Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
This collection provides tools for researchers conducting systematic literature reviews (SLR) and scoping reviews. It focuses on the rigorous construction of a research corpus, ensuring high recall through measurable metrics like PRISMA counts and citation-closure saturation.
By automating the identification of quality-tiered DOI lists and formatted references, it removes the manual burden of exhaustive searching while maintaining the audit trails required for formal academic reporting.
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Installs: Single skill folder: paper-slide-deck · Claude Code
Before you start
Node.js with npm for the TypeScript script dependencies
Python with pip for the required PyMuPDF dependency
Either GOOGLE_API_KEY/GEMINI_API_KEY or the Gemini Web skill is needed for image generation; without either, outline-only and source-extraction workflows remain available
Run from: Repository root for the copy step; the dependency command changes into the installed skill's scripts directory
In a terminal, run this from the repository root to copy the paper-slide-deck folder into the Claude Code skills directory.
cp -r paper-slide-deck ~/.claude/skills/
In a terminal, install the skill's pinned Node dependencies once. Replace ${SKILL_DIR} with the installed paper-slide-deck folder, normally ~/.claude/skills/paper-slide-deck, while keeping the placeholder unchanged in the command shown here.
cd ${SKILL_DIR}/scripts && npm install
In a terminal, install the required PyMuPDF fallback used for reliable figure extraction.
Installs: Single skill folder: scholar-slides · Claude Code
Before you start
Python 3.11 or newer
Node 18 or newer
Platform: macOS, Windows, and Linux; Chinese decks on Linux additionally require a CJK font, while macOS and Windows already provide documented CJK fonts
Run from: Repository root for the copy step; the provisioning command changes into the installed skill directory
In a terminal, run this from the repository root to copy the scholar-slides folder into the Claude Code skills directory.
cp -r scholar-slides ~/.claude/skills/
In a terminal, provision the scholar-slides toolchain after copying the folder.
cd ~/.claude/skills/scholar-slides && ./install.sh
For Chinese decks on Linux only, run this terminal command once to install the documented CJK fonts. This step is not required on macOS or Windows.
Use the lit-search skill to prepare a quick-depth, time-windowed literature-search plan for [research topic] from [start date] through [end date]. Store protocols and future run artifacts under [absolute project path], report the expected scale, time, and cost before harvesting, and ask me to confirm the protocol. Do not summarize or write the review yet.
Population, modality, anatomy, task, setting, and outcomes or concepts
Target journal or audience
Date, language, database, and grey-literature limits
Expected deliverable and current project stage
Use the medical-imaging-review skill to recommend one review route for [medical-imaging AI question]: narrative, method-survey, scoping, or systematic qualitative synthesis. Produce only a concise intake checklist, identify unresolved human decisions, and do not begin evidence collection.
Claude
Cursor
Gemini CLI
DeepSeek