AI Engineering

Create Agent helps you create and document standing agent folders for repeatable workers. Use it when defining AGENTS.md guidance, worker boundaries, or a durable-job execution context.

Create Skill is used when adding, updating, splitting, or reviewing reusable orchestrator skills for repeated procedures. It also covers controlled self-improvement of the orchestrator by moving durable behaviors into skills.

Cross Agent Plan gets an independent implementation plan or critique from a different AI backend before you build. Use it when you want a second perspective on an approach or want to compare plans across agents.

Delegate hands a self-contained task to another AI agent peer on a chosen backend and tracks it through ask/ack. Use it when you want to offload work to a specific agent and follow the result to completion.

Delegation helps you hand work to a peer by choosing whether to reuse or spawn a fresh one, and by writing briefs for fixes, features, plans, or review. Use it when you need critique, parallel work, or a second opinion before merge.

Memory stores durable orchestrator lessons and stable preferences for future work. Use it when deciding whether to write, read, update, consolidate, or avoid memory versus board status, job state, session history, or project context.

Repowire Patterns explains how to use repowire primitives for agent coordination, including ask/ack, notify, broadcast, peer discovery, spawning, and cross-agent workflows. Use it when directing work between AI agents over repowire.

Auto Luhmann Numberer assigns, validates, and normalizes Luhmann-style codes for manuscripts, Obsidian folders, Mandala sections, and project-note exports. Use it to scan numbering, add stable IDs, and keep existing notes from being renumbered.

BIRD Book Deconstructor converts complex manuscript text into BIRD 2.1 knowledge nodes with Book Address, Knowledge Index, Routes, and Deep Links. Use it to split text for TheBrain, Excel, Roam, Obsidian, or to audit and migrate existing BIRD indexes.

Personal Athlete 81 Grid creates a 9x9 MandalArt plan for an athlete with one center goal, eight domains, and 64 action cells. Use it for athlete training grids, Ohtani-style 81宮格, and editable JSON/SVG/PNG-ready templates.

Readable Verilog Generator creates, reviews, annotates, repairs, and validates synthesizable Verilog-2001 RTL. Use it for readable module generation, existing-design analysis, semantic comments, testbench planning, and evidence-backed fixes.

Skill Creator helps you create new skills and refine existing ones for Claude. Use it when you want to define a skill’s behavior, trigger conditions, or instructions.