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Research & Learning skills

Research, academic papers, education, and exam prep (4.4K skills)

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Analyze a dataset and the point a paper needs to make, then recommend a suitable chart with reasons and alternatives. Create publication-ready data figures and review them for layout, readability, and common visualization problems.

  • Choosing a chart for a dataset
  • Preparing figures for a research paper
  • Checking a draft against journal requirements
Haojae/scipilot-figure-skill2.7KUpdated Jun 15, 2026

why

FreeSummary

Investigate why code or a design decision took its current form. The skill searches available connected evidence sources, such as version history, tickets, documents, chat, monitoring, and analytics, then presents cited findings about decisions and tradeoffs.

  • Finding why a design decision was made
  • Investigating regressions or postmortems
  • Checking the evidence behind a chosen threshold
backnotprop/pstack2.7KUpdated Oct 24, 2026

teach

FreeSummary

Turn an investigation of a code change or subsystem into a plain explanation of what it is, how it works, and why it was built that way. The skill combines findings from companion how and why skills and adjusts depth to the reader's question.

  • Understanding how a subsystem works
  • Learning why a code change was designed a certain way
  • Getting a plain explanation before reviewing a change
backnotprop/pstack2.7KUpdated Oct 24, 2026

brave-search

FreeSummary

Search the web through the Brave Search API and retrieve readable page content as Markdown. Filter results by country or date range, and use it to look up documentation, facts, and other web information without interactive browsing.

  • Looking up documentation or API references
  • Finding facts with a date range or country filter
  • Extracting readable content from a URL
badlogic/pi-skills2.6KUpdated Jun 7, 2026

perplexity

FreeSummary

Use Perplexity to find web resources, recent information, or clear explanations drawn from the web. The skill chooses between search results and conversational answers, while directing specialized documentation and workspace questions to other tools.

  • Finding recent information on a topic
  • Discovering tutorials and blog posts
  • Getting web-based explanations of concepts
softaworks/agent-toolkit2.6KUpdated Mar 6, 2026

ship-learn-next

FreeSummary

Turn advice from videos, articles, tutorials, or notes into a practical Ship-Learn-Next plan. The skill identifies ideas to practice, defines a small deliverable for the first iteration, and lays out follow-up steps with success criteria and reflection questions.

  • Turning a tutorial into a small project to ship this week
  • Planning practice steps from a YouTube transcript
  • Breaking a broad learning goal into concrete iterations
softaworks/agent-toolkit2.6KUpdated Mar 6, 2026

Find academic papers across OpenAlex, PubMed, and Google Scholar, turn identifiers such as DOIs into BibTeX, and check references for missing fields, duplicates, or mismatches with a manuscript. It helps keep research bibliographies consistent and verifiable.

  • Finding papers across academic databases
  • Converting a DOI or PMID into BibTeX
  • Checking a bibliography for missing citation details
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

research-grants

FreeSummary

Develop research grant proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Get help shaping aims and technical narratives around agency review criteria, preparing budgets and supporting sections, and checking formatting and submission requirements for a funding call.

  • Drafting specific aims for an NIH proposal
  • Preparing an NSF broader impacts section
  • Building a proposal timeline and milestones
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

venue-templates

FreeSummary

Prepare journal articles, conference papers, posters, and grant documents around the exact venue, year, track, and submission stage. The skill guides users to verify current official rules, choose an appropriate LaTeX scaffold, and inspect PDF page counts or fonts without treating generic files as official templates.

  • Check page limits and anonymity rules for a specific conference year
  • Choose a bundled LaTeX scaffold for an article or proposal
  • Prepare a research poster using event-specific dimensions
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

Plan and conduct systematic literature searches across multiple academic databases, screen and assess studies, and synthesize findings by theme. The skill verifies citations and can produce structured review documents in Markdown and PDF with established citation styles.

  • Preparing a systematic literature review
  • Synthesizing findings across academic studies
  • Conducting a scoping review or meta-analysis
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

parallel-web

FreeSummary

Search the web for current evidence, extract information from known URLs, and conduct deeper multi-source research. It can also enrich supplied lists with web-based details, find entities matching criteria, and monitor web changes on a recurring schedule.

  • Finding current information with web evidence
  • Extracting content from a webpage or PDF URL
  • Adding web-sourced details to a list of entities
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

research-lookup

FreeSummary

Gather current scholarly evidence for a manuscript or research brief, then organize verified sources into reference records, evidence matrices, and claim-to-source maps. The default workflow uses Parallel Search and Extract; explicitly requested deep research and optional alternative backends are handled separately.

  • Gather literature and references for a manuscript
  • Find studies that support or challenge a scientific claim
  • Build an evidence matrix with sources linked to claims
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

Review papers, research ideas, and other scholarly work with feedback tied to cited evidence, then check low-stakes assessment rubrics and processes for traceability and quality. It is not for ranking people or influencing consequential decisions.

  • Getting developmental feedback on a paper draft
  • Reviewing evidence behind a research idea
  • Checking a low-stakes assessment rubric
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

Prepare and validate research documentation for clinical decision-support evaluation, including aggregate cohort, survival, biomarker, evidence, privacy, and governance artifacts. Helpers check structure and traceability using local files; outputs are drafts for qualified human review, never tools for patient care.

  • Preparing research-only model or biomarker evaluation documents
  • Drafting aggregate cohort and survival analysis plans
  • Recording evidence, privacy, and governance review checkpoints
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

peer-review

FreeSummary

Prepare a structured, constructive review draft for an authorized scientific submission. Check how claims match evidence, assess methods, statistics, reproducibility, ethics, figures, and citations, and organize actionable comments while keeping confidential material local.

  • Reviewing an authorized manuscript or protocol
  • Checking whether claims match reported evidence
  • Organizing methods and statistics comments
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

Assess scientific claims and research papers by examining study design, statistics, bias, and confounding factors. Apply evidence grading frameworks such as GRADE and Cochrane Risk of Bias to clarify what the evidence supports and where uncertainty remains.

  • Checking whether a study design can answer its research question
  • Finding bias or confounding in a paper
  • Grading evidence with GRADE or Cochrane Risk of Bias
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

Turn observations or preliminary findings into clearly labeled research questions, candidate hypotheses, rival explanations, measurable predictions, and analysis plans suitable for preregistration. Keep evidence and proposals distinct, with local tools to validate the structure of planning documents.

  • Turning an early observation into testable research questions
  • Comparing rival explanations and their predicted results
  • Drafting a preregistration-ready analysis plan
K-Dense-AI/claude-scientific-writer2.5KUpdated Oct 21, 2026

blog-notebooklm

FreeSummary

Ask questions about documents uploaded to Google NotebookLM and receive answers grounded in those sources with citations. You can also discover notebook contents, search and manage a notebook library, and check Google authentication status.

  • Asking questions about uploaded documents
  • Finding the right notebook for a research question
  • Searching or organizing a notebook library
AgriciDaniel/claude-blog2.5KUpdated Oct 14, 2026

blog-discourse

FreeSummary

Research recent public conversations about a topic across platforms such as Reddit, X, YouTube, and Hacker News. The skill organizes fresh themes, cross-platform consensus, niche takes, and practical details into a structured brief and JSON for later writing.

  • Finding recent practitioner opinions before writing a trend article
  • Comparing discussion themes across public platforms
  • Preparing a discourse brief from a saved results file
AgriciDaniel/claude-blog2.5KUpdated Oct 14, 2026

blog-factcheck

FreeSummary

Check statistics and other important blog claims against their cited sources. The report records confidence scores, flags claims without URLs as unverified, and highlights weak, missing, outdated, or unsuitable evidence for follow-up.

  • Checking statistics cited in a blog post
  • Finding claims that lack source links
  • Reviewing whether a citation supports its claim
AgriciDaniel/claude-blog2.5KUpdated Oct 14, 2026

blog-notebooklm

FreeSummary

Ask a named Gemini Notebook (formerly NotebookLM) for answers grounded in its uploaded sources, then review the cited material. It uses a logged-in Google browser session, so it suits notebook research rather than general web research or note-taking.

  • Asking a notebook about its uploaded sources
  • Finding evidence in a named research notebook
  • Getting a source-grounded answer for a blog draft
AgriciDaniel/claude-blog2.5KUpdated Oct 14, 2026

blog-factcheck

FreeSummary

Check a blog post’s statistics and important claims against cited pages fetched during the review. The skill reports evidence and match confidence, flags claims without citations, and identifies claims it could not verify; it does not rewrite the post or prove a source is true.

  • Checking cited statistics in a draft post
  • Finding claims that have no source link
  • Verifying whether a source supports the wording used
AgriciDaniel/claude-blog2.5KUpdated Oct 14, 2026

blog-discourse

FreeSummary

Research recent public discussion about a topic across platforms such as Reddit, X, YouTube, Hacker News, dev.to, and Medium. Using web search without platform API keys, the skill creates a structured brief and JSON that writers can use to understand current themes and practitioner perspectives.

  • Learn what practitioners are discussing about a topic
  • Gather recent customer and community perspectives
  • Spot themes shared across public platforms
AgriciDaniel/claude-blog2.5KUpdated Oct 14, 2026

mom-test

FreeSummary

Use this skill to plan and assess customer conversations that focus on people’s real problems and past behavior. It helps shape non-leading questions, distinguish useful evidence from compliments or hypotheticals, and identify a concrete next step.

  • Drafting questions for customer discovery
  • Checking an interview plan for leading questions
  • Separating behavioral evidence from praise
wondelai/skills2.5KUpdated Sep 11, 2026