Mingdao007

Public L2 example for academic presentation authoring.

Public L3 example for low-information repetition audits.

Public package example for writing-quality and AI-smell audits.

Sanitized L1 example for concise sendable message drafting.

Sanitized L1 example for registry governance and bootloader maintenance.

Public L3 example for concept-review and comparison-review deliverables.

Public package example for literature review workflow orchestration.

Public package example for reliable local path link surfaces.

Plan and execute literature reviews: scope a topic, build and screen paper corpora, classify methods, extract evidence matrices, audit claims/citations, and prepare review deliverables. Use when the user asks to survey papers, write a literature review, compare methods, maintain paper-by-paper review notes, prepare review decks, choose a research direction from papers, or repair Zotero review PDF attachments for stored-file sync.

Write any concept-review or comparison-review as a user-authored deliverable. Use when the user asks to write a review of a concept, method family, simulator, framework, or comparison topic, and the output should read like the user's own concise academic review rather than an assistant-generated report.

Audit drafts, slides, reports, homework, and sendable external messages for AI-smelling wording using Mingdao's historical session feedback. Use when the user asks whether a deliverable has 'AI味', sounds unnatural, has high entropy, uses placeholder titles, over-explains, contains process filler, or does not sound like a normal human wrote it.

Audit bilingual formal deliverables for low-information repetition, empty contrast, sequencer scaffolds, adjacent restatement, and repeated comparison-axis labels. Use when the user asks whether a draft feels redundant, wordy, low-information, or says the same thing twice.

Formula output rules for Codex App. Use when a reply will contain mathematical expressions, derivations, proofs, or symbol-heavy explanations in Codex App and you need stable rules for displayed equations, prose-vs-equation boundaries, equation numbering, and overflow-safe math layout.

Maintenance workflow for ASUS ROG Strix G16 G614FR on Ubuntu 22.04. Use when diagnosing or maintaining: (1) a 30-40 second blank screen before /init on kernel 6.8.0-85-generic, (2) boot changes or hangs when a ROCCAT Vulcan II Max (1e7d:2ee2) is attached, (3) built-in speakers silent while wired headphones still work on Realtek 1043:1054, (4) nvm terminal-startup warnings caused by conflicting npm prefix or user .npmrc settings, (5) the known unresolved Google Chrome keyring password prompt under GDM autologin, or (6) GRUB and BIOS boot tuning on this model family.

Organize, deduplicate, classify, and normalize a local Zotero library by editing `zotero.sqlite` safely. Use when the user asks to sort new Zotero items into collections, clean duplicate entries, inspect `Unfiled Items`, normalize collection names, consolidate collection trees, or apply the the user force-control library taxonomy without touching protected folders unless explicitly requested.

Locate the most credible local Zotero PDF by checking local attachment paths first and using Zotero MCP only as a fallback for unresolved metadata or missing files. Use when the user asks to find a paper's local PDF, resolve a Zotero attachment path, or read a paper body from local Zotero storage before falling back to Zotero MCP.

Diagnose and recover AnyDesk on a remote Linux desktop over SSH when the client shows online but the connection times out, ends unexpectedly, returns desk_rt_ipc_error, or the user's recurring andy7 AnyDesk connection fails. Use for the default andy7 flow: restart AnyDesk service, clean stale user-side AnyDesk processes, reattach to the active X11 session, and verify real incoming/session evidence before calling it fixed.

Use for DATA8010 or similar LIBERO behavior-cloning homework projects when Codex needs to inspect LIBERO Spatial assets, train or evaluate multi-task BC baselines, structure a TeX report with Part 1, Part 2, Part 3, Bonus A, Bonus B, and reproducibility sections, package clean submission zips, or audit public-safe release artifacts.

Create academic presentations from papers, posters, or review materials using deterministic conference and literature-review presets. Use when the user asks to make slides, prepare a talk, build a Beamer deck, or turn review content into a presentation.

Use when the user wants to turn academic email alerts, Google Scholar alerts, or webmail paper leads into a source-checked paper list or filterable reading board with relevance, topics, summaries, checkpointing, and privacy-safe read-only mailbox handling.

Create, iterate, and review academic posters with a PowerPoint-first editable workflow. Use when the user wants to build a poster from a paper or slide deck, revise an existing `.pptx` or `.pdf` poster, preserve a template's size and orientation, or audit layout, export, and poster-presentation readiness.