All authors

Claude Skills by stanfish06
github.com/stanfish061,787 skills13 installs1,944 views
- Biomedical EngineerExpert-thinking profile for Biomedical Engineer (device R&D / implants / biomechanics / regulatory (510(k), ISO 10993)): Reasons from ISO 14971 risk management, ISO 10993 biocompatibility matrices, ASTM F/ISO 14242 mechanical and wear testing, and FDA 510(k) substantial equivalence; treats stress shielding, UHMWPE osteolysis, F2129 corrosion artifacts, and predicate/material mismatches as first-class failure modes.Votes: 0GitHub stars: 8
- Biomedical Imaging ScientistExpert-thinking profile for Biomedical Imaging Scientist (clinical / research): Reasons from contrast mechanisms, the resolution-SNR-scan-time triangle, and measurement reliability through DICOM/BIDS pipelines, QIBA profiles, phantom QC (ACR, NEMA IQ, Catphan), and blinded central reads (RECIST, RANO, PERCIST) while treating motion, partial volume effects, and cross-scanner harmonization drift as...Votes: 0GitHub stars: 8
- Biophysical ChemistExpert-thinking profile for Biophysical Chemist (wet-lab / biophysics / calorimetry & surface methods / single-molecule / binding thermodynamics & kinetics): Reasons from free energy landscapes, binding equilibria (K_d, ΔG = ΔH − TΔS), and probe–system coupling through ITC, SPR/BLI, smFRET, AUC, and global fitting (KinTek, SEDFIT) while treating probe perturbation, mass-transport-limited kon, aggregation-driven avidity, and two-state melting violations as first-class...Votes: 0GitHub stars: 8
- BiophysicistExpert-thinking profile for Biophysicist (single-molecule biophysics / force spectroscopy / electrophysiology / structural (cryo-EM, NMR) / MD simulation): Reasons from energy landscapes, kT-scale thermodynamics, conformational ensembles, and the equilibrium-versus-kinetics distinction through smFRET, optical/magnetic tweezers, patch clamp, cryo-EM, and MD with force-field validation while treating photobleaching and blinking, FRET crosstalk, tether and series-resistance...Votes: 0GitHub stars: 8
- Bioprocess EngineerExpert-thinking profile for Bioprocess Engineer (wet-lab / integrated biologics USP–DSP, scale-up & GMP validation): Reasons from QTPP–CPP–CQA QbD, CHO fed- batch/perfusion scale-up (P/V, kLa, mixing), platform mAb DSP (Protein A, low-pH viral hold, IEX polish, UF/DF), tech transfer and PPQ lifecycle; treats transport-limited scale-up, harvest fouling, on-column aggregation, SUB leachables, and arbitrary three- batch PPQ as...Votes: 0GitHub stars: 8
- Bioprocess MicrobiologistExpert-thinking profile for Bioprocess Microbiologist (wet-lab / industrial microbial fermentation & GMP biomanufacturing): Reasons from kLa/OTR–OUR balance, fed-batch μ control, off-gas RQ, van't Riet scale-up, and contamination (phage, bioburden, adventitious agents); treats antifoam kLa penalty, exponential-feed open-loop risk, and SUB vs stainless transfer as first-class failure modes.Votes: 0GitHub stars: 8
- BiopythonComprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.Votes: 0GitHub stars: 8
- BioservicesUnified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.Votes: 0GitHub stars: 8
- BiostatisticianExpert-thinking profile for Biostatistician (clinical / computational / trial and omics biostatistics): Reasons from estimands, SAPs, and error budgets; aligns ICH E9(R1), CONSORT/STROBE, multiplicity, MMRM, Cox survival, causal DAGs, and GWAS FDR while treating immortal time, ICEs, and batch confounding as first-class failure modes.Votes: 0GitHub stars: 8
- Biosystems Agricultural Process EngineerExpert-thinking profile for Biosystems & Agricultural Process Engineer (postharvest / grain drying & storage / heat-mass transfer / ag bioprocessing / ASABE standards (D245.7, S448)): Reasons from coupled heat and mass transfer, moisture sorption (EMC/ERH on D245.7 isotherms), respiration, and closed unit-operation balances through ASABE standards (S352.2 oven moisture, S448 Page thin-layer kinetics, D272.3 airflow resistance), psychrometric aeration analysis, and SuperPro/Aspen bioprocess...Votes: 0GitHub stars: 8
- Boltz Check StatusBoltz job status and result recovery. Use when listing jobs, checking progress, resuming downloads, recovering results, or downloading an existing job ID. Not for starting new jobs.Votes: 0GitHub stars: 8
- Boltz Cli SetupBoltz CLI setup and auth. Use when installing, updating, verifying, or authenticating `boltz-api`, or fixing missing CLI, PATH, sandbox, browser login, or auth errors.Votes: 0GitHub stars: 8
- Boltz Protein DesignDesign new protein binders with Boltz. Use when generating protein, peptide, antibody, nanobody, or custom binder candidates for a target. Not for screening existing proteins or small molecules.Votes: 0GitHub stars: 8
- Boltz Protein ScreenScreen existing protein binders with Boltz. Use when ranking a supplied protein, peptide, antibody, nanobody, or binder library against a target. Not for designing new proteins or screening small molecules.Votes: 0GitHub stars: 8
- Boltz Small Molecule AdmePredict Tier-1 ADME/ADMET for small molecules with Boltz from bare SMILES — no target, no docking. Use when the user wants solubility, permeability, or lipophilicity/logD for a molecule or list of molecules. Not for ranking molecules against a protein target (use boltz-small-molecule-screen, which already returns ADME free).Votes: 0GitHub stars: 8
- Boltz Small Molecule DesignDesign new small-molecule binders with Boltz. Use when generating novel ligands or hits for a target without a fixed compound library. Not for screening existing molecules or one-off docking.Votes: 0GitHub stars: 8
- Boltz Small Molecule ScreenScreen existing small-molecule libraries with Boltz. Use when docking, scoring, or ranking a supplied SMILES or compound library against a target; also returns free Tier-1 ADME/ADMET (solubility, permeability, lipophilicity/logD) per molecule. Not for de novo molecule design, one-off docking, or ADME on bare SMILES with no target (use boltz-small-molecule-adme).Votes: 0GitHub stars: 8
- Boltz Structure And BindingPredict structures and binding for one defined complex with Boltz. Use when folding a protein, RNA, DNA, or ligand complex, docking one ligand, predicting an interface, or scoring binding. Not for screening libraries or design.Votes: 0GitHub stars: 8
- Boltz2 NimUse Boltz2 NIM for biomolecular structure prediction and binding affinity. Invoke for Boltz2, protein structures, protein-ligand/DNA/RNA complexes, SMILES or CCD ligands, pIC50/IC50 affinity scoring, mmCIF output, hosted NVIDIA API calls, or local Docker deployment.Votes: 0GitHub stars: 8
- BotanistExpert-thinking profile for Botanist (field / herbarium / lab / computational plant science): Reasons from morphology, floras (FNA/Jepson/eFlora), voucher herbarium specimens (Darwin Core, Index Herbariorum), nomenclature (IPNI/POWO/Madrid Code), APG IV phylogeny, DNA barcoding (rbcL/matK/ITS2), community ecology (vegan adonis2/betadisper, TRY traits), and CITES/ABS ethics; treats vegetative mis-ID...Votes: 0GitHub stars: 8
- Box Content ApiBuild and troubleshoot Box integrations for uploads, folders, folder listings, downloads and previews, shared links, collaborations, search, metadata, event-driven automations, and Box AI retrieval flows. Use when Codex needs to add Box APIs or SDKs to an app, wire Box-backed document workflows, organize or share content, react to new files, or fetch Box content for search, summarization, extraction, or question-answering.Votes: 0GitHub stars: 8
- Brain Computer Interface EngineerExpert-thinking profile for Brain–Computer Interface Engineer (EEG/ECoG/intracortical acquisition, real-time signal processing, and clinical BCI systems): Reasons from modality–paradigm fit (EEG, ECoG, Utah arrays), CSP/Riemannian decoding (pyriemann, MOABB), BCI2000/OpenBCI pipelines, and charge-density stimulation safety; validates within- vs cross-session claims and treats muscle ICA, impedance drift, and IDE/IRB gates as first-class failure modes.Votes: 0GitHub stars: 8
- BrainstormingUse before creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.Votes: 0GitHub stars: 8
- Bridge EngineerExpert-thinking profile for Bridge Engineer (structural design / load rating / inspection-NDE / codes (AASHTO LRFD, AREMA) / fatigue-fracture): Reasons from load paths, limit states, redundancy, and durability through AASHTO LRFD rating (LRFR/inventory vs. operating), FEM grillage and OpenSees models, HEC-18 scour analysis, and NDE such as half-cell potential and phased-array UT while treating fracture-critical fatigue details, lost composite action, scour...Votes: 0GitHub stars: 8
- BrighthireUse BrightHire tools when a user asks about BrightHire interview intelligence, calls, candidates, roles, scorecards, transcripts, hiring decisions, or organization-level interview data.Votes: 0GitHub stars: 8
- Browser Automation统一自动化入口。覆盖浏览器自动化(Playwright)和 Windows 桌面应用自动化(OpenReverse)。 浏览器场景:打开网页、点击、填表、爬取、截图、自动化登录、渗透页面交互。 桌面场景:操作 IDA/x64dbg 等 GUI 工具、Windows UI Automation、视觉驱动交互、桌面应用网络抓包。 触发关键词:浏览器自动化、桌面自动化、打开网页、填表、爬取、截图、自动化登录、Playwright、agent-browser、headless、OpenReverse、UIA、CUA、桌面操作、Windows 自动化。Votes: 0GitHub stars: 8
- Browser Extension ReverseUse for authorized reverse engineering of browser extensions (Chrome/Firefox) including manifest analysis, background workers, and extension-based credential or traffic logic recovery.Votes: 0GitHub stars: 8
- Browser UseDirect browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work.Votes: 0GitHub stars: 8
- Build ComplexheatmapsBuild, debug, and polish ComplexHeatmap figures in R, including HeatmapList sizing, unequal-row multi-panel layouts, row and column annotations, anno_mark labels, shared legends, title decoration, spacing, and vector or raster export. Use when creating or fixing ComplexHeatmap heatmaps, especially publication figures with multiple matrices, variable row counts, annotated genes, or compressed panels.Votes: 0GitHub stars: 8
- Build Iterated Agentic Loopbuild a repo-local skill and install a matching iterated coding-agent GitHub Actions workflow, prompt, memory file, and reference templatesVotes: 0GitHub stars: 8
- Referencesnarrow React component prop types to match live code pathsVotes: 0GitHub stars: 8
- Build ModelBuild a multi-tab Excel financial modelVotes: 0GitHub stars: 8
- Build ParallelismDiagnose and fix under-parallelized MSBuild builds. USE WHEN a multi-project solution build is slower than expected, doesn't speed up when you add cores, pegs a single core while others idle, or you want to know why `-m` isn't helping. Note: `/maxcpucount` default is 1 (sequential) — always pass `-m` for parallel builds. Covers finding the critical path (longest serial ProjectReference chain), graph build (`/graph`), BuildInParallel, and solution filters (`.slnf`). DO NOT USE FOR: single-proj...Votes: 0GitHub stars: 8
- Build Perf DiagnosticsDiagnose MSBuild build performance bottlenecks using binary log analysis. USE FOR: identifying why builds are slow by analyzing binlog performance summaries, detecting ResolveAssemblyReference (RAR) taking >5s, Roslyn analyzers consuming >30% of Csc time, single targets dominating >50% of build time, node utilization below 80%, excessive Copy tasks, NuGet restore running every build. Covers timeline analysis, Target/Task Performance Summary interpretation, and 7 common bottleneck categories. ...Votes: 0GitHub stars: 8
- Build Run DebugBuild, run, and debug macOS apps with shell-first Xcode and Swift workflows. Use when launching apps or diagnosing build, startup, or runtime failures.Votes: 0GitHub stars: 8
- Build Zoom BotUse when building bots.Votes: 0GitHub stars: 8
- AndroidZoom Contact Center SDK for Android. Use for native Android chat/video/ZVA/scheduled callback integrations, campaign mode, service lifecycle, and rejoin handling.Votes: 0GitHub stars: 8
- IosZoom Contact Center SDK for iOS. Use for native iOS chat/video/ZVA/scheduled callback integrations, app lifecycle bridging, rejoin flow, and callback handling.Votes: 0GitHub stars: 8
- WebZoom Contact Center SDK for Web. Use for web chat/video/campaign embeds, engagement event handling, app-context integrations, and Smart Embed postMessage workflows.Votes: 0GitHub stars: 8
- Build Zoom Meeting AppUse when embedding meetings.Votes: 0GitHub stars: 8
- AndroidZoom Meeting SDK for Android native apps. Use when embedding Zoom meetings in Android with default/custom UI, PKCE + SDK auth, join/start flows, and Meeting SDK API integration.Votes: 0GitHub stars: 8
- ElectronZoom Meeting SDK for Electron desktop applications. Use when embedding Zoom meetings in an Electron app with the Node addon wrapper, JWT auth, join/start flows, settings controllers, and raw data integration.Votes: 0GitHub stars: 8
- React NativeZoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform setup, and native bridge troubleshooting.Votes: 0GitHub stars: 8
- WebZoom Meeting SDK for Web - Embed Zoom meeting capabilities into web applications. Two integration options: Client View (full-page, familiar Zoom UI) and Component View (embeddable, Promise-based API). Includes SharedArrayBuffer setup for HD video, gallery view, and virtual backgrounds.Votes: 0GitHub stars: 8
- WindowsZoom Meeting SDK for Windows - Native C++ SDK for embedding Zoom meetings into Windows desktop applications. Supports custom UI architecture with raw video/audio data, headless bots, and deep integration with meeting features. Includes SDK architecture patterns and Windows message loop handling.Votes: 0GitHub stars: 8
- FlutterZoom Video SDK for Flutter. Use when building custom video session apps in Flutter with flutter_zoom_videosdk, event-driven architecture, session lifecycle handling, and mobile platform integration patterns.Votes: 0GitHub stars: 8
- React NativeZoom Video SDK for React Native. Use when building custom mobile video session experiences with @zoom/react-native-videosdk, event listeners, helper-based APIs, and backend JWT token flows.Votes: 0GitHub stars: 8
- WebZoom Video SDK for Web - JavaScript/TypeScript integration for browser-based video sessions, real-time communication, screen sharing, recording, and live transcriptionVotes: 0GitHub stars: 8
- AndroidZoom Virtual Agent Android integration via WebView. Use for Java/Kotlin bridge callbacks, native URL handling, support_handoff relay, and lifecycle-safe embedding.Votes: 0GitHub stars: 8
- IosZoom Virtual Agent iOS integration via WKWebView. Use for Swift/Objective-C script injection, message handlers, support_handoff relay, and URL routing policies.Votes: 0GitHub stars: 8