Skills

A working reference for embeddings, Python AI libraries, and core ML concepts — for RAG pipelines see RAG, for local model serving see Ollama, for AI-to-tool integration see MCP.

How an AI assistant is wired into Drupal: the direct-answer vs. agent-delegation flow, tool integration, and a working system prompt example.

A hands-on AWS CLI reference covering IAM, EC2, ECS, S3, RDS, Lambda, CodeBuild, monitoring, and cost optimization.

A practical guide to building a Claude Code subagent — choosing tools, model, scope, and the trigger description that makes the main session actually delegate to it.

A practical reference for connecting to, querying, indexing, and securing SQL and NoSQL databases.

A one-page reference for applying SOLID principles and classic design patterns in Drupal and PHP projects.

A trio of workflow skills — deploy, feature delivery, and tiny fixes — that scale the process to the size of the change.

A set of skills covering Drupal 11 module development, security review, and DDEV operations.

A working reference for everyday git — staging, committing, branching, merging, remotes, history, stashing, and how to undo changes without losing work.

A working reference for the Gitflow branching model — feature, release, and hotfix branches, the commands for each, and an honest note on when a simpler model fits better.

A skill for running parallel work on a git repository without conflicts, using isolated worktrees instead of stashing or switching branches.

A practical reference for installing, configuring, and deploying Hugo static sites.

A practical skill with kubectl and Helm commands for managing pods, deployments, services, and troubleshooting a Kubernetes cluster.

Six classes of attacks on LLM-backed apps and concrete defensive principles: why both the model’s input and output are untrusted, how to handle output safely, how to limit tool agency, and how to isolate untrusted data in the prompt.

A method reference for implementing or troubleshooting Model Context Protocol servers and clients — sessions, tools, resources, prompts, logging, and server info.

A reference for managing Node.js versions, npm, Express.js, package.json, debugging, and the Vite/Next.js/Nodemon toolchain.

A working reference for running Ollama locally: install commands, embedding model choices, client APIs, and a Docker Compose setup with optional GPU support.

A skill for running OWASP ASVS v5.0 security verification, mapped to concrete Drupal 11 APIs and configuration.

A practical PHP developer reference covering coding standards, testing, frameworks, security hardening, performance tuning, and deployment.

A practical Python reference covering core syntax, data science libraries, and workflow orchestration with runnable examples.

A working reference for building a RAG pipeline: chunking, dense/sparse/hybrid retrieval, reranking, an end-to-end example, and how to evaluate output quality.

A practical guide to authoring a reusable system prompt — the dimensions to define, a ‘You are…’ template, and a checklist for whether it will actually behave.

A practical ops reference for self-hosting Temporal on a VPS with Docker Compose — running the stack, the CLI, namespaces, workers, and single-host gotchas.

A practical TypeScript reference covering project setup, core and advanced types, the tsc CLI, module systems, decorators, error handling, and testing with Jest.