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Claude Skills by stanfish06
github.com/stanfish061,787 skills13 installs1,944 views
- StratigrapherExpert-thinking profile for Stratigrapher (outcrop + subsurface / sequence stratigraphy / well & seismic correlation / biostratigraphy / basin analysis (ICS, NACS)): Reasons from the material-strata-versus-conceptual-time distinction, accommodation-and-supply systems tracts, and confidence-tiered correlation through ICS/NACS codes, sequence surfaces (SB, MFS, TS), wireline and seismic well ties, and biostratigraphic FAD/LAD plus U-Pb and chemostratigraphic tie points, while...Votes: 0GitHub stars: 8
- StreamlitBuilding data apps and dashboards in Python with Streamlit — the top-to-bottom rerun model, st.session_state, caching with st.cache_data/st.cache_resource, forms and st.fragment to limit reruns, multipage apps via st.Page/st.navigation, chat UIs (st.chat_message/st.chat_input), dataframe/plot display, and deployment with streamlit run. Use when building an interactive dashboard, internal data tool, model demo, or chat frontend in pure Python, or when debugging unexpected reruns, lost widget s...Votes: 0GitHub stars: 8
- String TheoristExpert-thinking profile for String Theorist (formal hep-th / compactification & moduli stabilization / AdS-CFT holography / swampland & string phenomenology): Reasons from worldsheet CFT anomaly cancellation, moduli stabilization, and effective-field-theory consistency through KKLT/LVS flux compactifications, KLT/CHY/BCFW amplitude methods, and AdS/CFT large-N holography while treating tadpole mismatches, runaway moduli, unstabilized de Sitter uplifts, and...Votes: 0GitHub stars: 8
- Stripe Best PracticesGuides Stripe integration decisions — API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, Treasury financial accounts, integration surfaces (Checkout, Payment Element), and migrating from deprecated Stripe APIs. Use when building, modifying, or reviewing any Stripe integration — including accepting payments, building marketplaces, integrating Stripe, processing payments, setting up subscriptions, or creating ...Votes: 0GitHub stars: 8
- Struct PredictorProtein structure prediction with Boltz-2. Accepts YAML inputs (single protein or multi-chain complex), runsVotes: 0GitHub stars: 8
- Structural BiologistExpert-thinking profile for Structural Biologist (wet-lab / X-ray crystallography / cryo-EM / NMR): Reasons from the phase problem, CTF, and gold-standard FSC; refines with CCP4/PHENIX/RELION/cryoSPARC; validates with MolProbity and OneDep while treating preferred orientation, twinning, and radiation damage as first-class failure modes.Votes: 0GitHub stars: 8
- Structural BiologyStructure retrieval, confidence-aware AlphaFold DB usage, coordinate download, PAE and pLDDT interpretation, and structure-guided biological annotation.Votes: 0GitHub stars: 8
- Structural EngineerExpert-thinking profile for Structural Engineer (analysis & design / LRFD-ASD limit states / seismic & wind lateral systems / connections & foundations / codes (ASCE 7, ACI 318, AISC...): Reasons from equilibrium, load-path continuity, ductility, and code-mandated safety formats through ASCE 7 load combinations, ETABS/SAP2000 models with independent hand checks, AISC 360/341 and ACI 318 capacity design, and ASCE 41 evaluation, while treating soft-story drift, brittle connection and anchor bre...Votes: 0GitHub stars: 8
- Structural GeologistExpert-thinking profile for Structural Geologist (field mapping / balanced cross sections / microstructural petrofabrics / active tectonics & paleoseismology / fault- slip inversion): Reasons from stress, strain, kinematics, and Mohr-Coulomb failure through stereonet fault-slip analysis, area-balanced cross sections in Move, quartz/calcite paleopiezometry on EBSD-indexed CPO, and geodetic-plus-trench slip-rate estimates while treating heterogeneous-fault paleostress inversion, map-pattern ver...Votes: 0GitHub stars: 8
- Superconductivity ScientistExpert-thinking profile for Superconductivity Scientist (experimental / computational / materials discovery & applied conductors): Reasons from BCS/Eliashberg/GL order parameters, pairing symmetry, and vortex physics; validates Tc with Meissner/χ/C triads, phase-sensitive Josephson tests, ARPES/STM gaps, and EPW; uses SuperCon/3DSC and IEC 61788 Ic standards while treating filamentary transitions, pseudogap misreads, DAC flux trapping, and HTS...Votes: 0GitHub stars: 8
- Superhuman MailUse Superhuman Mail MCP for email and calendar workflows such as searching inboxes, reading threads, drafting or sending mail, managing labels, checking read statuses, finding availability, and creating or updating events.Votes: 0GitHub stars: 8
- Supply Chain SecurityUse for software supply-chain security assessment covering SBOM, SCA, CI/CD pipelines, container images, build integrity, dependency provenance, and vulnerability reachability.Votes: 0GitHub stars: 8
- Supply ChainInteractive supply chain dashboard mapping suppliers, customers, andVotes: 0GitHub stars: 8
- Supramolecular ChemistExpert-thinking profile for Supramolecular Chemist (wet-lab / host-guest binding / self-assembly / ITC + NMR titration / SCXRD): Reasons from noncovalent binding free energies (ΔG = ΔH − TΔS), host-guest complementarity, and cooperative assembly through ITC, NMR titration with global fitting (Bindfit, SupraFit), Job's method, and SCXRD while treating wrong-stoichiometry K fits, kinetic traps mistaken for thermodynamic products, ITC...Votes: 0GitHub stars: 8
- Surface ChemistExpert-thinking profile for Surface Chemist (experimental / UHV & ambient surface analysis / colloid & interface science): Reasons from interfacial thermodynamics, Langmuir/BET/D-R adsorption, and Young–Dupré wetting through XPS (ISO 15472/18118, AdC vacuum-level alignment, SESSA), contact-angle SFE (OWRK/vOCG, ASTM D7490), QCM-D viscoelastic modeling, ToF-SIMS, SAMs, and ISO 20579 handling while treating adventitious carbon, charging...Votes: 0GitHub stars: 8
- Surface Engineering SpecialistExpert-thinking profile for Surface Engineering Specialist (laboratory / deposition & surface treatment / tribology & corrosion qualification): Reasons from tribological system design, Archard wear, Stribeck regimes, and Pourbaix/galvanic coupling; selects PVD/CVD/PEO/conversion stacks with HiPIMS etch and interlayers; validates with ISO 20502 scratch, ASTM G99/G133, G119 tribocorrosion, and ISO 14577 nanoindentation while treating delamination stress, arc...Votes: 0GitHub stars: 8
- Surface PhysicistExpert-thinking profile for Surface Physicist (UHV surface science / electron spectroscopy / scanning-probe microscopy / surface diffraction / catalysis & 2D epitaxy): Reasons from surface thermodynamics, adsorption coverage, work function, and probe escape depth through XPS/ARPES, LEED I(V) and CTR analysis, STM/AFM, TPD with Redhead analysis, and DFT slabs while treating adventitious-carbon contamination, differential charging, electron-beam and tip-induced damage, and...Votes: 0GitHub stars: 8
- Surgeon ScientistExpert-thinking profile for Surgeon-Scientist (clinical / research): Reasons from anatomy, pathophysiology, and the IDEAL stage of surgical innovation through IDE/IND pathways, NSQIP/STS registry risk-adjustment, CUSUM learning-curve analysis, and ischemia-timed biobank SOPs while treating unrisk-adjusted case series, indication- confounded surgeon-preference comparisons, cold-ischemia...Votes: 0GitHub stars: 8
- Surveyor Geomatics EngineerExpert-thinking profile for Surveyor / Geomatics Engineer (field / office geodetic, cadastral, construction, hydro, and remote sensing): Reasons from datum/epoch/geoid and NSRS 2022 migration, CSF grid–ground, Baarda/3D least squares, NGS 92/ALTA RPP/ASPRS RMSE and IHO S-44 TPU; treats prism constants, BIM Helmert, and mixed CRS as first-class failure modes.Votes: 0GitHub stars: 8
- Sustainability ScientistExpert-thinking profile for Sustainability Scientist (sustainability reporting / GHG accounting (GHG Protocol, GRI/ISSB/ESRS) / planetary boundaries / circularity & nexus / scenario analysis): Reasons from measurable capitals, planetary-boundary safe operating space, and absolute-versus-intensity impact through GHG Protocol Scope 1/2/3 accounting, GRI/ISSB/ESRS disclosure, MCI circularity and MFA, and IPCC SSP/IEA/NGFS scenario analysis, while treating greenwashing offsets without additionali...Votes: 0GitHub stars: 8
- Swiftpm MacosBuild, run, and test SwiftPM macOS packages and executables. Use when the repo is package-first or has no Xcode project.Votes: 0GitHub stars: 8
- Swiftui PatternsBuild macOS SwiftUI scenes and components with desktop patterns. Use when shaping windows, commands, toolbars, settings, split views, or inspectors.Votes: 0GitHub stars: 8
- Synthetic BiologistExpert-thinking profile for Synthetic Biologist (engineering biology / DBTL / genetic circuits + metabolic pathways / Golden Gate + Gibson assembly / SBOL-SBML standards / biosafety (NIH...): Reasons from biological parts, the DBTL cycle, chassis context, and the central dogma as a wiring diagram through Golden Gate and Gibson assembly, SBOL/SBML encoding, RPU/MEFL-calibrated characterization, and FBA models while treating metabolic burden, genetic instability, plasmid loss, and resource comp...Votes: 0GitHub stars: 8
- Systems BiologistExpert-thinking profile for Systems Biologist (computational / research): Reasons from network motifs, separation of structure from dynamics, mass-balance constraints, and multi-layer measurement coupling through COBRApy/FBA-pFBA-FVA, ODE/Boolean simulation (COPASI, BoolNet, CellNOpt), and MOFA+/mixOmics integration while treating batch artifacts, gap-filled reactions, parameter...Votes: 0GitHub stars: 8
- Systems EngineerExpert-thinking profile for Systems Engineer (requirements / architecture / integration / V&V / MBSE): Reasons from stakeholder needs, ISO/IEC/IEEE 15288 life- cycle processes, and V-model verification/validation through bidirectional requirements trace (DOORS/Polarion), MBSE SysML digital threads, ICD interface control, DSM integration sequencing, MCDA trade studies, and FMEA/FTA/STPA risk—while treating scope creep...Votes: 0GitHub stars: 8
- Systems NeuroscientistExpert-thinking profile for Systems Neuroscientist (wet-lab / in vivo neurophysiology + behavioral neuroscience + computational analysis): Reasons across circuits, Neuropixels/calcium imaging, behavior, optogenetics/chemogenetics, connectomics, and multi-timescale animal models—with rigor on sync, controls, and causal claims.Votes: 0GitHub stars: 8
- Taxonomist SystematistExpert-thinking profile for Taxonomist / Systematist (museum / field / lab / integrative alpha taxonomy & nomenclature): Reasons from nomenclature–taxonomy separation and ICZN/Madrid Code typification (holotype/lectotype/neotype) through integrative delimitation (morphology, bPP/ASAP/BOLD), monograph and checklist workflows; uses ZooBank/IPNI/MycoBank, Darwin Core/GBIF IPT/COL, TaxonWorks/Specify, and BHL protologues while treating...Votes: 0GitHub stars: 8
- TeamsSearch through Microsoft Teams chats or channels, triage unread or recent activity, draft follow-ups, and manage Planner tasks through connected Teams data.Votes: 0GitHub stars: 8
- TearsheetQuick one-page company overview and snapshotVotes: 0GitHub stars: 8
- Tech Paper TemplateStructures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, methodology modules, contributions), positions the paper as Technique or New Problem/Setting, and runs a four-point self-consistency check. Use when the user is brainstorming a paper, discussing progress with an advisor, or planning the paper before drafting. Also use for 'paper skeleton', 'paper logic chain', 'thinking template', 'paper-structu...Votes: 0GitHub stars: 8
- Technology SelectionGuides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX Runtime, and OllamaSharp. Covers the full spectrum from classic ML through modern LLM orchestration to local inference. Use when adding classification, regression, clustering, anomaly detection, recommendation, LLM integration (text generation, summarization, reasoning), RAG pipelines with vector se...Votes: 0GitHub stars: 8
- Telecommunications EngineerExpert-thinking profile for Telecommunications Engineer (RAN/backhaul/core / link budgets / propagation modeling / spectrum compliance (3GPP, ITU-R, FCC Part 47)): Expert profile for telecommunications engineer — see AGENTS.md for field-specific methods and failure modes.Votes: 0GitHub stars: 8
- TelemetryAdd and verify lightweight macOS runtime telemetry. Use when wiring Logger events or inspecting logs for windows, sidebars, menus, and actions.Votes: 0GitHub stars: 8
- Template AuthoringGuides creation and validation of custom dotnet new templates from existing projects. Generates a .template.config/template.json that preserves the source project's conventions. USE FOR: creating a reusable dotnet new template from an existing project, bootstrapping .template.config/template.json with correct identity, shortName, parameters, and post-actions, adding parameters or conditional content to a template you are authoring, validating the template.json you are authoring before publish...Votes: 0GitHub stars: 8
- Template ComparisonCompares two or more dotnet new templates side by side to help users choose between them based on parameters, feature support, frameworks, and classifications. USE FOR: deciding between similar templates (webapi vs webapp, blazor vs blazorwasm, console vs worker), producing a side-by-side comparison of parameters and feature support, understanding how templates differ before creating a project. DO NOT USE FOR: creating a project from a template (use template-instantiation), authoring or valid...Votes: 0GitHub stars: 8
- Template DiscoveryHelps find, inspect, and compare (at a high level) .NET project templates. Resolves natural-language project descriptions to ranked template matches with pre-filled parameters. USE FOR: finding the right dotnet new template for a task, inspecting a template's parameters and constraints, understanding what a template produces before creating a project, resolving intent like "web API with auth" to concrete template + parameters. DO NOT USE FOR: actually creating projects (use template-instantia...Votes: 0GitHub stars: 8
- Template InstantiationCreates .NET projects from templates with validated parameters, smart defaults, Central Package Management adaptation, and latest NuGet version resolution. USE FOR: creating new dotnet projects, scaffolding solutions with multiple projects, installing or uninstalling template packages, creating projects that respect Directory.Packages.props (CPM), composing multi-project solutions (API + tests + library), getting latest NuGet package versions in newly created projects. DO NOT USE FOR: finding...Votes: 0GitHub stars: 8
- Template Smart DefaultsApplies cross-parameter default rules when creating .NET projects with dotnet new, filling gaps consistently without overriding values the user set explicitly. USE FOR: choosing which target framework to pair with native AOT, deciding whether to keep HTTPS when authentication is enabled, recognizing that controllers and minimal-API flags are mutually exclusive, filling unset related parameters during project creation, explaining why a default was applied and ensuring an explicit user value is...Votes: 0GitHub stars: 8
- Template ValidationValidates custom dotnet new templates for correctness before publishing. Catches missing fields, parameter bugs, shortName conflicts, constraint issues, and common authoring mistakes that cause templates to fail silently. USE FOR: checking template.json files for errors before publishing or testing, diagnosing why a template doesn't appear after installation, reviewing template parameter definitions for type mismatches and missing defaults, finding shortName conflicts with dotnet CLI commands...Votes: 0GitHub stars: 8
- TemplateCanonical rules and HTML/CSS contract for the page chrome (head boilerplate, cover, table of contents, section block, sources-section wrapper, footer, outlook-badge, design tokens) shared across Moody's Agentic Solutions HTML report skills (earnings-call-summary, peer-analysis, public-information-book, sector-analysis, etc.). Sibling of `skills/shared/citations/` using the same inlining pattern. Parent skills must read BOTH this `SKILL.md` (authoring rules: shared-layer classes, allowed per-s...Votes: 0GitHub stars: 8
- TempoStand up Grafana Tempo as a cost-efficient distributed-tracing backend that only needs object storage, and write TraceQL queries against it. Covers OTLP + Jaeger + Zipkin ingestion, the distributor → live-store → block-builder → object-storage write path, metrics-generator for RED spanmetrics + service graphs, Helm `tempo-distributed` deployment, multi-tenant `X-Scope-OrgID`, TraceQL span / resource / event scopes, structural operators (`>>`, `<<`), `rate()` + `quantile_over_time` metrics, an...Votes: 0GitHub stars: 8
- TerraformTerraform and OpenTofu infrastructure-as-code (IaC) — declare cloud/SaaS resources in HCL, manage state with remote backends and locking, author and consume modules, and run the init/plan/apply/destroy lifecycle. Use whenever the user mentions Terraform, OpenTofu, the tofu CLI, IaC, "infrastructure as code", provisioning cloud resources, .tf/HCL files, tfstate/backends, providers, modules, workspaces, drift, or importing existing infrastructure. For AWS-only IaC written in a general-purpose l...Votes: 0GitHub stars: 8
- Test Analysis ExtensionsProvides file paths to language-specific reference files for the test ANALYSIS skills (assertion-quality, test-anti-patterns, test-gap-analysis, test-smell-detection, test-tagging). Call this skill to discover available extension files (e.g., dotnet.md for .NET/MSTest/xUnit/NUnit/TUnit, python.md for pytest/unittest, typescript.md for Jest/Vitest/Mocha, java.md for JUnit/TestNG, etc.). Do not use directly — invoked by the test-quality-auditor agent and polyglot analysis skills that need frame...Votes: 0GitHub stars: 8
- Test Anti PatternsAudits an existing test file or suite in any language for anti-patterns and quality issues — produces a severity-ranked report (Critical/Warning/Info). INVOKE whenever asked to audit or review tests, find what's wrong with a suite, judge whether tests are any good, or check for: tests that pass but verify nothing, missing assertions, swallowed exceptions, self-comparing / tautological assertions, coverage-touching tests, broad exceptions, flaky or order-dependent tests (Thread.Sleep, DateTime...Votes: 0GitHub stars: 8
- Test Gap AnalysisPerforms pseudo-mutation analysis on production code in any language to find gaps in existing tests. Use when the user asks to find weak or shallow tests, discover untested edge cases, or check whether tests would catch a bug — e.g. \"would my tests catch it if someone changed the code\", \"would a subtle logic or boundary change slip past the current tests\", \"are my tests strong enough to catch a subtle bug\". Evaluates test effectiveness through mutation-style reasoning: analyzes mutation...Votes: 0GitHub stars: 8
- Test Smell DetectionDeep-dive audit using the full testsmells.org 19-smell academic catalog for tests in any language. Every finding maps to a named, citable smell from the research literature (Assertion Roulette, Duplicate Assert, Mystery Guest, Eager Test, Sensitive Equality, Conditional Test Logic, Sleepy Test, Magic Number Test, etc.) with research-backed severity. Polyglot: .NET (MSTest/xUnit/NUnit/TUnit), Python (pytest/unittest), TS/JS (Jest/Vitest/Mocha/node:test), Java (JUnit/TestNG), Go, Ruby (RSpec/Mi...Votes: 0GitHub stars: 8
- Test TaggingAnalyzes test suites in any language and tags each test with standardized traits (positive, negative, critical-path, boundary, smoke, regression, integration, performance, security). Use when the user wants to categorize, audit, or label tests with traits. Works across .NET (MSTest/xUnit/NUnit/TUnit), Python (pytest), TS/JS (Jest/Vitest), Java, Go, Ruby, Rust, Swift, Kotlin, PowerShell, and C++ — auto-editing when the framework has canonical tag syntax, otherwise report-only. Do not use for w...Votes: 0GitHub stars: 8
- Test TriageTriage macOS tests across Xcode and SwiftPM. Use when narrowing failures, explaining assertions or crashes, or separating setup from regressions.Votes: 0GitHub stars: 8
- Testing Data VisualizationsTest data visualizations and dashboards. Use when the user needs chart or diagram test strategy, screenshot or image diff testing, visual regression, mocked or synthetic chart data, component or unit tests, E2E dashboard QA, interactive UML-like diagram verification, scroll-driven story verification, export verification, or guidance on avoiding brittle over-testing.Votes: 0GitHub stars: 8
- Theoretical ChemistExpert-thinking profile for Theoretical Chemist (dynamics theory / PES construction / TST & master-equation kinetics / quantum scattering): Reasons from Hamiltonians, partition functions, and flux through dividing surfaces using validated potential energy surfaces, variational transition state theory with Eckart and small-curvature tunneling (Polyrate), and master-equation falloff solvers (MESMER, MultiWell), while treating spurious saddle imaginary...Votes: 0GitHub stars: 8