FastAPI projects need consistent patterns for routing, validation, security, data access, and deployment. This skill gives Claude, Codex, and Claude Code structured guidance for building and improving FastAPI services.

Library documentation can overwhelm AI context with broad results. This skill fetches Context7 docs and filters them into concise examples, signatures, and notes.

Teams often need file uploads that work across React UI, client code, and server routes. This skill gives Claude, Codex, and Claude Code structured S3 upload patterns with presigned URL workflows.

Teams need quick logo drafts that are ready for web use. This skill generates branded concepts and saves transparent PNG assets.

Website teams need polished image assets that match component size and format needs. This skill generates Replicate images, optionally removes backgrounds, and saves optimized WebP files.

Teams need fast visual assets that match a product style. This skill creates DALL-E prompts, runs a helper script, and saves images into project asset folders.

AI generation workflows can lose long jobs, files, and credit state. This skill guides a queued Replicate workflow with Inngest, S3 storage, and database status updates.

Custom agent files are easy to make incorrectly, which can cause vague behavior or excessive tool access. This skill guides Claude, Codex, and Claude Code users through focused agent definitions, prompts, and tool scoping.

Long chapter quizzes are hard to keep fair, complete, and consistent. This skill guides Claude, Codex, and Claude Code to build interactive quiz banks with balanced answers and review checks.

PDF work often requires extraction, conversion, and form completion across many files. This skill provides practical workflows and helper scripts for local PDF processing.

Large Nx workspaces can be hard to inspect, test, and change safely. This skill gives Claude, Codex, and Claude Code structured Nx workflows for graphs, affected tasks, generators, caching, and CI.

Teams need MCP servers that expose external services clearly and safely. This skill guides planning, implementation, testing, and evaluation for TypeScript and Python MCP projects.

Developers lose time reading full documentation pages when they need one focused answer. This skill retrieves Context7 documentation and filters it into concise examples, signatures, and notes.

Instructional code examples often fail because validation ignores learning context. This skill selects validation depth by teaching layer and reports actionable Python diagnostics.

Teams need clear patterns for connecting ChatKit conversations to real application actions. This skill provides architecture guides for Agents SDK, MCP wrappers, FastAPI services, and Next.js widgets.

Manual browser tasks slow down testing, research, and data collection. This skill connects Claude, Codex, and Claude Code to Playwright MCP for repeatable browser actions.

Broken or misleading links reduce trust in documents, websites, and support content. This skill checks URL status, redirects, context, and relevance for Claude, Codex, and Claude Code workflows.

Slow systems lose users and make capacity planning harder. This skill helps Claude, Codex, and Claude Code identify bottlenecks, improve performance, and design controlled load tests.

Network teams need clear guidance for architecture, routing, DNS, TLS, and performance problems. This skill provides structured references and troubleshooting workflows for common infrastructure tasks.

MCP setup can be hard to structure across tools, services, and authentication models. This skill helps users design clear server configurations, integration plans, and review checklists.