All authors
Claude Skills by stanfish06
github.com/stanfish061,773 skills143 installs3,463 views
- Natural Products ChemistExpert-thinking profile for Natural Products Chemist (wet-lab / isolation & structure elucidation / metabolomics-guided discovery): Reasons from dereplication (GNPS FBMN, NPAtlas, SNAP-MS, COCONUT), bioassay-guided and MS-triggered isolation, NMR/HRMS structure tiers (DP4+/DU8+), antiSMASH/MIBiG BGC linkage, and PAINS/IMP assay interference while treating HMBC ambiguity, stereochemical misassignment, and aggregator false positives as first-class...Votes: 0GitHub stars: 8
- Nature FigureCreate, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R (ggplot2/patchwork/ComplexHeatmap), including multi-panel plots, figures4papers-style work, and journal-ready SVG/PDF/TIFF outputs. Use for paper or scientific plots, manuscript data visualization, 论文配图、学术写作配图、科研绘图、科研作图、画图、作图、出图、论文图表、可视化. Define the conclusion, evidence logic, data integrity, template compatibility, export needs, and reviewer...Votes: 0GitHub stars: 8
- Nature Paper2pptBuild a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes. Use for journal club, group meeting, thesis seminar, paper sharing, conference or defense decks, and Chinese requests such as 论文做PPT、论文汇报、组会PPT、文献汇报、学术汇报、做幻灯片、读书报告PPT. It classifies paper type, builds an evidence-led story, selects key figures, writes Chinese slide content and speaker notes, creates the actual .pptx, and runs corrective QA for complet...Votes: 0GitHub stars: 8
- Nature ReaderBuild full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchors for every block. This skill must not degrade into a summary-only output unless the user explici...Votes: 0GitHub stars: 8
- Nature ResponseDraft, audit, or revise Nature-style revision correspondence packages: point-by-point reviewer response letters, rebuttal letters, revision cover letters, LaTeX cover/response templates, and red-marked revised-manuscript excerpts. Use for reviewer comments, editor decision letters, pasted editorial emails, response drafts, cover letters, response to reviewers, rebuttal, 修回信, 返修邮件, 编辑邮件, 返修 cover letter, 审稿意见回复, 逐点回复, 大修回复, 小修回复, 回复审稿人, 修改稿回复, 写rebuttal, 回应审稿意见, 标红修改, or LaTeX 模板.Votes: 0GitHub stars: 8
- Nature ReviewerSimulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Use when the user wants a pre-submission review, reviewer report, peer-review style critique, novelty/significance/technical soundness assessment, reviewer-style manuscript evaluation, 审稿人视角评估, 预审稿意见, or Nature reviewer report. Return 3 reviewer reports plus a cross-review synthesis, grounded only in the local Nature reviewer source basis. Also trigger on general pre-submission review requ...Votes: 0GitHub stars: 8
- Nature WritingDraft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, related-work, method, experiments, discussion, conclusion, title, full manuscript argument, pre-submission cover letter, title page, highlights, author-contribution statement, availability/declaration text, reviewer suggestions, or a complete initial submissi...Votes: 0GitHub stars: 8
- Naval ArchitectExpert-thinking profile for Naval Architect (ship & offshore design / hydrostatics / hydrodynamics / class compliance): Reasons from displacement, Bonjean/KN–GZ stability, ITTC-78 resistance extrapolation, Wageningen B-series propulsion, WAMIT/NEMOH seakeeping, and IACS CSR scantlings while treating Froude/Re scale mismatch, free- surface GM error, Holtrop range violations, and trial CA bias as first-class failure modes.Votes: 0GitHub stars: 8
- Ncbi Entrez SkillSubmit compact NCBI Entrez E-Utilities requests for PubMed, Gene, Protein, Nucleotide, PMC metadata, and GEO metadata workflows. Use when a user wants concise Entrez search, fetch, summary, or link results; save raw JSON or XML only on request.Votes: 0GitHub stars: 8
- Nemoclaw User Get StartedInstalls NemoClaw, launches a sandbox, and runs the first agent prompt. Use when onboarding, installing, or launching a NemoClaw sandbox for the first time. Trigger keywords - nemoclaw quickstart, install nemoclaw openclaw sandbox, nemohermes quickstart, hermes agent nemoclaw, run hermes openshell sandbox, nemoclaw prerequisites, nemoclaw supported platforms, nemoclaw hardware software, nemoclaw windows wsl2 setup, nemoclaw install windows docker desktop.Votes: 0GitHub stars: 8
- Neo4j Agent Memory SkillAuthoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. Use this skill whenever the user mentions neo4j-agent-memory, agent memory with Neo4j, context graphs, the POLE+O model, MemoryClient/MemorySettings, the memory MCP server, or any of the framework integrations (LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, Microsoft Agent Framework, OpenAI Agents, L...Votes: 0GitHub stars: 8
- Neo4j Aura Agent SkillManages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete,Votes: 0GitHub stars: 8
- Neo4j Aura Graph Analytics SkillServerless Aura Graph Analytics (AGA) GDS Sessions — covers GdsSessions,Votes: 0GitHub stars: 8
- Neo4j Aura Provisioning SkillProvisions and manages Neo4j Aura instances via CLI (aura-cli v1.7+) or REST API.Votes: 0GitHub stars: 8
- Neo4j Cli Tools SkillUse when working with Neo4j command-line tools — neo4j-cli (modern unifiedVotes: 0GitHub stars: 8
- Neo4j Cypher SkillGenerates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x.Votes: 0GitHub stars: 8
- Neo4j Document Import SkillIngests unstructured and semi-structured documents into Neo4j as a knowledge graph.Votes: 0GitHub stars: 8
- Neo4j Driver Dotnet SkillNeo4j .NET Driver v6 — IDriver lifecycle, DI registration (singleton), ExecutableQueryVotes: 0GitHub stars: 8
- Neo4j Driver Go SkillCovers the Neo4j Go Driver v6 — driver lifecycle, ExecuteQuery, managed andVotes: 0GitHub stars: 8
- Neo4j Driver Java SkillNeo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery,Votes: 0GitHub stars: 8
- Neo4j Driver Javascript SkillNeo4j JavaScript/TypeScript Driver v6 — driver lifecycle, executeQuery,Votes: 0GitHub stars: 8
- Neo4j Driver Python SkillNeo4j Python Driver v6 — driver lifecycle, execute_query, managed and explicitVotes: 0GitHub stars: 8
- Neo4j Gds SkillNeo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher —Votes: 0GitHub stars: 8
- Neo4j Getting Started SkillOrchestrates zero-to-running-app in 8 stages — prerequisites → context →Votes: 0GitHub stars: 8
- Neo4j Graphql SkillBuild and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS).Votes: 0GitHub stars: 8
- Neo4j Graphrag SkillBuild GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag PythonVotes: 0GitHub stars: 8
- Neo4j Migration SkillMigrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x)Votes: 0GitHub stars: 8
- Neo4j Modeling SkillDesign, review, and refactor Neo4j graph data models. Use when choosing nodeVotes: 0GitHub stars: 8
- Neo4j Nvl SkillNeo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser.Votes: 0GitHub stars: 8
- Neo4j Query Tuning SkillDiagnoses and fixes slow Neo4j Cypher queries by reading execution plans, identifyingVotes: 0GitHub stars: 8
- Neo4j Security SkillProgrammatic security management in Neo4j — RBAC/ABAC, user lifecycle (CREATE/ALTER/DROP USER),Votes: 0GitHub stars: 8
- Neo4j Vector Index SkillCreate and manage Neo4j vector indexes, run vector similarity search (ANN/kNN),Votes: 0GitHub stars: 8
- Netlify Cli And DeployGuide for using the Netlify CLI and deploying sites. Use when installing the CLI, linking sites, deploying (Git-based or manual), managing environment variables, or running local development. Covers netlify dev, netlify deploy, Git vs non-Git workflows, and environment variable management.Votes: 0GitHub stars: 8
- Netlify IdentityUse when the task involves authentication, user signups, logins, password recovery, OAuth providers, role-based access control, or protecting routes and functions. Use `@netlify/identity`. Never use `netlify-identity-widget` or `gotrue-js` — they are deprecated.Votes: 0GitHub stars: 8
- Network EngineerExpert-thinking profile for Network Engineer (operations / design — campus, WAN, datacenter fabric): Reasons from OSI layering, control vs. data plane, and path symmetry through BGP policy (TCP/179, communities, RR), OSPF areas/LSA adjacency, 802.1Q VLAN/trunk design, spine-leaf Clos/VXLAN-EVPN fabrics, and L1→L7 troubleshooting while treating asymmetric routing, MTU black holes, native-VLAN mismatch, and BGP...Votes: 0GitHub stars: 8
- Network ScientistExpert-thinking profile for Network Scientist (graph theory / community detection / generative models (SBM, ERGM) / network dynamics / null-model inference): Reasons from adjacency structure, generative models, and null hypotheses through configuration- model and SBM/ERGM nulls, CSN power-law fitting with log-normal Vuong tests, and multi-algorithm community detection (Louvain, Leiden, Infomap, graph-tool) while treating artifactual scale-free tails from correlation...Votes: 0GitHub stars: 8
- NeuroanatomistExpert-thinking profile for Neuroanatomist (wet-lab histology / tract tracing + computational atlas registration): Stereotaxic targeting and skull leveling, Paxinos/Allen atlases, anterograde/retrograde tracing, Nissl vs IHC, BrainGlobe/QuickNII registration, and injection-spread or fibers-of-passage artifacts.Votes: 0GitHub stars: 8
- NeuroendocrinologistExpert-thinking profile for Neuroendocrinologist (wet-lab / in vivo physiology + translational neuroendocrine): Reasons from hypothalamic–pituitary portal axes (HPA, HPG, HPT), KNDy/GnRH pulsatility, SCN circadian gating, and SON/PVN neuropeptide release; uses HypoMap/HYPOMAP, stereotaxics with opto/chemogenetics, validated ELISA/RIA/FCM and LC-MS/MS, CoAL/CAR reporting, while treating bleed-stress corticosterone, pulse...Votes: 0GitHub stars: 8
- NeuroengineerExpert-thinking profile for Neuroengineer (wet-lab / neural interfaces / chronic electrophysiology / translational regulatory): Reasons from electrode–electrolyte charge-density limits and foreign-body gliosis through Utah/Neuropixels chronic recording, EIS impedance spectroscopy, Kilosort3/MountainSort validation, FDA IDE pathways, and explant histology (GFAP/Iba1) while treating impedance drift, unvalidated auto-sort inflation, and...Votes: 0GitHub stars: 8
- Neuroimaging ScientistExpert-thinking profile for Neuroimaging Scientist (clinical / research): Reasons from k-space acquisition physics, BOLD hemodynamics, and per-voxel statistical models through fMRIPrep/QSIPrep BIDS pipelines, FSL/SPM/nilearn analysis, neuroCombat harmonization, and TFCE/permutation inference while treating head motion, partial- volume and reference-region errors in PET, global-signal...Votes: 0GitHub stars: 8
- NeuroinformaticianExpert-thinking profile for Neuroinformatician (data standards / BIDS-NWB / reproducible pipelines / archive federation (DANDI, OpenNeuro) / atlas registration): Reasons from FAIR schema, provenance, and pinned software environments through BIDS, NWB, ontologies, versioned Snakemake/Nextflow pipelines, and bids- validator/nwbinspector checks while treating silent metadata failures like wrong NWB units, colliding multi-site subject IDs, unsynced event onsets, and atlas-version...Votes: 0GitHub stars: 8
- NeurologistExpert-thinking profile for Neurologist (clinical / research): Reasons from anatomic localization, time course, and phenomenology through NIHSS/ASPECTS stroke triage, ILAE 2025 seizure classification, McDonald 2017 and AQP4/MOG cell-based assays, EEG and EMG/NCS, and SNOOP4 red flags, while treating CT-negative early ischemia, ~50%-sensitive routine EEG, MS-versus-NMOSD/MOGAD...Votes: 0GitHub stars: 8
- NeuropharmacologistExpert-thinking profile for Neuropharmacologist (wet-lab / in vitro pharmacology + in vivo behavioral PK/PD + translational imaging): Reasons from Kp,uu,brain and receptor occupancy, radioligand binding with depletion-aware Ki, biased GPCR/allosteric signaling, PDSP/GtoPdb panels, microdialysis and PET RO, and operant self- administration while treating Cheng-Prusoff error, P-gp efflux, FST validity limits, and patch-clamp Rs artifacts as first-class...Votes: 0GitHub stars: 8
- NeurophysiologistExpert-thinking profile for Neurophysiologist (wet-lab / intracellular & extracellular electrophysiology + spike sorting): Reasons from membrane biophysics, patch clamp Rs/seal quality, Neuropixels AP/LF streams, LFP referencing and spike contamination, Kilosort4/Phy curation, and stimulation-artifact suppression.Votes: 0GitHub stars: 8
- NeuroscientistExpert-thinking profile for Neuroscientist (integrative / multiscale circuits / in vivo electrophysiology + optogenetics / translational (ARRIVE, BIDS/NWB)): Expert profile for neuroscientist — see AGENTS.md for field-specific methods and failure modes.Votes: 0GitHub stars: 8
- NextflowBuild, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2, processes/channels/operators, samplesheets, or wants to run a community pipeline (e.g. nf-core/rnaseq, nf-core/sarek), write or test a module/subworkflow with nf-test, configure executors/containers (Docker, Singularity/Apptainer, Conda, Wave), scale a workflow to HPC/SLURM or cloud (AWS Batch, Google Batch, Azure, Kubernetes), or ...Votes: 0GitHub stars: 8
- NextjsNext.js App Router expert guidance. Use when building, debugging, or architecting Next.js applications — routing, Server Components, Server Actions, Cache Components, layouts, middleware/proxy, data fetching, rendering strategies, and deployment on Vercel.Votes: 0GitHub stars: 8
- Ngs Amplicon MicrobiomeKick off public 16S, 18S, ITS, COI, or other marker-gene amplicon microbiome workflows using nf-core/ampliseq, QIIME2, DADA2, and Cutadapt.Votes: 0GitHub stars: 8
- Ngs Analysis RouterRoute BCL, FASTQ, BAM/CRAM, count-matrix, or VCF sequencing requests to the right public NGS analysis skill and ask only the missing assay-specific setup questions.Votes: 0GitHub stars: 8
- Ngs Atacseq Peaks QcRun or plan ATAC-seq QC, alignment, TSS enrichment, fragment-size, blacklist, peak-calling, consensus peak, and differential accessibility workflows.Votes: 0GitHub stars: 8