Compile and improve existing English or Chinese academic papers written in Typst. Check references, formatting, prose, argument flow, abstracts, tables, and pseudocode, with source-level review comments and support for adapting papers to another publication venue.
Turn papers stored in Zotero into detailed Obsidian reading notes, linking claims, methods, evidence, and limitations to a project. Synthesize findings across papers, track note coverage for entire collections, and build a visual literature map.
Save code changes on a new Git branch, select files to commit, and push them to the remote repository. Prepare a descriptive commit message and optionally create a pull request with a summary and test plan.
Research industrial AI topics such as predictive maintenance and anomaly detection. Compare papers by methods and publication venues, distinguish preprints from reviewed work, identify conflicting findings and research gaps, or build an evidence-based survey draft.
Test local web applications with Playwright, a browser automation tool. Write Python scripts to check interface behavior, inspect rendered pages, capture screenshots, and collect browser logs, with a helper that manages one or more application servers.
Write and review R analysis scripts for a sewage research project using its established conventions. Estimate requested regression models, add specifications, and save LaTeX tables, figures, and model objects for use in the research paper.
Guides you through connecting external services to Claude Code plugins using MCP, a protocol for exposing services as tools. Covers connection types, configuration files, authentication, tool permissions, and testing.
Organize experiment goals, settings, metrics, and progress in existing Obsidian notes. Keep temporary logs in daily notes, promote stable findings into result notes, and connect evidence with interpretation and decisions about the next step.
Set up an Obsidian knowledge base for a research repository containing code and Markdown. It creates project links, planning notes, source inventories, and code summaries, importing structure and summaries while leaving large research artifacts out.
Create and organize Claude Code plugins with guidance on configuration files, commands, agents, skills, hooks, and MCP servers. Learn where components belong, how automatic loading works, and how to reference files across different installation locations.
Repair navigation between existing Obsidian project notes by improving meaningful links among papers, experiments, results, and writing. Keep references connected to the main note for each subject while avoiding unnecessary extra notes and excessive linking.
Develop a research idea through a structured conversation, then turn the answers into a written research specification. Clarify the question, testable hypothesis, data needs, methods for assessing cause and effect, expected findings, and feasibility.
Create and edit Obsidian Markdown notes with links between notes, embedded images and PDFs, highlighted callout boxes, tags, and properties. Use Obsidian-specific formatting to connect related material and organize information within notes.
Manage the lifecycle of an Obsidian project knowledge base by stopping sync, archiving content, or permanently deleting it on explicit request. It also handles individual note archiving, deletion, and renaming with link repair, then summarizes the resulting state.
Turn reviewer comments into a structured response document. The skill classifies concerns, suggests whether to revise, defend, clarify, or experiment, and drafts evidence-based replies while checking completeness, professional tone, and respectful wording.
Organize complex tasks using persistent Markdown files for plans, research notes, and final deliverables. Track completed phases, decisions, and errors, and revisit the plan before major actions to keep work aligned with its goal.
Turn a research interest into a defined question and practical plan. Use structured brainstorming, literature review, gap analysis, and method comparison to produce a research proposal, organized review, and references, with Zotero support for paper management.
Set up Python projects and manage packages, isolated environments, and Python versions with uv. Includes migration guidance and lockfiles that record dependency versions, plus workflows for consistent installations in CI and Docker.
Combine Obsidian notes into literature reviews, comparisons, and project summaries. Keep each synthesis linked to its supporting papers, experiments, results, and research questions, with one lasting note for each purpose.
Develop a broad research interest into evaluated project options. Specialized agents generate ideas, assess feasibility and competition, and draft abstracts and conclusions, helping researchers decide what to pursue, postpone, or drop and which assumption to test first.
Design or review how a sewage spill study estimates effects on house prices. Produce a strategy memo covering the target effect, assumptions, estimating equation, implementation outline, robustness checks, falsification tests, and anticipated referee objections.
Check existing Chinese LaTeX theses for build errors, bibliography formatting, chapter structure, terminology, and logical flow. Get targeted findings and revision suggestions while preserving citations, labels, and mathematical content.
Create and edit Obsidian Bases files to organize notes into tables, cards, lists, or maps. Configure filters, calculated properties, grouping, and summaries to build task trackers, reading lists, and indexes of daily notes.
Review academic drafts for 24 common AI writing patterns and revise awkward wording or repetitive structures. Preserve meaning, economics terminology, citations, and LaTeX commands, with a report showing the changes and their locations.
Is this your account? Link GitHub to bring it onto your creator page (Japanese)