Science & Engineering
Results
- qiskit
Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime.
- scientific-schematics
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement.
- nature-response
Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions.
- html-ppt-zhangzara-pink-script
A wedding-anniversary tribute photo essay — a decade in scenes, the turning points, and the quiet meaning of staying.
- venue-templates
Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds.
- bug-detective
A systematic debugging workflow for investigating and resolving code errors, exceptions, and failures.
- publication-chart-skill
This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs…
- fill-protocol
Fill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, and other structured research…
- paper-writer
Medical/scientific paper writing workflow skill.
- physicsnemo-shard-tensor
Official NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism — integrate domain parallelism into training/inference scripts (new or…
- analytical-method-validation
Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP…
- bulk-rnaseq
End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR,…
- citation-management
Comprehensive citation management for academic research.
- deeptools
The publisher’s description is only a heading. Open the skill to read what it does.
- diffdock
DiffDock and DiffDock-L molecular docking.
- etetoolkit
Analyze, manipulate, compare, annotate, and visualize phylogenetic or other hierarchical trees with ETE 4.
- exa-search
Web toolkit powered by Exa, tuned for scientific and technical content.
- experimental-design
Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are…
- exploratory-data-analysis
Perform bounded, local exploratory analysis of explicitly supported scientific files.
- fluidsim
Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety…
- citation-verification
This skill provides reference guidance for citation verification in academic writing.
- paper-self-review
A systematic paper quality checking tool that helps researchers conduct comprehensive self-review before submission.
- post-acceptance
A post-acceptance conference preparation workflow that helps researchers efficiently complete presentations, posters, and promotional content.
- results-analysis
Run strict, evidence-first experimental analysis for ML/AI research.
- overleaf
Sync and manage Overleaf LaTeX projects from the command line.
- vibe
Scientific research engine with agentic tree search.
- academic-humanizer
Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking…
- cloudflare-workers-dev-experience
Cloudflare Workers local development with Wrangler, Miniflare, hot reload, debugging.
- nature-data
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for…
- nature-polishing
Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications…
- OT / ICS / SCADA Security
Operational Technology and industrial control system security — Purdue model segmentation, industrial protocol analysis (Modbus, DNP3, S7,…
- create-app
Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence.
- vaccinate
Qualify a check before it is allowed to clear anything — prove it can detect the failure it is meant to catch.
- paper-search-pro
Find academic papers across up to 7 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, plus native-Chinese retrieval via NSSD…
- packmol
Build initial configurations for molecular dynamics simulations using Packmol.
- research-architect
Turn a target paper into transferable research logic, not text to imitate.
- thorlabs-blender-optical-path
Build, audit, and revise complete physically plausible Blender optical-table systems from 2D schematics and manufacturer CAD through one end-to-end run,…
- mechanical-ai-skill
Mechanical engineering CAD-review skill for AI agents (Codex, Claude Code, Cursor) — Community Edition, freemium.
- academic-plotting
Generates publication-quality figures for ML papers from research context.
- amann-submission
- A deadline is near — last check before uploading a proposal to Manuscript Central - A proposal was accepted and you are submitting the invited full review - Confirming format, CV, and anonymity requirements for the right route - Unsure wh
- amj-submission
Pre-Submission Preflight (amj-submission)
- amr-submission
Pre-Submission Preflight (amr-submission)
- deepxiv
Search and progressively read open-access academic papers through DeepXiv.
- academic-paper-reviewer
Simulates academic peer review, evaluating papers across Originality, Methodology, Results, and Writing to provide Major/Minor Revision recommendations…
- sn-search-academic
The publisher’s description is only a heading. Open the skill to read what it does.
- alterlab-statistical-analysis
Guided statistical analysis with hypothesis-test selection, assumption checking, power analysis, and APA-formatted reporting.
- safe-ai-dlc
Plan and run programs using the SAFe x AI-DLC fusion.
- paper-polisher
Polish, translate, or faithfully revise Chinese or English TeX academic manuscripts; verify source-to-output TeX, math, citation, numerical, and claim…
- step-parts
Find, evaluate, and download low-level common standard CAD parts from step.parts, such as screws, bolts, nuts, washers, bearings, standoffs, electronics…
- sci-ssci-polishing
Polish the writing, not the science.
- alterlab-timesfm
Zero-shot univariate time-series forecasting with Google's TimesFM foundation model, producing point forecasts and prediction intervals from…
- alterlab-venue-templates
Provides LaTeX templates, formatting requirements, and submission guidelines for major scientific venues (Nature, Science, PLOS, IEEE, ACM, Cell Press),…
- math-review
Verifies math-heavy code for algorithmic correctness and numerical stability.
- comsol-sim
This file is the COMSOL Multiphysics agent workflow index.
- power-analysis
Compute statistical power, required sample size, and minimum detectable effect (MDE) for a study design, then write a registry-ready power section.
- forgecad-inspect-model
Select, run, and interpret ForgeCAD inspection evidence for collisions, sections, wall thickness, components, masks, depth, normals,…
- alterlab-iso13485
Prepares ISO 13485 certification documentation for medical device Quality Management Systems (QMS) — gap analysis of existing documentation, Quality…
- nextflow-development
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data.
- realm
A meta-visualization agent that gamifies and visualizes the agent ecosystem.
- thinking-first-principles
A constraint is treated as fixed ("too expensive," "impossible," "always done this way") without independent support.
