limerickgds

Universal release workflow. Auto-detects version files and changelogs. Supports Node.js, Python, Rust, Claude Plugin, and generic projects. Use when user says "release", "发布", "new version", "bump version", "push", "推送".

A cybernetics × AI agent seminar skill. Grounded in *Cybernetics and Scientific Methodology* (Jin Guantao) and Wienerian cybernetics, it analyzes how cybernetic principles inform modern AI agent R&D, architecture review, and design guidance. Trigger when users mention cybernetics, feedback control, agent architecture, systems theory, black-box methods, negative feedback, positive feedback, agent d

A double-loop learning execution review skill. Reviews the execution history after a task is completed and turns it into a concise retrospective, handoff, or improvement memo. Use this whenever a coding, writing, research, planning, debugging, or operational task has just finished; whenever files, commands, tests, or deliverables were produced; whenever the user asks to summarize what was done, re

Use when users want to commit changes, improve a commit message, split mixed changes into logical commits, clean up recent local history, remove accidentally committed files, squash or reword recent local commits, or generally sort out a local Git mess before review or a PR.

A Socratic thinking mirror and logic auditor. Helps users discover cognitive blind spots, identify logical fallacies, and challenge fixed assumptions through precise questioning and structured deconstruction. Trigger when users share ideas or thoughts, answer reflective questions, explain their reasoning process, or request periodic conversation summaries to analyze long-term thinking patterns. Al

Use when users want Excalidraw diagrams, flowcharts, architecture diagrams, sequence diagrams, data-flow diagrams, mind maps, concept maps, or Obsidian `.excalidraw.md` files, especially when they want the diagram reviewed against an exported PNG and refined for layout, connections, and readability.

A Zettelkasten-based knowledge gardening skill. Use this whenever users want to organize a knowledge base, 整理知识库, 整理读书笔记, build a second brain, update a personal wiki, turn conversations, reading notes, or project learnings into evergreen notes, MOCs, PARA folders, reusable context packs, or long-term memory assets. Trigger even when the user only says their notes are scattered, duplicated, stale,

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

A Socratic thinking mirror and logic auditor. Helps users discover cognitive blind spots, identify logical fallacies, and challenge fixed assumptions through precise questioning and structured deconstruction. Trigger when users share ideas or thoughts, answer reflective questions, explain their reasoning process, or request periodic conversation summaries to analyze long-term thinking patterns. Al