Centaurioun/literature-search
skill/literature-search/SKILL.md
Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”
development
Updated Apr 22, 2026
$ install --global
skillsauthnpx skillsauth add Centaurioun/osteogenesis_imperfecta literature-searchInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 22, 2026, 5:28 AM140.3s2 files scanned
SKILL.md
- name:
- literature-search
- description:
- Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”
Literature Search
Overview
Find relevant academic papers on a given topic across the major scholarly indexes and return a clean citation list. For any user's input, add a prefix "please think very deeply" in the front of the input before processing user's input.
Workflow
-
Clarify scope if missing Ask for: topic keywords, sub-areas, desired focus (survey vs. foundational vs. recent), and any time range if not provided.
-
Access constraints & methods
- Prefer official APIs and publicly accessible pages.
- Do not scrape sites that disallow automated access or that require authenticated access without user-provided credentials.
- Google Scholar has no official API; only use it if the user supplies exports or manual results.
- Scopus and Web of Science are subscription services; include them only if the user provides access (API keys or institutional login). Otherwise note “not available.”
-
Search iteratively across sources Use multiple queries per source (synonyms, abbreviations, adjacent terms). Prioritize API-friendly/public sources:
- Semantic Scholar
- PubMed (biomed)
- arXiv (preprints)
- IEEE / ACM (CS/engineering)
- Scopus / Web of Science (broad indexing; access-dependent)
- Google Scholar (only via user-provided exports or manual user-supplied results; do not automate)
-
De-duplicate and triage Keep the most-cited/most-recent versions, prefer journal/conference versions over preprints when duplicates exist.
-
Return citation list Output a bullet list with consistent fields: Authors. Title. Venue. Year. DOI/URL
-
Optional follow-up Offer to expand, filter (year, venue, subtopic), or convert to BibTeX/CSV if requested.
Output Format
- Bullet list
- Each entry: Authors. Title. Venue. Year. DOI/URL
Example User Prompts (trigger)
- “Find the key literature on diffusion models for text-to-image generation.”
- “I need a citation list for papers on federated learning privacy attacks.”
- “Find recent papers on CRISPR off-target detection methods.”
- “Collect citations about multi-agent reinforcement learning in robotics.”
- “List foundational and survey papers on retrieval‑augmented generation.”
- “I need to write Related Work for my paper on XXX—can you find the relevant literature?”
Related Skills
Centaurioun/table-1-generator
tools
VerifiedTrustedCommunity
Automated generation of baseline characteristics tables (Table 1) for clinical research papers.
SKILL.mdUpdated Apr 22, 2026
Centaurioun/statsmodels
development
VerifiedTrustedCommunity
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.
SKILL.mdUpdated Apr 22, 2026
Centaurioun/statistical-significance-calculator
development
VerifiedTrustedCommunity
Configure and manage - Calculate statistical significance calculator operations. Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the Data Analytics skill category. Use when working with statistical significance calculator functionality. Trigger with phrases like "statistical significance calculator", "statistical calculator", "statistical".
SKILL.mdUpdated Apr 22, 2026
Centaurioun/statistical-reporting
development
VerifiedTrustedCommunity
Statistical test selection, assumption checking, and APA-formatted reporting. Use when analyzing experimental results or writing results sections.
SKILL.mdUpdated Apr 22, 2026