SpillwaveSolutions

Sets up and maintains a structured project memory system in docs/project_notes/ that tracks bugs with solutions, architectural decisions, key project facts, and work history. Use this skill to set up or update project memory, log bug fixes, and configure CLAUDE.md and AGENTS.md for memory awareness.

Generates PlantUML diagrams from text descriptions and converts them to PNG/SVG images. Use to create a diagram, generate PlantUML, convert puml to image, extract diagrams from markdown, or prepare markdown for Confluence. Supports all PlantUML diagram types including UML and non-UML like ER diagrams.

Build stateful AI agents and agentic workflows using LangGraph in Python. This covers tool-using agents with LLM-tool loops, branching workflows, conversation memory, human-in-the-loop oversight, and production monitoring, ideal for multi-step tasks and persistent conversations.

Manages JIRA issues, projects, and workflows using Atlassian MCP. Use when asked to "create JIRA ticket", "search JIRA", "update JIRA issue", "transition issue", "sprint planning", or "epic management".

This skill is used for creating professional software documentation, either from templates (greenfield) or by reverse-engineering existing code (brownfield). It also manages audits, format conversion, and diagram generation.

Comprehensive guidance for building and deploying static websites with the Astro framework. This skill should be used when asked to "create astro site", "deploy astro to firebase", "set up content collections", "add mermaid diagrams to astro", "configure astro i18n", "build static blog", or "astro markdown setup". Covers SSG fundamentals, Content Collections, Markdown/MDX, partial hydration, islan

Master enterprise-grade TypeScript development with type-safe patterns, modern tooling, and framework integration. This skill provides comprehensive guidance for TypeScript 5.9+, covering type system fundamentals (generics, mapped types, conditional types, satisfies operator), enterprise patterns (error handling, validation with Zod), React integration for type-safe frontends, NestJS for scalable

Plans, creates, and optimizes digital marketing campaigns, covering content strategy, social media, email marketing, SEO, and AI visibility (GEO). It generates UTM parameters, tracking URLs, and supports go-to-market strategies, campaign messaging, content calendars, and performance measurement.

Comprehensive Confluence documentation management. Use for tasks like uploading, downloading, creating, updating, searching, exporting, or publishing Confluence pages, converting Markdown to Wiki Markup, syncing documentation, or performing Confluence CQL queries. It also handles Wiki Markup conversion and Mermaid/PlantUML diagrams.

Build headless automation and agentic workflows with Google's Gemini CLI. Covers approval modes (default, auto_edit, yolo), file permission model, Edit vs WriteFile tool selection, smartEdit configuration, GEMINI.md context files, settings.json hierarchy, and MCP server integration. Use when building CI/CD pipelines with Gemini, debugging "0 occurrences found" edit failures, configuring --approval

AWS CLI v2 quick-reference for experienced developers, covering compute, storage, networking, security, and GitHub Actions CI/CD. Use for tasks like writing AWS commands, debugging access, setting up roles, or deploying to ECS.

Configures Claude Code permissions via natural language for CLI tools (git, gcloud, aws, kubectl, maven, gradle, npm, docker), project types (Rust, Java, TypeScript, Python), and file patterns, auto-detecting project types and researching unknown ones. Use when asked to configure permissions, enable git, allow docker, set up project permissions, apply a permission profile, or make files editable.

PostgreSQL development for Python with full-text search (tsvector, tsquery, BM25 via pg_search), vector similarity (pgvector with HNSW/IVFFlat), JSONB and array indexing, and production deployment. Use when creating search features, storing AI embeddings, querying vector similarity, optimizing PostgreSQL indexes, or deploying to AWS RDS/Aurora, GCP Cloud SQL/AlloyDB, or Azure. Covers psycopg2, psy

Debugging-first guidance for professional Docker development across CLI, Compose, Docker Desktop, and Rancher Desktop. Use when asked to "debug Docker", "troubleshoot containers", "fix Docker networking", "resolve volume permissions", or "Docker Compose issues", and when explaining cross-platform runtime behavior (Linux, macOS, Windows/WSL2) or Docker runtime architecture.

Grades and improves CLAUDE.md (Claude Code) and AGENTS.md (Codex/OpenCode) configuration files. Use when asked to grade, score, evaluate, audit, review, improve, fix, optimize, or refactor agent config files. Triggers on 'grade my CLAUDE.md', 'score my AGENTS.md', 'is my CLAUDE.md too big', 'improve my agent config', 'fix my CLAUDE.md', 'optimize context usage', 'reduce tokens in CLAUDE.md', or 'a

Comprehensive Firebase development guidance for GCP-hosted applications, covering Firestore operations, Cloud Functions, CLI, emulators, security rules, authentication, hosting, and GCP integration.

Generates compelling cover images and in-article illustrations for technical articles using the imagen CLI tool. It handles both high-impact conceptual covers and technical diagrams, incorporating prompt engineering best practices.

Industrial-strength NLP with spaCy 3.x for text processing and custom classifier training. Use when "installing spaCy", "selecting model for nlp" (en_core_web_sm/md/lg/trf), "tokenization", "POS tagging", "named entity recognition" (NER), "dependency parsing", "training TextCategorizer models", "troubleshooting spaCy errors" (E050/E941 model errors, E927 version mismatch, memory issues), "batch pr

This skill offers Git CLI operations, workflows, and automation for modern development, covering repositories, commits, branches, merging, rebasing, worktrees, submodules, and multi-repo architectures. It also includes parallel agent workflows, merge strategies, conflict resolution, and large repository optimization.