Organize research project knowledge in an Obsidian vault, a folder of notes. Summarize existing repository materials, maintain paper, experiment, result, and writing notes, and synchronize daily progress without MCP or API keys.
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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.
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Manage Obsidian notes from the command line: read, create, search, update properties, and review tasks. Also supports plugin and theme development through reload commands, error checks, screenshots, and inspection of page elements.
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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.
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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.
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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.
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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.
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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.
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Turn completed experiment analyses into an internal research report that explains findings, figures, limitations, and next actions. Reports connect evidence to decisions and can be saved locally or written into a linked Obsidian project.
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Organize paper notes in an Obsidian project vault and synthesize them into lasting literature summaries. It standardizes review sections, tracks collection coverage, connects papers to project knowledge, and refreshes a visual literature map through filesystem operations.
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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.
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Checks code changes before a pull request by reviewing builds, types, coding rules, tests, potential secrets, and changed files. Produces a report showing results, test coverage, and issues that need fixing.
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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.
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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.
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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.
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Apply improvement plans from skill-quality-reviewer to Claude Skills. Groups edits by file, handles conflicting recommendations by priority, backs up originals, and verifies the updates before producing a report of changes and verification results.
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Retrieve economic data from official statistics and established research sources after confirming price basis, seasonal adjustment, frequency, and currency. Return structured tables with source details and access dates, plus loading guidance for the user’s statistical software.
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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.
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Audit a research replication package with ten checks covering R syntax, file references, output freshness, dependencies, data sources, and documentation. Receive a pass/fail report with specific issues and suggested fixes for preparing the package for submission.
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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.
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Prepare conference slides, academic posters, and research promotion content after paper acceptance. The skill guides talk structure, visual layout, timing practice, anticipated questions, and drafts for Twitter/X, LinkedIn, and a broader-audience blog post.
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Turn machine learning research code and experimental results into conference paper drafts. Organize claims and evidence, find related studies, verify references through academic services, and adapt manuscripts using LaTeX templates and submission checklists.
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Prepare a research replication package for the sewage-house-prices project, including an AEA-format README, a master script, and a deposit checklist. Map script dependencies and validate ten requirements so others can follow the analysis workflow.
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Audit causal inference in a sewage and house prices study by comparing manuscript claims with R code. Review design assumptions, statistical uncertainty, and robustness, then produce a prioritized report with concrete fixes.
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