LLM & Agents

Expert in storage agreements for storage lockers and ancillary storage space in commercial buildings (typically month-to-month, simplified terms). Use when tenant needs additional storage beyond leased premises, reviewing storage locker terms, negotiating storage rates and use restrictions, analyzing month-to-month vs fixed-term storage, evaluating storage-only agreements, or comparing storage agreements to full lease terms. Key terms include storage locker, ancillary storage space, month-to-month, storage-only use, no business operations, simplified rent structure, minimal services, as-is condition, short notice termination

AI Agent development specialist for Novel-Engine multi-agent system.

Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.

Creates a frontend controller action in Magento 2 for the storefront. Use when building custom frontend pages, AJAX endpoints, form submission handlers, or API-like endpoints for JavaScript.

Scans and refactors deprecated Magento 2 controller patterns to modern HTTP verb interfaces. Use when modernizing controllers that extend deprecated Action base class or need PHP 8.3+ compatibility.

Real-time asciinema recording backup to GitHub orphan branch with idle-based chunking and brotli archival. TRIGGERS - streaming backup, recording backup, asciinema backup, continuous recording, session backup, orphan branch recording, zstd streaming, chunked recording, real-time backup, github recording storage.

Optimize CLAUDE.md files and Skills for Claude Code CLI. Use when reviewing, creating, or improving system prompts, CLAUDE.md configurations, or Skill files. Transforms negative instructions into positive patterns following Anthropic's official best practices.

Orchestrate baselayer subagents for complex tasks. Defines available agents, their skills, and workflows for multi-agent scenarios. Load when coordinating work across agents, delegating tasks, or deciding which agent handles what.

Launches specialized Claude agents for targeted tasks. Analyzes requirements, selects appropriate agent, and executes with optimized configuration.

State-driven interactive animations with built-in state machines. Use when animations must REACT to user input (hover, click, drag), have multiple states/transitions, or respond to data values (progress bars, counters). Ideal for animated buttons, toggles, checkboxes, characters. For simple play/loop animations use Lottie instead.

This skill should be used when users need to generate ideas, explore creative solutions, or systematically brainstorm approaches to problems. Use when users request help with ideation, content planning, product features, marketing campaigns, strategic planning, creative writing, or any task requiring structured idea generation. The skill provides 30+ research-validated prompt patterns across 14 categories with exact templates, success metrics, and domain-specific applications.

Explain what this skill does and when Claude should use it. Include trigger keywords and use cases.

Validate datasets for Unsloth fine-tuning. Use when the user wants to check a dataset, analyze tokens, calculate Chinchilla optimality, or prepare data for training.

Analyze a specific directory (e.g. frontend/, backend/, e2e/) and generate .claude/rules/ markdown files for it. Use when asked to create rules, analyze a folder for Claude Code, or set up domain memory for a specific part of the codebase.

Run a comprehensive code quality review. Checks security, performance, maintainability, project conventions (CLAUDE.md), architecture, and testing. Runs rustfmt and bazel test. Use /quality to check code quality or validate before committing.

Router for systems thinking methodology - patterns, leverage points, archetypes, stocks-flows, causal loops, BOT graphs

This skill should be used when the model's ROLE_TYPE is orchestrator and needs to delegate tasks to specialist sub-agents. Provides scientific delegation framework ensuring world-building context (WHERE, WHAT, WHY) while preserving agent autonomy in implementation decisions (HOW). Use when planning task delegation, structuring sub-agent prompts, or coordinating multi-agent workflows.

Multi-model AI council for actionable project advice. Leverages Gemini 3 Flash and GPT-5.2 skills in parallel, then synthesizes through an Opus Judge for stage-appropriate, non-overkill recommendations. Use when seeking architectural guidance, code review synthesis, or implementation planning.

Validate markdown link portability in Claude Code skills and plugins. Use when checking links, validating portability, fixing broken links, absolute paths, relative paths, or before skill distribution. Ensures relative paths for cross-installation compatibility.

When calling LLM APIs from Python code. When connecting to llamafile or local LLM servers. When switching between OpenAI/Anthropic/local providers. When implementing retry/fallback logic for LLM calls. When code imports litellm or uses completion() patterns.