Writing

University Navigation Guide helps students plan majors, applications, course loads, and graduate school paths across Chinese and Western university systems. It is used when comparing programs, managing GPA, or deciding next academic steps.

Compound Docs stores solved Elixir/Phoenix/Ecto issues as searchable docs with YAML frontmatter. Use it before debugging new problems to find prior fixes, risks, and prevention notes.

Plan Briefing walks through a plan file one section at a time, explaining reasoning, decisions, and solution shape. Use it when developers need to understand a plan before approving or after work is done.

Promote generates X/Twitter release posts with ASCII cards, tweet threads, and fact-check notes. Use it after tagging a release or when announcing new plugin versions.

Contributing covers the Butterbase monorepo layout, coding conventions, and the steps for adding MCP tools, API routes, and database migrations. Use it when working on the codebase or extending the control API and MCP server.

Wechat Article Review checks a public account draft for sensitive words, typos, platform rules, and content compliance before publishing. Use it when an article needs a final pass and a concise list of required fixes.

WeChat Article Topics helps plan公众号选题、生成标题和摘要，并整理热点调研或系列策划。适合自媒体编辑和内容运营在起题、改标题或做内容排期时使用。

WeChat Article Writing generates long-form public account drafts from a topic or outline and can rewrite, continue, or polish existing text. Use it when drafting or revising WeChat articles and need model-based writing support.

Maestro Learn guides reading, investigation, decomposition, and consultation to build understanding of code, decisions, and plans. It saves findings to workflow notes and learning entries for later reference.

Communication Style defines concise output rules for agents: short, scannable, actionable. Use it when writing plans, status updates, or task breakdowns that need to be easy to scan in a terminal.

Ralph Specum Feedback captures product feedback or bug reports for Ralph Specum. Use it to summarize the issue, collect reproduction details, and draft or submit a GitHub issue when requested.

Customer Research synthesizes internal and external sources to answer customer questions, investigate reported issues, or gather account context. Use it when you need attributed findings before drafting a response.