All authors
Claude Skills by stanfish06
github.com/stanfish061,787 skills13 installs1,944 views
- Dairy ScientistExpert-thinking profile for Dairy Scientist (clinical / research): Reasons from the lactation curve, dry matter intake, and rumen health through NASEM Dairy 2021/CNCPS ration formulation, Penn State particle separation, DHIA records, and pen-level mixed models while treating subacute ruminal acidosis, milk fat depression, transition-cow hypocalcemia, and unadjusted DIM/parity...Votes: 0GitHub stars: 8
- DashboardingBuild, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), `gridPos` 24-column layout, units, thresholds, template + datasource + chained variables, transformations (`organize` / `calculateField` / `filterByValue`), panel + dashboard links with `${__field.labels.x}` / `${__from}`, and Loki/Prometheus annotations. Use when scripting dashboard creation, writing the dashboard JSON for a new service...Votes: 0GitHub stars: 8
- Dashboards And Real Time VisualizationDesign dashboards and live visualization systems. Use when the user needs monitoring views, streaming charts, coordinated interactions, downsampling, or performance-aware operational visualization.Votes: 0GitHub stars: 8
- DaskDistributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.Votes: 0GitHub stars: 8
- Data EngineerExpert-thinking profile for Data Engineer (computational / batch & streaming data platforms): Reasons from idempotent ELT, medallion bronze/silver/gold, Kimball grain and SCD2, CDC/Debezium and watermark incremental loads, dbt/GX quality gates, Airflow/Dagster orchestration, Iceberg/Delta lakehouse MERGE, data contracts and freshness SLIs while treating silent join drops, duplicate amplification, schema drift...Votes: 0GitHub stars: 8
- Data ScientistExpert-thinking profile for Data Scientist (computational / analytics, ML & experimentation): Reasons from CRISP-DM business estimands, leakage-safe sklearn Pipelines and nested CV, SQL/warehouse semantic metrics, A/B power and SRM/AA guardrails, causal DAG covariate discipline, and Model Cards/Datasheets while treating train-test leakage, Simpson's paradox, peeking, and PSI>0.25 drift as first-class failure...Votes: 0GitHub stars: 8
- Data VisualizationRoute web data visualization work. Use when the user needs chart choice, visual critique, dashboards, maps or geospatial views, Gantt timelines, UML/software diagrams, scrollytelling, reports or exports, testing, accessibility, browser implementation, or concept-first visual design.Votes: 0GitHub stars: 8
- Database ObservabilitySet up Grafana Cloud Database Observability for MySQL and PostgreSQL — enables `pg_stat_statements` / Performance Schema, creates a least-privilege monitoring user, configures the `database_observability.postgres` / `database_observability.mysql` Alloy components, ships query samples + visual explain plans + RED metrics + schema details to Grafana Cloud, and correlates slow queries with application traces via `db.statement` / `db.system` OTel attributes. Use when monitoring database performan...Votes: 0GitHub stars: 8
- Database Systems ResearcherExpert-thinking profile for Database Systems Researcher (systems prototyping / storage engines & concurrency control / query optimization / workload benchmarking (TPC, YCSB, JOB)): Reasons from storage hierarchy, concurrency semantics, query-optimization theory, and declared workload models through TPC-C/H, YCSB, and JOB benchmarks, Jepsen/Elle correctness checkers, and perf/blktrace/fio profiling while treating cardinality-estimation plan regressions, tail-latency spikes under skew, unfair...Votes: 0GitHub stars: 8
- Databricks Aibi DashboardsCreate Databricks AI/BI dashboards. Must use when creating, updating, or deploying Lakeview dashboards as Databricks Dashboard have a unique json structure. CRITICAL: You MUST test ALL SQL queries via CLI BEFORE deploying. Follow guidelines strictly.Votes: 0GitHub stars: 8
- Databricks PipelinesDevelop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL. Invoke BEFORE starting implementation.Votes: 0GitHub stars: 8
- DatamolPythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.Votes: 0GitHub stars: 8
- DcfDiscounted cash flow valuation with sensitivity analysisVotes: 0GitHub stars: 8
- Deal TrackerBuilds a relationship or deal summary using the Superhuman Mail MCP server — pulling together all email history, read receipts, and calendar interactions with a specific person or company to act as a lightweight CRM. Use this skill whenever someone asks to \"show me all communication with [person/company]\", \"what's the status of my deal with [company]\", \"give me a relationship summary for [person]\", \"when did I last talk to [person]\", \"pull up everything about [company]\", \"track thi...Votes: 0GitHub stars: 8
- Debug Distributed HangDebug hanging issues in SGLang distributed inference (TP/PP/DP/EP). Covers identifying hang locations via py-spy/watchdog/cuda coredump, per-rank logging to find state divergence, binary-search methodology for locating the first diverge point, and fix patterns. Use when a multi-GPU SGLang run hangs, freezes, or times out during collective operations.Votes: 0GitHub stars: 8
- Debug Zoom IntegrationUse when isolating failures.Votes: 0GitHub stars: 8
- Debug ZoomUse when debugging issues.Votes: 0GitHub stars: 8
- Debugging And Error RecoveryGuides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.Votes: 0GitHub stars: 8
- Decision MappingTurn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time.Votes: 0GitHub stars: 8
- Deep Learning ScientistExpert-thinking profile for Deep Learning Scientist (computational / architecture & large-scale training): Reasons from CNN/Transformer inductive bias, Li et al. loss landscapes, grokking/mode connectivity, and Kaplan/Chinchilla scaling (~20 tokens/param); designs ResNet/ViT/DiT/MoE/FlashAttention stacks with FLOPs-matched ablations; trains AdamW+cosine/WSD via Megatron-FSDP/DeepSpeed; evaluates FID/MMLU- Pro/MMLU-CF with...Votes: 0GitHub stars: 8
- Deep ResearchUniversal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report co...Votes: 0GitHub stars: 8
- Deep Security ScanUse when the user asks for a deep, exhaustive, multi-pass, or variance-reducing repository-wide or scoped-path Codex Security scan. Run repeated independent discovery passes over one resolved scope with worker-specific threat models, semantically merge candidates, synthesize one canonical validation threat model, then run validation, attack-path analysis, canonical JSON completion, and generated reporting once. Do not use for PRs, commits, branch diffs, or working-tree diffs.Votes: 0GitHub stars: 8
- Deepagents Python QuickstartScaffold a minimal local Deep Agent in Python by following the official quickstart, using provider-native web search instead of Tavily. Use when the user wants to quickly build or try a Deep Agent locally.Votes: 0GitHub stars: 8
- Deepagents Typescript QuickstartScaffold a minimal local Deep Agent in TypeScript by following the official quickstart, using provider-native web search instead of Tavily. Use when the user wants to quickly build or try a Deep Agent locally.Votes: 0GitHub stars: 8
- Deepnote Data ExecutionUse when running Deepnote notebooks, inspecting notebook inputs, reviewing integration references and cached table structure, listing run history, or interpreting run status and snapshot outputs through the Deepnote app tools.Votes: 0GitHub stars: 8
- Deepnote LinksUse when a task asks for Deepnote URLs, links, project links, notebook links, workspace links, share links, UTM/campaign links, or when a Deepnote response should include clickable links built from Deepnote app project, notebook, or workspace data.Votes: 0GitHub stars: 8
- Deepnote Notebook EditingUse when creating Deepnote projects or notebooks, adding or updating blocks or cells, moving existing blocks, scaffolding notebook content, inserting SQL/code/markdown/input blocks, or otherwise editing notebook structure through the Deepnote app tools.Votes: 0GitHub stars: 8
- Deepnote NotebooksUse when reading, reviewing, inspecting, or reasoning about hosted Deepnote notebooks, blocks, inputs, SQL, Python, or notebook outputs through the Deepnote app tools.Votes: 0GitHub stars: 8
- DeepnoteUse when a task mentions Deepnote, the connected Deepnote app, Deepnote OAuth connection, Deepnote docs, projects, workspaces, notebooks, blocks, integrations, or notebook runs.Votes: 0GitHub stars: 8
- Dentist ScientistExpert-thinking profile for Dentist-Scientist (clinical / research): Reasons from oral biofilm-host ecology, tissue healing capacity, and patient-level clinical endpoints (DMFS, PD/CAL, implant survival) through PICO/PROSPERO protocols, CAMBRA and 2017 AAP/EFP staging, ISO 4049/14801 bench tests with thermocycling, and GRADE-rated reviews while treating in-vitro-to-chairside leaps...Votes: 0GitHub stars: 8
- DepmapQuery the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles. Use for identifying cancer-specific vulnerabilities, synthetic lethal interactions, and validating oncology drug targets.Votes: 0GitHub stars: 8
- DermatologistExpert-thinking profile for Dermatologist (clinical / research): Clinical-research dermatologist: layered skin anatomy, inflammatory dermatoses and trial endpoints, dermoscopy vs clinical ABCDE, biopsy/pathology, patch testing, telederm, AAD guidelines, and topical steroid potency.Votes: 0GitHub stars: 8
- Design Control Loopinterview the user to design an agentic control loop (sensor, controller, actuator under disturbances) tailored to their codebase, then build it as locally-runnable components plus a scheduled coding-agent workflowVotes: 0GitHub stars: 8
- Design Md LibraryLibrary of 74 ready-to-use DESIGN.md files — complete design systems (color tokens, type scale, components, layout, motion, do's/don'ts) reverse-engineered from real product and brand websites like Stripe, Linear, Vercel, Notion, Apple, Tesla, WIRED, and Nintendo-2001. Use when a UI task names a reference brand or an aesthetic ("make it look like Linear", "Stripe-style landing page", "premium automotive dark theme"), when you need a concrete token set to start a design system from, or when a ...Votes: 0GitHub stars: 8
- Design Taste Frontend V1The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental), which is a substantial rewrite. Use this v1 install name only if you need exact backward compatibility.Votes: 0GitHub stars: 8
- Design Taste FrontendAnti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.Votes: 0GitHub stars: 8
- Developmental BiologistExpert-thinking profile for Developmental Biologist (embryology / fate-mapping & lineage tracing / morphogenesis imaging / GRN dissection / perturbation (CRISPR, morpholino, Cre-lox)): Reasons from stage, positional information, gene regulatory networks, and tissue mechanics through morphology-based staging (Carnegie/HH/Theiler/NF/hpf), French-flag morphogen logic, light-sheet 4D imaging, lineage tracing, and ARRIVE/MDAR/REMBI reporting while treating developmental delay, CRISPR F0 mosaicism...Votes: 0GitHub stars: 8
- Developmental PsychologistExpert-thinking profile for Developmental Psychologist (longitudinal cohorts / age- normed psychometrics / ToM & EF paradigms / looking-time methods / IRB assent (45 CFR 46 subpart D)): Reasons from developmental trajectories, measurement invariance, and familial-environmental context through age-normed instruments (Bayley, WPPSI/WISC, CBCL, MacArthur-Bates CDI), false-belief and violation-of-expectation paradigms, and lme4/lavaan growth models while treating verbal-demand confounding of theo...Votes: 0GitHub stars: 8
- Diagram Generatorgenerate, refine, validate, and render diagrams from natural language, notes, code snippets, schemas, tables, or existing diagram source. use for flowcharts, swimlanes, sequence diagrams, state diagrams, er diagrams, class diagrams, architecture/c4-style diagrams, dependency graphs, gantt charts, mind maps, user journeys, sankey-style flows, org charts, network graphs, and other visual models. supports mermaid by default, graphviz dot for complex graph layout, plantuml for uml-heavy engineeri...Votes: 0GitHub stars: 8
- Diffdock NimRun DiffDock molecular docking via NVIDIA NIM to predict small-molecule binding poses against protein targets. Use for DiffDock, molecular docking, ligand docking, blind docking, SMILES or SDF ligands, ranked poses, confidence scores, hosted NVIDIA API, or local Docker deployment.Votes: 0GitHub stars: 8
- DiffdockDiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-confidence interpretation. Not for binding affinity prediction.Votes: 0GitHub stars: 8
- Differential ExpressionBulk transcriptomics differential expression with count-aware modeling, design validation, contrast handling, thresholded exports, and publication-ready DE figures.Votes: 0GitHub stars: 8
- Differential GeometerExpert-thinking profile for Differential Geometer (theoretical / geometric analysis / gauge & index theory): Reasons from connections, curvature, and holonomy; fixes Lee vs Besse/MTW Riemann signs; uses SageManifolds/xAct/Cadabra, Chern–Weil and Atiyah–Singer index theory, and model-space checks (S^n, flat tori) while treating chart artifacts, torsion misuse, and CAS convention drift as first-class failure modes.Votes: 0GitHub stars: 8
- Digital ForensicsUse for authorized digital forensics including memory dumps, disk timelines, PCAP investigation, artifact triage, and IR evidence preservation.Votes: 0GitHub stars: 8
- Digital Pathology ScientistExpert-thinking profile for Digital Pathology Scientist (clinical / research): Reasons from whole-slide pixels, pathologist-ground-truth label levels, and stain/scanner batch effects through QuPath, CLAM/TIAToolbox MIL, Macenko/Vahadane normalization, and MI-CLAIM/TRIPOD+AI standards while treating patch-level leakage, scanner-ID shortcuts, attention-on-necrosis artifacts, and...Votes: 0GitHub stars: 8
- Distributed Systems ResearcherExpert-thinking profile for Distributed Systems Researcher (protocol R&D / consensus & replication / consistency semantics / chaos & formal verification (TLA+, Jepsen)): Reasons from failure models, consistency contracts, and tail-latency-and-recovery performance through TLA+ model checking, Jepsen and Porcupine linearizability checking, and YCSB/DeathStarBench benchmarking with iptables and kill -9 fault injection, while treating unbounded leases and split-brain, clock skew under...Votes: 0GitHub stars: 8
- Dnanexus IntegrationDNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.Votes: 0GitHub stars: 8
- Docker ExpertYou are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices.Votes: 0GitHub stars: 8
- DockerContainerizing and shipping applications with Docker — writing efficient Dockerfiles (multi-stage builds, layer caching, small/secure images), docker compose for multi-service local stacks, and the core build/run/debug commands. Use when creating a Dockerfile, debugging image builds, slimming images, or composing services (app + db + cache). For Claude Code dev sandboxes use devcontainer-setup; for serverless GPU runs use modal.Votes: 0GitHub stars: 8
- Docs GeneratorCreates task-oriented technical documentation with progressive disclosure. Use when writing READMEs, API docs, architecture docs, or markdown documentation. Also use this skill at the END of any completed reverse engineering, penetration testing, CTF, or security analysis task to generate a formal report in the user's project directory. Trigger keywords: 写报告, 写文档, 出报告, writeup, 技术文档, report, documentation.Votes: 0GitHub stars: 8