felixwan
Community@wanlanglin
LLM & Agentic RL | prev @ByteDance
Agent Skills by felixwan
Showing 17 vetted skills indexed across 1 GitHub repositories.
WanLanglinresearch-pipeline
Automate ML research pipeline management from ideation through publication.
WanLanglincitation-management
Automates scholarly citation discovery, metadata extraction, and BibTeX generation.
WanLanglinliterature-review
Automate systematic literature reviews across multiple databases with PRISMA-compliant outputs.
WanLanglinopenalex-database
Query and analyze scholarly literature via the OpenAlex API.
WanLanglinexploratory-data-analysis
Detect scientific data file formats and generate Markdown EDA reports.
WanLanglinstatistical-analysis
Automate statistical test selection and APA-style reporting for experimental data.
WanLanglinresearch-lookup
Search web and academic sources, saving queries and citations to sources/.
WanLanglincreative-thinking-for-research
Apply cognitive-science frameworks to identify novel CS/AI research directions.
WanLanglinbrainstorming-research-ideas
Generate structured research project ideas using ten ideation frameworks.
WanLanglinscholar-evaluation
Evaluate scholarly work with dimension scores using the ScholarEval framework.
WanLanglinpeer-review
Evaluate scientific manuscripts using checklist-guided criteria aligned with CONSORT, STROBE, and PRISMA.
WanLanglinscientific-critical-thinking
Evaluate scientific claims and evidence quality using GRADE and Cochrane frameworks.
WanLanglinhypothesis-generation
Generate three to five testable hypotheses with predictions and experimental plans.
WanLanglinscientific-writing
Draft IMRAD scientific manuscripts from structured outlines with integrated citations.
WanLanglinml-paper-writing
Draft ML/AI papers with narrative structure, reproducibility checks, and conference templates.
WanLanglinvenue-templates
Provides LaTeX templates and submission requirements for major publication venues.
WanLanglinscientific-visualization
Automate publication-ready scientific figures from data with Matplotlib, Seaborn, and Plotly.