Yusong-Enceladus

Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.

Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".

Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative…

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向",…

Validate a research idea BEFORE implementation. Tests core assumptions with minimal experiments. Kills bad ideas in hours, not weeks. MANDATORY before any implementation work begins.

Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.

读取主人在 Mindloom 中记下的事：今天要到期的、一件事现在到哪一步、接下来要做什么和截止日期、会议和聊天里谁说过什么、参与的人、原文（口述、会议、聊天、截图、文件）；主人选择“允许更改”后，还可以添加内容、更改归属、重新命名和标记为完成。主人也可能叫它“织机”；回答主人时写 Mindloom。在主人问到自己的事、会议、人、截止日期或记下的内容时使用，例如“我今天有什么要到期的”“签证那件事到哪一步了”“上周会上谁说要推迟”；当前任务要用到主人某件事的情况时（为那件事写邮件、交接、计划）也使用；主人不必提到…

Write the handover pack of one matter that is being handed to another person (a new 负责人): where it stands now, the open commitments (who owes what to whom, by when), the deadlines, the key decisions with a verbatim quote, the questions nobody has answered…

Group the user's matters into ropes: long-lived areas that never end (科研, 求职, 生活, 家里 …) and bigger projects that hold several matters (one paper, one contract project, one shop opening), as a tree in which every matter hangs from at most one rope and ropes…

Draw the map of one matter (the "线索" view): split its items into 1-6 strands (the sub-threads or workstreams inside the matter), place the knots on them (progress, decisions, open questions, commitments, deadlines), each with the items it rests on and a…

Decide whether one new intake item (a dictation, meeting transcript, pasted text, document or screenshot text) is about the same concrete object as one of a few pre-retrieved candidate events, starts a new event, belongs to no matter at all (stays unfiled),…

Write the short title and the single "现在到哪一步" (where things stand, as of the event's latest item) line for one event, plus 1-4 status facts that each carry a progress state (planned / in_progress / done / cancelled / info) and cite the item ids they come…

Tidy the organizer's event list: for one small event, decide whether it is a fragment of an event in the matter directory (merge the two), a matter of the user's own that nothing covers yet (keep it), or not a matter at all (chit-chat, ads, mass notices,…

Summarize one file the user dropped into the app (document, spreadsheet, slides, PDF or scan, e-mail, calendar invite, contact card, e-book, archive, saved web page, code or data file) after the organizer has already extracted its text: write one line saying…

Use when a PowerPoint .pptx deck needs click-by-click entrance animations, grouped column/card/flow reveals, semantic block animation, animation QA, or animation XML/API troubleshooting. Adds entrance animations to existing slide elements while preserving the…