime + output format), multi-dimensional quality scoring with letter grades and tie
Builds, reviews, and deploys Slack apps using @slack/bolt, the Slack Web API, and Block Kit, covering app scaffolding, code review, OAuth V2 setup, Block Kit UI design, and architecture guidance. Use when the user asks to create a Slack bot or app, review Slac
Designs and documents software architecture from requirements through deployment, covering requirements analysis, component design, data modeling, technology selection, security, integration, and architecture style adoption. Use when the user provides system d
Provides structured debugging support covering root cause analysis, error message interpretation, execution tracing, test design, refactoring, code review, performance optimization, team communication, and debugging documentation. Use when a user shares a bug,
Designs and refines IT system architectures across requirements, analysis, technology selection, documentation, risk, scalability, integration, compliance, high availability, and modern patterns. Use when a consultant needs architecture analysis, options, plan
Improves code quality, security, and design through test-driven refactoring while keeping tests green and GitHub issues compliant. Use when refactoring code, hardening security, improving architecture, or verifying acceptance criteria against a linked GitHub i
Scan codebases for technical debt, score severity, track trends, and generate prioritized remediation plans. Use when users mention tech debt, code quality, refactoring priority, debt scoring, cleanup sprints, or code health assessment. Also use for legacy cod
Builds and enhances developer tools including CLIs, code generators, build tools, IDE extensions, and language servers. Use when a user describes a workflow pain point, needs a new tool designed or implemented, wants a plugin architecture, or needs a tool pack
Builds, debugs, and optimizes production-ready TypeScript MCP servers with the official SDK. Use when scaffolding a new MCP server project, implementing tools/resources/prompts, configuring stdio or HTTP transports, debugging transport or schema errors, adding
Provides Unity game development guidance in C# scripting, engine features, game systems architecture, graphics, mobile, cross-platform builds, and performance optimization. Use when working on Unity 2022.3 LTS+ projects, debugging scripts, designing game syste
Builds and optimizes Unreal Engine games with C++ and Blueprint across architecture, rendering, multiplayer, performance, and editor tooling. Use when working on Unreal Engine project code, Blueprints, materials, replication, profiling, platform builds, or UE5
Advises web developers on version control best practices across branching, commits, code review, conflicts, tagging, reverting, workflows, repository organization, CI/CD, VCS selection and backup. Use when a developer asks how to structure branches, write comm
Guides software engineers through version control workflows including branching, merging, tagging, CI/CD, security, and migration. Use when the user asks about branching strategies, merge conflicts, release tagging, repository automation, code review integrati
Interprets web errors, analyzes stack traces, reviews and refactors code, troubleshoots application issues, plans testing and debugging, and guides Git and documentation work. Use when a developer pastes an error, stack trace, or code snippet, or asks for trou
Refactors code using Clean Code and SOLID principles, analyzing smells, explaining improvements, and transforming code on request. Use when the user asks to refactor, review, or clean up code, wants SOLID or design pattern guidance, or asks to learn Clean Code
Develops consistent, immersive fictional worlds for scriptwriters through structured brainstorming of geography, cultures, magic, creatures, history, language, technology, politics, religion, and architecture. Use when a writer needs a starting world concept,
Runs a full git workflow — stage, commit, push, and open a draft GitHub pull request — after verifying prerequisites and repository state. Use when the user explicitly asks to "yeet" or to stage, commit, push, and open a PR for their changes.
Guides Zarr Python array creation, chunking, compression, storage backends, and group hierarchies with code examples and best practices. Use when creating or configuring Zarr arrays, reading/writing or appending data, choosing chunk shapes or codecs, setting u
Searches the ZINC repository of 230M+ purchasable compounds by ZINC ID, SMILES, supplier code, or similarity, and samples random subsets for virtual screening. Use when the user needs compound details, analogs of a hit, a docking library, or bulk retrieval of
Expert code reviewer that catches bugs, security issues, performance problems, and design flaws with actionable fix suggestions.
Onboard a developer to a repository using Ontoly graph summaries. Use when asked to explain a new codebase, identify entrypoints, map packages, or suggest first files to inspect.
