A workflow guide for analysing protein molecular-dynamics simulations, which model how atoms move over time. It describes procedures for correcting periodic-boundary artefacts, measuring motion and flexibility, and studying structural changes and interactions.
Core bioinformatics concepts including SAM/BAM format, AGP genome assembly format, sequencing technologies (Hi-C, HiFi, Illumina), quality metrics, and common data processing patterns. Essential for debugging alignment, filtering, pairing issues, and AGP coordinate validation.
Sync and manage Overleaf LaTeX projects from the command line. Pull projects locally, push changes back, compile PDFs, and download compile outputs like .bbl files for arXiv submissions. Use when working with LaTeX, Overleaf, academic papers, or arXiv.
MCP server for ArcGIS Portal and ArcGIS Online. 70 tools for search, inspect, publish, query, manage, audit, and administer ArcGIS content. Use when: the user wants to work with feature services, web maps, layers, groups, users, webhooks, or portal administration through an AI assistant.
A workflow entry point for the Chinese national mathematical modelling competition. It coordinates problem analysis, modelling, programming, diagrams, paper writing, and verification.
Explains and demonstrates UnitaryLab's small-scale adiabatic quantum linear-system solver. Use it for AQC or QLSP questions, simulator examples, and work involving Householder state preparation, SVD block encoding, adiabatic schedules, post-selection, solution rescaling, or residual checks.
Use when working in Xu Zilong academic projects with Data/Program/Results/Manuscripts/Submissions and needing stable interfaces between generated results, hand-edited manuscript inserts, and submission artifacts.
Analyze scientific literature to identify research gaps and generate testable hypotheses. Use when users upload research papers (PDF), ask to "find research gaps", "generate hypotheses", "analyze literature", or "evaluate field progress". Automatically triggers for scientific paper analysis, literature review…
Reconstruct or repair user-provided scientific and academic schematics as visually faithful, native editable PowerPoint (.pptx) files with executable build source; also inspect existing PPTX files for meaningful fidelity and editability defects. Use for…
Review and analyze academic research papers. Use this skill when the user asks to review a paper, analyze a publication, summarize research, critique methodology, extract key findings, compare papers, check for numerical inconsistencies, or assess novelty and contributions of academic work. Also triggers when the user…
A follow-on skill for deeper security auditing once a system has been formalized in Lean (e.g. by lean-formal-audit and the audit/ folder exists). It turns the existing Lean formalization into an offensive tool: running Lean code (#eval / decide / #print axioms), using reasoning to form attack hypotheses, doubting and…
Use when a task requires inspecting Honeybee geometry, hierarchy, Energy attributes, Radiance attributes, or HBJSON-native Energy/Radiance resources through the unified query bus.
Create production-quality Manim Community Edition explainer videos, math animations, algorithm visualizations, paper/PDF explainers, data stories, and architecture diagrams. Use when a user asks for 3Blue1Brown-style programmatic animation, Manim scene planning/coding/rendering, Docker-based Manim setup, or…
Use when installing Anthropic's Claude Science on a geo-blocked machine (e.g. China) or running it without a Claude account. Downloads the binary from the unblocked downloads.claude.ai CDN, sets up the claude-science-api-bridge local proxy to route requests to ANY OpenAI- or Anthropic-compatible API (Volcengine…
★not rated 17 2mo agoA✓ AI review115 tokens
originalMIT
Turn existing spatial or coordinate data into portable, browser-openable interactive map files and report-ready figures. Use when the user wants parcels, buildings, facilities, parking, roads, water, green space, projects, or Excel/CSV coordinates presented as a searchable, filterable, sortable map, map-and-list page…
Write optimized Triton GPU kernels for deep learning operations. Covers the full spectrum from basic vector ops to Flash Attention, persistent matmul, fused normalization, quantized GEMM, and memory-efficient patterns.
Generate rigorous, readable mathematical-modeling papers from problem analysis, models, results, figures, tables and verifiable sources. Use when Codex needs a competition paper or a grounded modeling report.
This skill should be used when the user asks to "implement a DiD regression", "run a staggered difference-in-differences", "set up an event study", "implement IV / 2SLS", "run a regression discontinuity design", "build synthetic control", "do propensity score matching", "test parallel trends", "run Honest DiD", "wild…
Use when when you have aligned ChIP-Seq reads (single-end BED or paired-end BEDPE format) and need to identify enriched genomic regions by comparing ChIP signal against control background, with the ability to customize fragment length estimation, local bias calculation, and peak score thresholds.
Secure local-first MCP server for ArcGIS Pro / ArcPy geoprocessing. Exposes 100 declarative ArcPy tools to MCP-compatible clients such as Claude Desktop and Cursor through stdio JSON-RPC. Use when operating local ArcGIS Pro data, running ArcPy/geoprocessing, managing geodatabases, projecting vector/raster data…
Use when answering biomedical research questions that need source-backed evidence from local MCP servers, including gene, disease, drug, variant, phenotype, study, or clinical-trial questions.
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating…
★not rated 16▲
+2 2mo agoA74 tokens
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