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Claude Skills by stanfish06
github.com/stanfish061,773 skills143 installs3,463 views
- Migrate Dotnetfx To NetMigrate a .NET Framework (4.x) project or solution to modern .NET (10), the large cross-runtime jump — not a version bump. USE FOR: ".NET Framework migration", "netfx to net", porting net48/net472 to net10.0 (or net8.0/net9.0), assessment with the .NET Upgrade Assistant / GitHub Copilot app modernization ("modernize .NET") / apiport, converting old-style .csproj to SDK-style, "packages.config" → <PackageReference>, replacing System.Configuration, "WCF migration" to CoreWCF or gRPC, porting Sy...Votes: 0GitHub stars: 8
- Migrate Mstest V1v2 To V3Migrate MSTest v1 or v2 test projects to MSTest v3. Use when the user asks to upgrade MSTest and the project has QualityTools assembly references, MSTest.TestFramework/TestAdapter 1.x-2.x, .testsettings, or migration errors after changing those packages to 3.x. USE FOR: upgrading from MSTest v1 assembly references (Microsoft.VisualStudio.QualityTools.UnitTestFramework) or MSTest v2 NuGet (MSTest.TestFramework 1.x-2.x) to MSTest v3, fixing assertion overload errors (AreEqual/AreNotEqual), upda...Votes: 0GitHub stars: 8
- Migrate Static To WrapperReplace existing static dependency call sites with a wrapper or built-in abstraction that already exists or is registered in DI. Codemod-style bulk replacement of DateTime.Now/UtcNow to TimeProvider, File.ReadAllText to IFileSystem, and similar, across a bounded scope (file, project, namespace), adding constructor injection to affected classes and updating their unit tests to use a test double. USE FOR: replace DateTime.UtcNow/DateTime.Now with TimeProvider and add the constructor parameter, ...Votes: 0GitHub stars: 8
- Migrate Vstest To MtpMigrates .NET test projects from VSTest to Microsoft.Testing.Platform (MTP). Use when user asks to "migrate to MTP", "switch from VSTest", "enable Microsoft.Testing.Platform", "use MTP runner", set OutputType=Exe only for test projects in Directory.Build.props, or mentions EnableMSTestRunner, EnableNUnitRunner, or UseMicrosoftTestingPlatformRunner. USE FOR: MTP behavioral differences vs VSTest (exit code 8, zero tests discovered, --ignore-exit-code, TESTINGPLATFORM_EXITCODE_IGNORE); centraliz...Votes: 0GitHub stars: 8
- Migrate Xunit To MstestConvert .NET test projects from xUnit.net v2 or v3 to MSTest v4. Use for replacing xunit packages, [Fact]/[Theory], xUnit assertions, fixtures, ITestOutputHelper, traits, skips, and xUnit parallelization with MSTest equivalents while preserving the current VSTest or MTP runner. DO NOT USE FOR: xUnit v2 to v3 upgrades, MSTest version upgrades, migrations from NUnit/TUnit, or runner-only VSTest to MTP migrations.Votes: 0GitHub stars: 8
- Migrating Dbt Core To FusionUse when a user needs help triaging dbt-core to Fusion migration errors. Runs dbt-autofix first, then classifies remaining errors into actionable categories (auto-fixable, guided fixes, needs input, blocked).Votes: 0GitHub stars: 8
- Migrating Dbt Project Across PlatformsUse when migrating a dbt project from one data platform or data warehouse to another (e.g., Snowflake to Databricks, Databricks to Snowflake) using dbt Fusion's real-time compilation to identify and fix SQL dialect differences.Votes: 0GitHub stars: 8
- MimirStand up Grafana Mimir for horizontally scalable, multi-tenant, long-term Prometheus + OTLP metrics storage. Covers monolithic / read-write / microservices deployment, S3 / GCS / Azure / filesystem block storage, Prometheus `remote_write` and OTLP ingestion, multi-tenancy with `X-Scope-OrgID`, ingester replication factor, compactor retention, and per-tenant limits. Use when running Mimir locally or on Kubernetes (Helm `mimir-distributed`), scaling Prometheus past a single node, picking ingest...Votes: 0GitHub stars: 8
- MineralogistExpert-thinking profile for Mineralogist (laboratory / field mineral identification / crystallography / economic mineralogy): Reasons from crystal chemistry, Pauling coordination, and converging optics–XRD/Raman–EPMA evidence; uses RRUFF/Mindat/AMCSD and CNMNC Checklist 2025 while treating preferred orientation, clay EG/heat triads, metamict amorphization, and QEMSCAN library bias as first-class failure modes.Votes: 0GitHub stars: 8
- Mining GeologistExpert-thinking profile for Mining Geologist (field / exploration drilling / ore deposit modelling / geostatistics / resource estimation): Reasons from deposit-type models (porphyry, VMS, SEDEX, orogenic Au, IOCG, skarn) through oriented core logging, domaining, variography, OK/MIK/LUC estimation, and Chain-of-Mining reconciliation to JORC Table 1, NI 43-101 Item 14, and CIM MRMR reporting; uses Leapfrog, GIM Suite/MX Deposit, and Parker F-series factors...Votes: 0GitHub stars: 8
- Mixpanel AuthManage Mixpanel Headless authentication: check session state, list/add/use accounts, run OAuth login, switch projects/workspaces, manage targets, and check bridge credentials.Votes: 0GitHub stars: 8
- Mixpanel Headless SetupThis skill installs mixpanel_headless, pandas, numpy, matplotlib, seaborn, networkx, anytree, scipy (and pyarrow on Python 3.11+), then verifies Mixpanel credentials. Use when setting up a new environment for Mixpanel data analysis, when dependencies are missing, or when configuring service account or OAuth credentials for the first time.Votes: 0GitHub stars: 8
- MixpanelystUse when the user asks about Mixpanel product analytics, event data, funnel analysis, retention curves, cohort analysis, segmentation queries, user behavior, conversion rates, churn, DAU/MAU, ARPU, revenue metrics, feature adoption, A/B test results, user paths, flow analysis, or any request to query, explore, visualize, or analyze Mixpanel data using Python. Also use when the user asks to read, write, or manage Mixpanel \"business context\" — the markdown documentation that grounds AI assist...Votes: 0GitHub stars: 8
- Mlflow OnboardingOnboards users to MLflow by determining their use case (GenAI agents/apps or traditional ML/deep learning) and guiding them through relevant quickstart tutorials and initial integration. If an experiment ID is available, it should be supplied as input to help determine the use case. Use when the user asks to get started with MLflow, set up tracking, add observability, or integrate MLflow into their project. Triggers on "get started with MLflow", "set up MLflow", "onboard to MLflow", "add MLfl...Votes: 0GitHub stars: 8
- Mlops EngineerExpert-thinking profile for MLOps Engineer (ML lifecycle ops / feature stores & serving / drift monitoring / CI-CD-CT / registry promotion): Reasons from data contracts, feature parity, evaluation gates, and rollback-readiness through MLflow/W&B registries, Feast feature stores, KServe/Triton serving, Great Expectations/TFDV validation, and Evidently PSI/KS drift monitors while treating train-serve skew, data leakage, silent degradation, and schema/concept...Votes: 0GitHub stars: 8
- Mobile ReverseUse for authorized Android or iOS application reverse engineering and security testing, including APK or IPA analysis, runtime instrumentation, SSL pinning, and platform protection checks.Votes: 0GitHub stars: 8
- ModalModal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or scaling Python code to cloud containers with the Modal SDK.Votes: 0GitHub stars: 8
- Modern TypescriptModern TypeScript 5.x idioms — strict tsconfig (strict, noUncheckedIndexedAccess), the type system (unions/intersections, generics + constraints, narrowing, discriminated unions, unknown vs any, utility types, satisfies, as const, template-literal types), ESM & moduleResolution, and type-safe patterns (branded types, exhaustiveness). Use when configuring a tsconfig, writing or reviewing type-safe TypeScript, designing generics or a discriminated union, or decoding a tsc error.Votes: 0GitHub stars: 8
- Mofaplus Multi OmicsMulti-Omics Factor Analysis v2 (MOFA+) with mofapy2. Jointly decompose omics layers (scRNA, ATAC, proteomics, methylation) into latent factors capturing major variation. Multi-group designs. AnnData views → MOFA object → train → variance explained → correlate factors with metadata → visualize/cluster → enrich top loadings.Votes: 0GitHub stars: 8
- Molecular BiologistExpert-thinking profile for Molecular Biologist (wet-lab / molecular genetics / functional genomics / assay validation (MIQE, ARRIVE 2.0)): Reasons from central-dogma sequence flow, binding affinity (Kd/Km/kcat), gene regulation, and biological-versus- technical replicate structure through MIQE-compliant RT-qPCR, ddPCR, Western/flow/microscopy, CRISPR editing with rescue, and IWGAV antibody validation while treating off-target reagent effects, batch...Votes: 0GitHub stars: 8
- Molecular DockingUse when running classical protein-ligand docking with AutoDock Vina, smina, or GNINA, including receptor or ligand preparation, search-box setup, docking, pose analysis, virtual screening, affinity scoring, or GNINA rescoring of DiffDock poses. Trigger terms include docking, PDBQT, binding pose, and protein-ligand.Votes: 0GitHub stars: 8
- Molecular EcologistExpert-thinking profile for Molecular Ecologist (field / lab / computational population & environmental genetics): Reasons from population genetics, eDNA/metabarcoding, and marker choice (microsatellites, SNPs, mtDNA); analyzes with STRUCTURE/ADMIXTURE, hierfstat FST, DADA2 pipelines, and ddPCR; treats null alleles, Wahlund effect, batch effects, and eDNA allelic dropout as first-class failure modes.Votes: 0GitHub stars: 8
- Molecular GeneticistExpert-thinking profile for Molecular Geneticist (clinical / research): Reasons from sequence-as-hypothesis, reference context (genome build, MANE/RefSeq transcript, HGVS), and allele-level molecular consequence through ACMG/AMP-ClinGen criteria, IGV/VEP/SpliceAI/gnomAD/ClinVar review, MIQE-compliant qPCR/ddPCR, and Sanger/NGS validation while treating allele dropout, pseudogene/paralog...Votes: 0GitHub stars: 8
- Molecular NeuroscientistExpert-thinking profile for Molecular Neuroscientist (wet-lab / synaptic biochemistry + optogenetics + viral tracing + region RNA-seq): Reasons from NPQ transmission, AMPAR/NMDAR trafficking, monoamine receptor/transporter systems, optogenetics (ChR2/Chrimson/ACR) with retinal-artifact controls, AAV/rabies circuit tracing, and region RNA-seq with DESeq2/SynGO—integrating synaptic biochemistry, perturbation, and omics while treating mini-detection...Votes: 0GitHub stars: 8
- Molecular PathologistExpert-thinking profile for Molecular Pathologist (clinical / anatomic & molecular diagnostic pathology): Reasons from tumor cellularity, assay-specific LOD, and AMP/ASCO/CAP Tier I–IV classification; validates IHC (CAP ≥90% concordance), FISH (HER2/ALK break-apart), and NGS oncology panels under CAP/CLIA MM09 while treating FFPE deamination, HER2-low/ultralow scoring, PD-L1 TPS vs CPS, and ctDNA CHIP as first-class...Votes: 0GitHub stars: 8
- Molecular VirologistExpert-thinking profile for Molecular Virologist (wet-lab / reverse genetics & virus–host molecular mechanism): Reasons from Baltimore mRNA pathways, RNP/polymerase biochemistry, cap-snatching and expression strategy, CPER/BAC/trVLP rescue, protease cis/trans mapping, viral-factory LLPS, and CRISPR host-factor screens (Brunello/MAGeCK/replicon/TRPPC) with iCLIP/ChIP-seq—while treating CPER PCR errors, DIP packaging competition...Votes: 0GitHub stars: 8
- MolfeatMolecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.Votes: 0GitHub stars: 8
- Molmim NimUse this skill for MolMIM, NVIDIA's BioNeMo NIM microservice for small-molecule latent-space generation and optimization. Invoke for MolMIM, molecular embeddings, hidden states, latent decoding, sampling around a seed SMILES, CMA-ES guided molecule generation, QED or plogP optimization, hosted NVIDIA API calls, or local Docker deployment.Votes: 0GitHub stars: 8
- Monai Medical Imaging AiMedical imaging deep learning with MONAI, PyTorch, pydicom, pathml, histolab, and napari-viz. Use for segmentation, classification, registration, transforms, sliding-window inference, NIfTI/DICOM workflows, medical image datasets, and reproducible clinical imaging AI pipelines.Votes: 0GitHub stars: 8
- Moody S Company AnalysisUse when the user asks for Moody's company profiles, ownership, ratings, credit opinions, financial statements, filings, peers, research, or credit-risk analysis for a company.Votes: 0GitHub stars: 8
- Moody S Earnings BriefProduce an Earnings Call Summary HTML report for 2–5 companies using Moody's GenAI MCP tools. Use this skill whenever the user asks to summarize earnings calls, generate an earnings call summary, analyze earnings transcripts across peers, or create an earnings call report. Trigger even if they just name companies and mention "earnings" or "transcript".Votes: 0GitHub stars: 8
- Moody S Explore McpDiscover and safely explore Moody's MCP tools. Use when the user wants to see what Moody's data is available, verify MCP connectivity, look up an entity, or run a lightweight ratings/research probe before deeper analysis.Votes: 0GitHub stars: 8
- Moody S Issuer BriefProduce a comprehensive Issuer Brief HTML report for a company using Moody's GenAI MCP tools. Use this skill whenever the user asks to create an Issuer Brief, company profile report, credit memo, investment book, or comprehensive company analysis. Also trigger when they ask for a report combining company overview, financials, peer comparison, industry overview, strategic developments, management, credit profile, risks, and ESG into a single document. Trigger even if they just name a company a...Votes: 0GitHub stars: 8
- Moody S Peer AnalysisProduce a Peer Analysis HTML report for a target company and its credit peers using Moody's GenAI MCP tools. Use this skill whenever the user asks to compare a company against its peers, run a peer analysis, do a credit peer comparison, generate a peer group report, or analyze relative credit positioning. Trigger even if they just name a company and mention "peers", "peer comparison", "credit comparison", "peer group", or "relative value".Votes: 0GitHub stars: 8
- Moody S Rating AnalysisProduce a Rating Pitch Report for a company using Moody's GenAI MCP tools, delivered as a self-contained HTML file saved to disk. Use this skill whenever the user asks to create a rating pitch, rating pitch deck, credit pitch, rating presentation, rating pitch report, or rating HTML report. Also trigger when they ask for a comprehensive credit overview combining sector analysis, company financials, SWOT, peer comparison, and ESG into a single report or presentation. Trigger even if they just ...Votes: 0GitHub stars: 8
- Moody S Sector BriefProduce a Sector Brief HTML report for any industry sector using Moody's GenAI MCP tools and web research. Use this skill whenever the user asks to analyze a sector, write a sector report, do an industry analysis, create a sector overview, or generate a sector deep-dive. Trigger even if they just name a sector and mention "analysis", "overview", "outlook", "report", or "deep-dive". Also trigger for phrases like "what's happening in the retail sector" or "give me a sector breakdown for aerospa...Votes: 0GitHub stars: 8
- Morning BriefingGenerates a morning briefing that triages your inbox and previews your day using the Superhuman Mail MCP server — acting as an AI chief of staff. Use this skill whenever someone asks to \"brief me on my day\", \"triage my inbox\", \"what's important in my email\", \"summarize my unread emails\", \"what do I need to deal with today\", \"chief of staff briefing\", \"morning update\", \"inbox summary\", \"what emails need my attention\", \"clear my inbox\", or any variation of wanting a prioriti...Votes: 0GitHub stars: 8
- Morph Ppt 3d3D Morph PPT — extends morph-ppt with GLB model insertion, cinematographic camera, model-content layout, and enriched visual design system.Votes: 0GitHub stars: 8
- Morph PptUse this skill when the user wants a .pptx with smooth cross-slide animation — PowerPoint Morph transitions, Keynote-style continuous motion, shapes that grow / move / rotate as the slide advances. Trigger on: 'morph', 'morph transition', 'smooth transition', 'continuous animation across slides', 'Keynote-style transition', 'animated slide sequence', 'shape continuity across slides'. Output is a single .pptx. This skill is a scene layer on top of officecli-pptx — inherits every pptx v2 rule (...Votes: 0GitHub stars: 8
- Msa Search NimGenerate multiple sequence alignments (MSAs) for protein sequences using the ColabFold MSA-Search NIM. Use for homolog search, UniRef30/ColabFold env searches, A3M or FASTA alignments, paired MSA search for complexes, PDB70 structural templates, hosted NVIDIA API calls, or local Docker deployment. For local deployment, download the databases in parallel with aria2c and launch via NIM_MODEL_NAME (the recommended default fast path, ~14 min vs over 80 min for the built-in downloader); a plain do...Votes: 0GitHub stars: 8
- Multiqc ReporterAggregates QC reports from any bioinformatics tool outputs (FastQC, fastp, STAR, Picard, samtools, etc.) intoVotes: 0GitHub stars: 8
- Muon Multiomics SinglecellMulti-modal single-cell analysis with muon/MuData. Joint RNA+ATAC (10x Multiome), CITE-seq (RNA+protein), other multi-omics. MuData holds per-modality AnnData with shared obs. WNN joint embedding, per-modality preprocessing, MOFA factor analysis. Use scanpy-scrna-seq for single-modality RNA; use muon when combining 2+ omics from the same cells.Votes: 0GitHub stars: 8
- MycobacteriologistExpert-thinking profile for Mycobacteriologist (BSL-3 clinical microbiology / TB-NTM culture & molecular DST / WGS resistance genotyping / public-health reporting): Reasons from slow-growing acid-fast bacilli, knife-edge NALC-NaOH decontamination, and BSL-3 aerosol risk through MGIT culture, Xpert MTB/RIF and line-probe assays, MALDI- TOF and WGS resistance calls against the WHO mutation catalog while treating over- decontamination false negatives, laboratory cross-contamination...Votes: 0GitHub stars: 8
- MycologistExpert-thinking profile for Mycologist (field / herbarium / culture & molecular systematics): Reasons from fungal life cycles, voucher-first taxonomy, and integrated sporocarp–culture–ITS/multilocus workflows; uses MycoBank/UNITE/MaarjAM, FUSARIUM-ID, EPPO Q-bank, and MycoCosm while treating rich-media non-sporulation, ITS saturation in Fusarium/Penicillium, AMF SSU vs ITS misuse, environmental-DNA-only names...Votes: 0GitHub stars: 8
- Nanomaterials ScientistExpert-thinking profile for Nanomaterials Scientist (colloidal synthesis / multi-modal characterization / nanoscale metrology / EHS-regulatory (ISO/TR 13014, OECD)): Reasons from size-dependent thermodynamics, surface-to-volume ratio, and DLVO colloidal stability through TEM/STEM statistics, DLS/NTA, XRD Scherrer, XPS, ICP-MS, and PL quantum-yield methods while treating aggregation, beam damage, intensity-weighted DLS sizing bias, and Ostwald ripening as first-class failure modes.Votes: 0GitHub stars: 8
- NanophysicistExpert-thinking profile for Nanophysicist (experimental / low-T transport / SPM / electron spectroscopy): Reasons from quantum confinement dimensionality, Coulomb diamonds and SET conditions, Kondo vs Luttinger-liquid power laws, and lock-in cryostat transport through STM/STS, AFM/KPFM, and STEM/EELS while treating charging artifacts, tip convolution, contact resistance, and beam-damage plasmon shifts as first-class...Votes: 0GitHub stars: 8
- NanotechnologistExpert-thinking profile for Nanotechnologist (fabrication / integration / nanoscale devices & scale-up): Reasons from length-scale manufacturing limits, EUV/NIL/EBL patterning, DSA defectivity, and interface-controlled integration through CD- SEM/AFM/TEM metrology, SEMI E10 yield discipline, and ISO 80004/FDA nanomaterial reporting while treating SEM shrinkage, NIL residual-layer non-uniformity, overlay error, and...Votes: 0GitHub stars: 8
- Napari VizHeadless bioimage and microscopy visualization with napari. Use this skill when Claude needs to: (1) Visualize 2D/3D/multi-channel microscopy or bioimage data (TIFF, label maps, points/shapes/surfaces), (2) Render 3D volumes (MIP, iso, attenuated MIP) and capture viewport-only screenshots, (3) Configure colormaps, contrast limits, blending, scale bars, and camera in napari, (4) Run napari headlessly (no visible GUI) from self-contained Python scripts.Votes: 0GitHub stars: 8
- Narrow React Prop Typesnarrow React component prop types to match live code pathsVotes: 0GitHub stars: 8
- Natural Language Processing ScientistExpert-thinking profile for Natural Language Processing Scientist (computational / language modeling, evaluation & alignment): Reasons from tokenization, data curation (datatrove/NeMo), and evaluation protocols (SacreBLEU/COMET, IFEval, HELM); enforces contamination audits (ConTAM, perplexity separation), paired bootstrap significance, SFT→DPO/RLHF with alignment-tax checks, and ARR/Dodge reproducibility while treating exposure bias...Votes: 0GitHub stars: 8