{
  "markdown": "# Researcher Skills\n\nA collection of skills for academic researchers, built as a Claude Code plugin.\n\n## Skills\n\n### Finding & Sourcing\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [search-sources](skills/search-sources/SKILL.md) | Find academic sources via web search (Scholar, Semantic Scholar, PubMed, etc.) | \"find sources\", \"search for papers\", \"find literature on\" |\n| [search-guide](skills/search-guide/SKILL.md) | Teach effective search strategies, Boolean operators, and database selection | \"how to search\", \"search strategy\", \"which database\" |\n| [find-claims](skills/find-claims/SKILL.md) | Find academic sources that support a specific claim or statement | \"find a source for\", \"I need a citation for this claim\" |\n\n### Writing & Editing\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [grammar-check](skills/grammar-check/SKILL.md) | Proofread academic text for grammar, style, and clarity | \"check grammar\", \"proofread\", \"fix my writing\" |\n| [paraphrase](skills/paraphrase/SKILL.md) | Rewrite a passage in different words while preserving meaning | \"paraphrase\", \"reword\", \"rephrase\", \"rewrite in my own words\" |\n| [simplify](skills/simplify/SKILL.md) | Make dense academic text more readable for a target audience | \"simplify\", \"make it clearer\", \"plain language\" |\n| [expand-paragraph](skills/expand-paragraph/SKILL.md) | Develop a brief idea or bullet point into a full academic paragraph | \"expand\", \"elaborate\", \"flesh out\" |\n| [improve-structure](skills/improve-structure/SKILL.md) | Review and suggest a better structure or outline for a paper or section | \"improve structure\", \"reorganize\", \"my paper doesn't flow\" |\n\n### Summarizing & Condensing\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [summarize](skills/summarize/SKILL.md) | Condense a paper, article, or chapter to its key points | \"summarize\", \"key points\", \"condense\" |\n| [write-abstract](skills/write-abstract/SKILL.md) | Draft or improve an abstract for a paper, thesis, or conference submission | \"write abstract\", \"improve abstract\", \"abstract for my paper\" |\n\n### Citations & References\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [bibliography](skills/bibliography/SKILL.md) | Format reference lists per ДСТУ, APA, MLA, Chicago, IEEE, ГОСТ | \"список літератури\", \"APA\", \"references\", citation formatting |\n| [cite-inline](skills/cite-inline/SKILL.md) | Insert citation markers into draft text based on a provided source list | \"add citations to\", \"insert references into my text\" |\n\n### Academic Integrity\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [check-plagiarism](skills/check-plagiarism/SKILL.md) | Detect near-copy passages, insufficient paraphrasing, missing citations, and self-plagiarism | \"check plagiarism\", \"is this plagiarism\", \"too similar to source\" |\n| [detect-ai-text](skills/detect-ai-text/SKILL.md) | Flag linguistic patterns associated with AI-generated content; recommends dedicated tools | \"check if AI wrote this\", \"detect ChatGPT\", \"AI-generated text\" |\n\n### Multi-Perspective Review\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [review-paper](skills/review-paper/SKILL.md) | Four independent agents (advocate, methodologist, literature critic, practical critic) review a paper in parallel; synthesizer combines into ranked action items | \"review my paper\", \"critique this article\", \"peer review simulation\" |\n\n> **Claude Code:** Run as a true parallel workflow — `workflows/review-paper.js` spawns all 4 reviewers simultaneously then synthesizes. Pass paper text as `args`.\n> **Other platforms:** The skill runs the same 4 perspectives sequentially.\n\n### Research Design\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [research-question](skills/research-question/SKILL.md) | Formulate or refine a research question or hypothesis | \"help me write a research question\", \"narrow my topic\" |\n| [methodology-advisor](skills/methodology-advisor/SKILL.md) | Choose and justify a research methodology | \"what methodology should I use\", \"qualitative or quantitative\" |\n| [research-proposal](skills/research-proposal/SKILL.md) | Structure and draft a research proposal or grant application | \"write a research proposal\", \"grant application\" |\n\n### Publishing\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [peer-review-response](skills/peer-review-response/SKILL.md) | Write point-by-point responses to peer reviewer comments | \"respond to reviewers\", \"revise and resubmit\" |\n| [cover-letter](skills/cover-letter/SKILL.md) | Draft a journal submission cover letter | \"cover letter for journal\", \"submission letter\" |\n| [journal-selector](skills/journal-selector/SKILL.md) | Find and compare target journals by scope, impact factor, and indexing | \"which journal should I submit to\", \"find a journal\" |\n\n### Interpretation & Analysis\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [statistical-explainer](skills/statistical-explainer/SKILL.md) | Interpret and write up statistical results in plain language or academic prose | \"explain p-value\", \"write up my results\", \"what does this output mean\" |\n| [table-to-prose](skills/table-to-prose/SKILL.md) | Convert a data table into written paragraphs for results or discussion | \"describe this table in words\", \"table to text\" |\n\n### Academic Communication\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [thesis-defense](skills/thesis-defense/SKILL.md) | Prepare for thesis defense — questions, answers, presentation | \"prepare for defense\", \"thesis defense questions\" |\n| [email-supervisor](skills/email-supervisor/SKILL.md) | Write professional emails to supervisors, editors, or reviewers | \"email my supervisor\", \"write to the editor\" |\n\n### Formatting\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [figure-caption](skills/figure-caption/SKILL.md) | Write captions for figures, charts, graphs, and tables | \"caption for this figure\", \"table caption\", \"підпис до рисунку\" |\n\n### Metadata & Discoverability\n| Skill | Description | Triggers |\n|-------|-------------|----------|\n| [suggest-title](skills/suggest-title/SKILL.md) | Generate title options for a paper, thesis, or article | \"suggest a title\", \"title for my paper\", \"title ideas\" |\n| [keywords](skills/keywords/SKILL.md) | Generate academic keywords for indexing and database discoverability | \"keywords\", \"key phrases\", \"ключові слова\" |\n\n## Installation\n\n### Claude Code\n\nThis repo is both the plugin and its own marketplace. Add the marketplace once, then install:\n\n```bash\n/plugin marketplace add vadym-khodak/researcher-skills\n/plugin install researcher-skills@researcher-skills\n```\n\nAll skills then load automatically in every project. The multi-perspective review workflows live in `workflows/` — copy or symlink them into `~/.claude/workflows/` to make them resolvable globally by name:\n\n```bash\nln -sf \"$(pwd)/workflows/review-paper.js\" ~/.claude/workflows/review-paper.js\nln -sf \"$(pwd)/workflows/review-paper-file.js\" ~/.claude/workflows/review-paper-file.js\n```\n\n### Codex CLI\n\n```bash\n/plugins\n```\n\nSearch for `researcher-skills` and select **Install Plugin**.\n\n### Gemini CLI\n\n```bash\ngemini extensions install https://github.com/vadym-khodak/researcher-skills\n```\n\n## Usage\n\nSkills trigger automatically based on context — no manual activation needed. Just describe what you need in natural language and the relevant skill will activate.\n",
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