LLM & Agents

Fundamental reading and writing capability for the OCTAVE format. Inject this to give an agent basic structural competence without the overhead of full architectural specifications. Triggers on: octave format, write octave, octave syntax, structured output.

Rope-first workflow for ANY mechanical Python rename/move (functions/methods/classes/variables/modules/packages), updating imports/references via scripts/rope_refactor.py; use even for small renames; only fallback if rope fails/dynamic imports.

Use when developing WordPress plugins: architecture and hooks, activation/deactivation/uninstall, admin UI and Settings API, data storage, cron/tasks, security (nonces/capabilities/sanitization/escaping), and release packaging.

Create, manage, and cleanup git worktrees with Claude Code agents across all projects. USE THIS SKILL when user says "create worktree", "spin up worktrees", "new worktree for X", "worktree status", "cleanup worktrees", or wants parallel development branches. Handles worktree creation, dependency installation, validation, agent launching in Ghostty, and global registry management.

Use when building NuxtHub v0.10 applications - provides database (Drizzle ORM with sqlite/postgresql/mysql), KV storage, blob storage, and cache APIs. Covers configuration, schema definition, migrations, multi-cloud deployment (Cloudflare, Vercel), and the new hub:db, hub:kv, hub:blob virtual module imports.

Functional mythological compression for OCTAVE documents. Semantic shorthand for LLM audiences, not prose decoration. Activates 60-70% compression with 88-96% zero-shot comprehension. Triggers on: mythology, archetype, SISYPHEAN, ICARIAN, semantic compression, evidence-based.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Optimize cloud storage across AWS S3, Azure Blob, and GCP Cloud Storage with compression, partitioning, lifecycle policies, and cost management.

Expert guide for Kaggle 5-Day AI Agents Intensive course materials (Day 1-5), VaaS capstone project, Google ADK, A2A protocol, multi-agent systems, and competition submission. Use when user asks about agent architectures, tools, memory, evaluation, A2A communication, VaaS business model, or capstone implementation.

Skill testing methodology - run scenarios without skill (RED), observe failures, write skill (GREEN), close loopholes (REFACTOR).

Multi-model AI consultation and research. Supports CONSULTATION MODE (ask single expert), RESEARCH MODE (parallel multi-agent), or DELIBERATION MODE (agents debate and refine). USE WHEN user says 'ask gemini', 'consult codex' (consultation), 'do research' (research), or 'deliberate on' (deliberation).

Write comprehensive unit tests with high coverage using testing frameworks like Jest, pytest, JUnit, or RSpec. Use when writing tests for functions, classes, components, or establishing testing standards.

name: octave-literacy

name: octave-mastery

Development cycle feedback system - calculates assertiveness scores, analyzes prompt quality for all agents executed, aggregates cycle metrics, performs root cause analysis on failures, and generates improvement reports to docs/feedbacks/cycle-{date}/.

Parallel lint fixing pattern - runs lint checks, groups issues into independent streams, and dispatches AI agents to fix all issues until the codebase is clean.

Agent testing methodology - run agents with test inputs, observe outputs, iterate until outputs are accurate and well-structured.

5 specialist operations agents for platform engineering, incident response, cloud cost optimization, infrastructure architecture, and security operations. Dispatch when you need production operations expertise.

Mandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents, don't operate directly) and skill discovery workflow for every conversation.

Token-efficient codebase exploration using RepoPrompt CLI. Use when user says "use rp to..." or "use repoprompt to..." followed by explore, find, understand, search, or similar actions.