k-dense-ai: skills, plugins and MCP servers

scientific-visualization K-Dense-AI skill Generates and audits publication-ready scientific figures in Matplotlib, Seaborn, and Plotly, focusing on truthful data encoding and accessibility. Claude Code CX Codex Cursor +1 2,400installs scientific-writing K-Dense-AI skill This skill drafts and audits scientific manuscripts and reports while tying claims to verified evidence. Use it for sections, references, declarations, and submission checks. Claude Code CX Codex Cursor +1 2,400installs statistical-analysis K-Dense-AI skill Runs hypothesis tests with assumption checking, effect sizes, and APA-formatted reports. Covers t-tests, ANOVA, correlation, regression, non-parametric and Bayesian methods. Claude Code CX Codex Cursor +1 2,300installs scientific-brainstorming K-Dense-AI skill Structures early-stage research ideation through independent idea generation, transparent scoring, and adversarial review. Useful for ranking hypotheses without premature consensus. Claude Code CX Codex Cursor +1 2,300installs literature-review K-Dense-AI skill This skill searches and synthesizes research literature, checks citations, and prepares Markdown or PDF reviews. Use it for reproducible searches and screening. Claude Code CX Codex Cursor +1 2,300installs scientific-critical-thinking K-Dense-AI skill Evaluates scientific claims, research methodology, and evidence quality. Applies GRADE and Cochrane Risk of Bias frameworks. Claude Code CX Codex Cursor +1 2,300installs scientific-schematics K-Dense-AI skill Creates PNG drafts of scientific diagrams and runs a separate quality review. Use it for neural network architectures, flowcharts, system diagrams, and biological pathways. Claude Code CX Codex Cursor +1 2,200installs scikit-learn K-Dense-AI skill A skill for Python machine learning tasks: classification, regression, clustering, preprocessing, and building ML pipelines with scikit-learn 1.9.1. Claude Code CX Codex Cursor +1 2,200installs scientific-slides K-Dense-AI skill Builds presentation decks for academic conferences, seminars, and thesis defenses. Supports PowerPoint and LaTeX Beamer with structured layouts, timing guidance, and visual consistency. Claude Code CX Codex Cursor +1 2,200installs peer-review K-Dense-AI skill A review skill for scientific manuscripts: checks authorization, picks a reporting guideline, maps claims to evidence and drafts a working assessment. Claude Code CX Codex Cursor +1 2,200installs citation-management K-Dense-AI skill Searches OpenAlex, PubMed, and Google Scholar, extracts publication metadata, and builds valid BibTeX references. Helpful when preparing bibliographies for academic manuscripts. Claude Code CX Codex Cursor +1 2,200installs paper-lookup K-Dense-AI skill Search scholarly papers, preprints, citations, and open-access full text through 18 APIs. Use it for DOI, PMID, arXiv ID, author, or topic lookups. Claude Code CX Codex Cursor +1 2,200installs database-lookup K-Dense-AI skill Queries 80 documented public database APIs with explicit filters, pagination, and provenance. It is useful when scientific or financial facts require reproducible citations. Claude Code CX Codex Cursor +1 2,100installs seaborn K-Dense-AI skill A skill that gets your coding agent building seaborn plots from pandas DataFrames: distributions, regressions, pairplots and heatmaps, written against the current API. Claude Code CX Codex Cursor +1 2,100installs hypothesis-generation K-Dense-AI skill Turns raw observations into testable hypotheses, rival explanations, and preregistration analysis plans without mistaking tentative claims for proven facts. Claude Code CX Codex Cursor +1 2,100installs markitdown K-Dense-AI skill A Claude Code skill that runs Microsoft MarkItDown over PDFs, Office files, HTML and CSV so the text ends up as Markdown ready for search or RAG. Claude Code CX Codex Cursor +1 2,100installs parallel-web K-Dense-AI skill Unified skill for web search, PDF extraction, deep research, and entity enrichment via parallel-cli. Ideal for technical research and scientific sources. Claude Code CX Codex Cursor +1 2,000installs optimize-for-gpu K-Dense-AI skill Accelerates data-heavy Python workloads on NVIDIA GPUs and benchmarks the end-to-end speedup against the CPU baseline. Claude Code CX Codex Cursor +1 2,000installs get-available-resources K-Dense-AI skill This skill inspects CPU, memory, disk, scheduler, container and accelerator limits for the current process. Use it before planning a resource-sensitive local workload. Claude Code CX Codex Cursor +1 2,000installs matlab K-Dense-AI skill A skill for designing and reviewing numerical code in MATLAB and GNU Octave. Useful when you need to inspect a stranger's .m file or prepare a reproducible project. Claude Code CX Codex Cursor +1 2,000installs market-research-reports K-Dense-AI skill Builds evidence-traceable market reports and models assumption-driven TAM, SAM, and SOM forecast scenarios. Claude Code CX Codex Cursor +1 2,000installs infographics K-Dense-AI skill Turns your data into a PNG infographic through Nano Banana 2, then scores the result against a quality threshold. Handy when a report needs a picture instead of another table. Claude Code CX Codex Cursor +1 2,000installs shap K-Dense-AI skill Guides AI agents in explaining and auditing machine learning predictions with SHAP. Useful for selecting explainers, checking additivity, and rendering attribution plots. Claude Code CX Codex Cursor +1 2,000installs pyzotero K-Dense-AI skill Manages Zotero libraries through the pyzotero Python client: search references, edit records, handle collections, tags, and attachments. Use it for bibliography automation. Claude Code CX Codex Cursor +1 2,000installs generate-image K-Dense-AI skill Generates and edits images via OpenRouter Image API using Gemini, Recraft, and Seedream. Ideal for artwork, logos, concept art, and editing reference images. Claude Code CX Codex Cursor +1 2,000installs networkx K-Dense-AI skill Build, analyse and visualise Python graphs with NetworkX. Use it for routes, centrality, communities and graph file formats. Claude Code CX Codex Cursor +1 2,000installs sympy K-Dense-AI skill Skill for exact symbolic computation: algebra, differential equations, matrices, physics. When you need √2 exactly instead of 1.414, not numerical approximations. Claude Code CX Codex Cursor +1 2,000installs pytorch-lightning K-Dense-AI skill Guides agents through structuring PyTorch Lightning 2.6.6 code, from LightningModules to distributed trainers. Useful when scaling training across GPUs. Claude Code CX Codex Cursor +1 2,000installs research-grants K-Dense-AI skill Helps prepare and review research grant proposals for NSF, NIH, DOE, DARPA, and NSTC. Use it to track opportunity rules, shape proposal sections, and address reviewer feedback. Claude Code CX Codex Cursor +1 2,000installs latex-posters K-Dense-AI skill Creates research posters with three LaTeX packages, compiles PDF, and checks fonts before print. Claude Code CX Codex Cursor +1 2,000installs pptx-posters K-Dense-AI skill Turns a local JSON manifest into one editable, macro-free .pptx poster slide, then audits it before print. Claude Code CX Codex Cursor +1 2,000installs polars K-Dense-AI skill The skill gives agents reference material on Polars, the Python DataFrame library with lazy evaluation and an expression-based API for ETL and pandas migration. Claude Code CX Codex Cursor +1 2,000installs scholar-evaluation K-Dense-AI skill Provides qualitative, evidence-traceable developmental feedback on research drafts and protocols. Audits assessment rubrics without proxy prestige metrics. Claude Code CX Codex Cursor +1 2,000installs rowan K-Dense-AI skill Runs cloud molecular modeling, docking, and pKa prediction pipelines via Python API. Fits computational chemistry workflows without local GPU infrastructure. Claude Code CX Codex Cursor +1 1,900installs qutip K-Dense-AI skill This skill guides QuTiP 5 quantum-system simulations and checks physical assumptions, dimensions, and numerical convergence. Claude Code CX Codex Cursor +1 1,900installs opentrons-integration K-Dense-AI skill Skill for writing, reviewing, and simulating Opentrons Protocol API v2 protocols in Python. Works with Flex and OT-2 liquid handlers to configure decks, pipettes, modules, and runtime parameters. Claude Code CX Codex Cursor +1 1,900installs dnanexus-integration K-Dense-AI skill Automates genomics workloads on DNAnexus using dx CLI, dxpy, and dxCompiler. Handy when building dxapp.json applets or importing Nextflow and WDL pipelines. Claude Code CX Codex Cursor +1 1,900installs latchbio-integration K-Dense-AI skill A skill that walks the agent through Latch work: Python SDK workflows, Nextflow and Snakemake packaging, image registration, run monitoring. Claude Code CX Codex Cursor +1 1,900installs pyopenms K-Dense-AI skill Processes mass spectrometry data for proteomics and metabolomics using pyOpenMS. It detects features, identifies peptides, and generates multi-sample quantification matrices. Claude Code CX Codex Cursor +1 1,900installs polars-bio K-Dense-AI skill Genomic interval arithmetic on Polars DataFrames, plus readers and writers for formats from BED to CRAM. Built for coordinate-aware joins in a Python pipeline. Claude Code CX Codex Cursor +1 1,900installs