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Claude Skills by stanfish06
github.com/stanfish061,787 skills13 installs1,944 views
- WebZoom Virtual Agent SDK for web embeds. Use for campaign or entry ID chat launch, event-driven controls, user context updates, and CSP-safe deployment.Votes: 0GitHub stars: 8
- Building Ai Agent On CloudflareBuilds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. Use when: user wants to "build an agent", "AI agent", "chat agent", "stateful agent", mentions "Agents SDK", needs "real-time AI", "WebSocket AI", or asks about agent "state management", "scheduled tasks", or "tool calling". Biases towards retrieval from Cloudflare docs over pre-tr...Votes: 0GitHub stars: 8
- Building Dbt Semantic LayerUse when creating or modifying dbt Semantic Layer components — semantic models, metrics, dimensions, entities, measures, or time spines. Covers MetricFlow configuration, metric types (simple, derived, cumulative, ratio, conversion), and validation for both latest and legacy YAML specs.Votes: 0GitHub stars: 8
- Building Pydantic Ai AgentsBuild AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior.Votes: 0GitHub stars: 8
- Building Science EngineerExpert-thinking profile for Building Science Engineer (hygrothermal simulation / field diagnostics / envelope-HVAC integration): Reasons from coupled heat-air-moisture transport through ASHRAE 160 moisture-design analysis, WUFI transient simulation, ACH50 leakage mapping, and ISO 10211 psi-values while treating exfiltration condensation, reservoir claddings, and mold-index sensitivity as first-class failure modes.Votes: 0GitHub stars: 8
- Bulk Qa AnswersBulk Q&A Answers skill for Datasite deal rooms. Use this skill whenever a sell-side deal team wants to answer multiple buyer questions at once, generate AI draft responses from VDR content, produce a Q&A tracker spreadsheet, or build a Q&A management dashboard. Triggers include: "answer the Q&A", "draft responses to buyer questions", "process the question list", "generate Q&A tracker", "answer all questions", "bulk answer", "Q&A management dashboard", "respond to diligence questions", or any ...Votes: 0GitHub stars: 8
- Bull BearBull/bear/base case scenario framework for a given companyVotes: 0GitHub stars: 8
- Busco AssessorGenome, transcriptome, and protein completeness assessment via BUSCO v6. Agentic lineage routing from organism description, all three BUSCO modes, auto-lineage support, and full demo mode without the BUSCO binary.Votes: 0GitHub stars: 8
- C ReviewPerforms comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use when auditing native C/C++ applications, reviewing daemons or services for memory safety, or hunting integer overflow / use-after-free / race conditions in userspace code.Votes: 0GitHub stars: 8
- Cancer BiologistExpert-thinking profile for Cancer Biologist (wet-lab / cancer genomics / preclinical oncology): Reasons from hallmark capabilities, clonal evolution, and TME context; separates driver from passenger, cell-autonomous from stromal mechanisms, and 2D artifacts from PDO/PDX-validated dependencies using TCGA, DepMap, OncoKB, and REMARK- grade biomarker logic.Votes: 0GitHub stars: 8
- Canvas2d Data VisualizationRender data visualizations with Canvas2D. Use when the visualization needs high mark counts, fast redraws, immediate-mode rendering, custom hit testing, or a hybrid Canvas plus SVG or HTML architecture.Votes: 0GitHub stars: 8
- Capital AllocationDeep dive into capital deployment, buybacks, dividends, and shareholderVotes: 0GitHub stars: 8
- Carbon Cycle ScientistExpert-thinking profile for Carbon Cycle Scientist (flux towers / atmospheric inversions / GHG inventories / isotopic constraints / Earth-system model evaluation): Reasons from carbon mass balance across reservoirs and timescales, sign conventions, and budget closure through the Global Carbon Budget protocol, ONEFlux/REddyProc eddy- covariance processing, atmospheric inversions (CarbonTracker, CAMS, GEOS-Chem), Δ¹⁴C/δ¹³C isotopic partitioning, and ILAMB model evaluation while...Votes: 0GitHub stars: 8
- CardiologistExpert-thinking profile for Cardiologist (clinical / research): Reasons from oxygen supply-demand mismatch, forward flow, filling pressures, and pre-test probability through 12-lead ECG, TTE/TEE with ASE grading, cath hemodynamics, CMR, and ACC/AHA/ESC guidelines with risk scores like HEART, GRACE, and CHA2DS2-VASc, while treating context-free troponin elevation, low-flow...Votes: 0GitHub stars: 8
- Case ReviewReviews a reverse-skill case package for scope readiness, Evidence to Finding to Path traceability, work item coverage, timeline references, and optional artifact hash integrity before report handoff.Votes: 0GitHub stars: 8
- Catalysis EngineerExpert-thinking profile for Catalysis Engineer (process catalysis / hydroprocessing & FCC / deactivation economics / regeneration / vendor qualification): Reasons from catalyst lifecycle margin, space velocity (WHSV/GHSV/LHSV), and deactivation economics through plant historian trends, MAT/pilot trickle-bed activity tests, Aspen HYSYS activity factors, and ASTM crush/attrition plus TPO/ICP spent-catalyst profiling while treating coke, poisoning, sintering, attrition...Votes: 0GitHub stars: 8
- Catalysis ScientistExpert-thinking profile for Catalysis Scientist (heterogeneous/homogeneous/enzymatic catalysis / reaction engineering / operando spectroscopy / kinetics & site-counting): Reasons from active-site structure, turnover frequency, selectivity, and the Sabatier principle through CO/H2 chemisorption site-counting, Weisz-Prater and Mears transport checks, Langmuir-Hinshelwood/Mars-van Krevelen kinetics, and operando DRIFTS/XAS while treating diffusion-limited apparent rates, DRIFTS spectator...Votes: 0GitHub stars: 8
- Catalyst By ZohoExpert coding assistant for Catalyst by Zoho — full-stack serverless cloud platform. Trigger on any mention of Catalyst, zcatalyst, AppSail, Data Store, ZCQL, Cache, Stratus, Circuits, SmartBrowz, ConvoKraft, Slate, Signals, Pipelines, QuickML, NoSQL, Job Scheduling, Zia Services, CodeLib, API Gateway, Connections, Zoho MCP, CatalystbyZoho, catalyst init/deploy/serve, zcatalyst-sdk-node, or catalyst-config.json. Covers all 7 function types, full service catalog, architectural guidance, and Zo...Votes: 0GitHub stars: 8
- Causal Inference ScientistExpert-thinking profile for Causal Inference Scientist (DAGs / potential outcomes / quasi-experiments (DiD, RD, IV) / doubly-robust estimation / sensitivity analysis): Reasons from structural causal models, potential outcomes, and identification logic through DAGs and do-calculus, doubly-robust estimators (AIPW/TMLE, IPTW, g-formula), and design-based methods (IV, RD, Callaway-Sant'Anna DiD, synthetic control) while treating colliders and M-bias, positivity/overlap failure, and...Votes: 0GitHub stars: 8
- Cavekit Design SystemHow to write and maintain DESIGN.md as the visual specification layer for Cavekit projects. Nine-section format, design tokens, accessibility, integration with kits/plans. Use when defining or revising visual identity, importing a third-party design system, or auditing UI code against design tokens.Votes: 0GitHub stars: 8
- Cavekit MethodologyCavekit specification-driven development methodology — the Hunt lifecycle (Draft → Architect → Build → Inspect → Monitor) and how to apply it. Use when starting a Cavekit project, structuring an existing codebase as kits/plans, or routing between sub-skills.Votes: 0GitHub stars: 8
- Cavekit RevisionTrace bugs and manual fixes back to kits and prompts; fix at the source so the iteration loop can reproduce the fix autonomously. Six-step revision process plus the single-failure backpropagation protocol. Use when a manual hot-fix has been applied, when convergence stalls, or when the same class of bug keeps reappearing.Votes: 0GitHub stars: 8
- Cavekit Validation FirstValidation-first design for Cavekit — every kit requirement must be automatically verifiable. Six-gate validation pipeline, phase gates, merge protocol, completion signals, acceptance criteria patterns. Use when designing acceptance criteria, wiring CI gates, or debugging why an agent is producing output that nobody can verify.Votes: 0GitHub stars: 8
- Caveman CommitWrite a Conventional Commits message compressed to intent only. Use for "write a commit", "commit message", /commit or /caveman-commit.Votes: 0GitHub stars: 8
- Caveman HelpQuick-reference card for caveman modes, skills and commands. Trigger: /caveman-help or "caveman help".Votes: 0GitHub stars: 8
- Caveman ReviewCompressed code review - one line per finding with location, problem and fix. Use for /caveman-review, "review this PR", or "review the diff".Votes: 0GitHub stars: 8
- Caveman StatsShow real token usage and estimated savings for the current session, read from the session log. Trigger: /caveman-stats.Votes: 0GitHub stars: 8
- CavemanUltra-compressed communication mode that cuts output tokens while keeping technical accuracy. Levels: lite, full, ultra and the wenyan variants. Use for /caveman, "caveman mode", "talk like caveman", "be brief" or "less tokens".Votes: 0GitHub stars: 8
- Cell BiologistExpert-thinking profile for Cell Biologist (wet-lab / mammalian cell culture / fluorescence microscopy / genetic perturbation / rigor (STR, MIQE, REMBI)): Reasons from compartment thermodynamics, membrane electrophysics, and necessity-plus- sufficiency logic through STR authentication, confocal/TIRF imaging, CRISPR and siRNA perturbation with rescue, and Western blot, treating mycoplasma, passage and serum-lot drift, edge effects, antibody cross-reactivity, siRNA seed...Votes: 0GitHub stars: 8
- Cell CommunicationCell-cell / ligand-receptor communication analysis for single-cell data using LIANA+ (recommended consensus default), CellPhoneDB, CellChat (R), and squidpy's ligrec. Use for inferring cell-cell communication, ligand-receptor pairs, source->target signaling from an annotated .h5ad. Trigger terms - "cell-cell communication", "ligand-receptor", "CellPhoneDB", "CellChat", "LIANA", "cell interaction", "ligrec".Votes: 0GitHub stars: 8
- Cell DetectionCell segmentation in fluorescence microscopy images. Supports Cellpose/cpsam (Cellpose 4.0) with additional backendsVotes: 0GitHub stars: 8
- Cell Signaling BiologistExpert-thinking profile for Cell Signaling Biologist (wet-lab / phospho-signaling / pathway biology): Reasons from RTK–RAS–MAPK and PI3K–Akt–mTOR phosphorylation networks, pathway crosstalk and feedback; validates with phospho-Western, phospho- flow, and PhosphoSitePlus while treating serum-starvation artifacts, inhibitor off- targets, and RNA footprint vs PTM mismatch as first-class failure modes.Votes: 0GitHub stars: 8
- Cellpose Cell SegmentationDL cell/nucleus segmentation for fluorescence and brightfield microscopy with Cellpose 4's Cellpose-SAM and CellposeDINO models. Handles grayscale, multichannel, 2D, and 3D images and outputs label masks for morphology and tracking. Use scikit-image watershed for rule-based segmentation; use Cellpose when learned generalization is needed.Votes: 0GitHub stars: 8
- Cellpose Stardist BioimageBioimage cell and nucleus segmentation routing with cellpose-cell-segmentation, Cellpose, StarDist, napari-viz, and monai-medical-imaging-ai. Use when choosing or comparing segmentation models for microscopy, nuclei, cells, 2D/3D images, masks, overlays, fine-tuning, and segmentation quality control.Votes: 0GitHub stars: 8
- Cellular NeuroscientistExpert-thinking profile for Cellular Neuroscientist (wet-lab / patch-clamp electrophysiology / live-cell imaging / culture-slice-iPSC preparations / synaptic physiology): Treat the neuron as a cable with active channels, not a point integrator unless you have shown it is one for your question. Separate voltage, calcium, and fluorescence observables. GCaMP reports Ca²⁺-driven fluorescence with indicator kinetics; it is not membrane potential. FRET sensors (ArcLight, ASAP) trade speed...Votes: 0GitHub stars: 8
- Cellxgene CensusQuery the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.Votes: 0GitHub stars: 8
- Ceramics EngineerExpert-thinking profile for Ceramics Engineer (processing / sintering / microstructure / electroceramics / mechanical reliability (Weibull, ASTM C-series)): Reasons from crystal chemistry, defect equilibria, sintering densification, and flaw statistics through XRD/Rietveld, dilatometry, SEM fractography, impedance spectroscopy, and Weibull analysis per ASTM C1161/C1239/C1421 while treating surface grinding flaws, Pb/alkali volatilization, closed-pore traps, and...Votes: 0GitHub stars: 8
- Chaos EngineeringDesign and run bounded chaos engineering experiments that test whether a system preserves measurable steady-state behavior during realistic faults. Use for resilience hypotheses, game days, fault injection, failover and recovery validation, or LitmusChaos and Chaos Mesh experiments involving pod, node, network, latency, resource, storage, DNS, time, or cloud failures. Require explicit authorization before mutating an environment, especially production; do not use as a substitute for load test...Votes: 0GitHub stars: 8
- Chatgpt App SubmissionInspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check findings and outputSchema warnings for submission review.Votes: 0GitHub stars: 8
- Chebi SkillSubmit compact ChEBI 2.0 API requests for chemical search, compound lookup, ontology traversal, and structure metadata. Use when a user wants concise ChEBI summariesVotes: 0GitHub stars: 8
- Check Bin Obj ClashDetects MSBuild projects with conflicting OutputPath or IntermediateOutputPath. USE FOR: builds failing with 'Cannot create a file when that file already exists', 'The process cannot access the file because it is being used by another process', intermittent build failures that succeed on retry, or missing/overwritten outputs in multi-project or multi-targeting builds where bin/obj (or project.assets.json) collide. Common causes: shared OutputPath, missing AppendTargetFrameworkToOutputPath, ex...Votes: 0GitHub stars: 8
- Check PrChecks a GitHub, GitLab, or Perforce (p4) pull request (or merge request, or shelved changelist) for unresolved review comments, failing status checks, and incomplete PR descriptions. Waits for pending checks to complete, categorizes issues as actionable or informational, and optionally fixes and resolves them. Use when the user wants to check a PR/MR/CL, address review feedback, or prepare a change for submission.Votes: 0GitHub stars: 8
- Chemical BiologistExpert-thinking profile for Chemical Biologist (wet-lab / chemoproteomics / probe discovery & target validation): Reasons from chemical genetics, ABPP/TPP/CETSA chemoproteomics, and SGC/Portal probe criteria; deconvolves phenotypic hits with PAINS/aggregator triage, inactive analogs, and genetic epistasis while treating colloidal aggregation, probe promiscuity, and degrader DC50/Dmax tag artifacts as first-class failure modes.Votes: 0GitHub stars: 8
- Chemical EngineerExpert-thinking profile for Chemical Engineer (process design / unit operations / separations & reaction engineering / HAZOP safety (API 520, IEC 61511) / Aspen flowsheeting): Reasons from closing mass, energy, and momentum balances and competing equilibrium/kinetics/transport regimes through Aspen Plus/HYSYS flowsheeting, McCabe- Thiele and Damkohler-based sizing, pinch analysis, and HAZOP/LOPA with API 520/521 relief, while treating azeotrope-pinched columns, reactor runaway, recycle...Votes: 0GitHub stars: 8
- Chemical OceanographerExpert-thinking profile for Chemical Oceanographer (seawater carbonate chemistry / nutrient & trace-metal biogeochemistry / isotope tracers / shipboard & autonomous sampling...): Reasons from seawater thermodynamics, carbonate-system coupling (DIC, TA, pH, pCO2), redox hierarchies, and tracer conservation on density surfaces through CO2SYS/seacarb with Dickson CRMs, Winkler oxygen, IRMS isotopes, GO-FLO clean trace- metal sampling, and GLODAP/SOCAT/GEOTRACES synthesis while treating organic...Votes: 0GitHub stars: 8
- CheminformaticianExpert-thinking profile for Cheminformatician (computational / medicinal-chemistry informatics / (Q)SAR): Reasons from Standard InChI identity and RDKit sanitization through ChEMBL pChEMBL harmonization, Morgan/ECFP fingerprints, scaffold splits and applicability domains, while treating tautomer collapse, KNIME-vs-Python canonicalization drift, and random-split QSAR leakage as first-class failure modes.Votes: 0GitHub stars: 8
- Choose Zoom ApproachUse when choosing architecture.Votes: 0GitHub stars: 8
- Chromatin BiologistExpert-thinking profile for Chromatin Biologist (wet-lab / chromatin biochemistry / epigenomics): Reasons from nucleosome arrays, histone PTM crosstalk, remodelers, and 3D genome organization; validates ChIP/CUT&Tag/ATAC with spike-ins and IgG controls while separating composition from mechanism.Votes: 0GitHub stars: 8
- ChronobiologistExpert-thinking profile for Chronobiologist (wet-lab / computational / human circadian physiology): Reasons from TTFL molecular clocks, SCN–peripheral coupling, and zeitgeber entrainment (PRC); analyzes actigraphy, DLMO, and PER2::LUC with ClockLab/LumiCycle, MetaCycle/eJTK/LimoRhyde, and CircaDB/CGDB/ChronobioticsDB while separating masking from endogenous τ under constant routine/FD.Votes: 0GitHub stars: 8
- Chronograph Cashflow ForecastForecast private capital cashflows for existing portfolios using Chronograph MCP data and a Takahashi-Alexander style model. Use when Codex needs to analyze or forecast LP-level contributions, distributions, NAV, unfunded exposure, net cashflows, or Excel-style cashflow forecast outputs from existing Chronograph funds, commitments, groups, or portfolios.Votes: 0GitHub stars: 8