benchling-integration

21.8k

davila7

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

benchling-integration

10.8k

K-Dense-AI

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

ui-development

4.2k

redpanda-data

Build UI with Redpanda Registry components, Tailwind v4, and accessibility best practices.

azure-ai-ml-py

1.6k

microsoft

Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".

azure-ai-ml-py

1.6k

Microsoft Agent Skills Azure Ai Ml Py

Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".

databricks-core-workflow-b

1.5k

Jeremylongshore Claude Code Plugins Plus Skills Databricks Core Workflow B

Execute Databricks secondary workflow: MLflow model training and deployment. Use when building ML pipelines, training models, or deploying to production. Trigger with phrases like "databricks ML", "mlflow training", "databricks model", "feature store", "model registry".

architecture-design

1.0k

Galaxy-Dawn

Use ONLY when creating NEW registrable components in ML projects that require Factory/Registry patterns. ✅ USE when: - Creating a new Dataset class (needs @register_dataset) - Creating a new Model class (needs @register_model) - Creating a new module directory with __init__.py factory - Initializing a new ML project structure from scratch - Adding new component types (Augmentation, CollateFunction, Metrics) ❌ DO NOT USE when: - Modifying existing functions or methods - Fixing bugs in existing code - Adding helper functions or utilities - Refactoring without adding new registrable components - Simple code changes to a single file - Modifying configuration files - Reading or understanding existing code Key indicator: Does the task require @register_* decorator or Factory pattern? If no, skip this skill.

sap-cloud-sdk-ai

115

secondsky

Integrates SAP Cloud SDK for AI into JavaScript/TypeScript and Java applications. Use when building applications with SAP AI Core, Generative AI Hub, or Orchestration Service. Covers chat completion, embedding, streaming, function calling, content filtering, data masking, document grounding, prompt registry, and LangChain/Spring AI integration. Supports OpenAI GPT-4o, Claude, Gemini, Amazon Nova, and other foundation models via SAP BTP.

otp-thinking

106

georgeguimaraes

This skill should be used when the user asks to "add background processing", "cache this data", "run this async", "handle concurrent requests", "manage state across requests", "process jobs from a queue", "this GenServer is slow", or mentions GenServer, Supervisor, Agent, Task, Registry, DynamicSupervisor, handle_call, handle_cast, supervision trees, fault tolerance, "let it crash", or choosing between Broadway and Oban.

Kafka Engineer

39

404kidwiz

Expert in Apache Kafka, event streaming, and real-time data pipelines. Specializes in Kafka Connect, KSQL, and Schema Registry.

gcs-husdyr-data

27

Klimabevaegelsen

Activates when querying livestock and animal data from GCS. Use this skill for: CHR registry, pig movements, animal welfare, antibiotics, animal density, mortality rates, herd tracking, svineflytning. Keywords: husdyr, livestock, animal, dyr, CHR, svin, pig, ko, cattle, antibiotika, dyrevelfærd, flytning, movement

benchling-integration

26

lifangda

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

benchling-integration

15

oimiragieo

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

pooch

13

SteadfastAsArt

Data file fetching and caching for geoscience applications. Download sample datasets with automatic caching, checksum verification, and multiple download sources. Use when Claude needs to: (1) Download datasets from URLs or DOIs, (2) Cache files locally with automatic verification, (3) Verify file integrity with SHA256/MD5 hashes, (4) Extract compressed archives (ZIP, TAR, GZIP), (5) Create data registries for reproducible workflows, (6) Fetch from Zenodo or other repositories.

add-persona

9

jhd3197

Create reusable persona system prompts for Prompture. Covers Persona dataclass, template variables, composition, trait registry, global registry, serialization, and Conversation integration. Use when defining system prompts for extraction or agent behavior.

agent-registry

8

orient-bot

Guide for managing the Agent Registry - database-backed agent configuration system. Use when asked to "configure agents", "manage skills", "set tool permissions", "create context rules", or when working with agent assignments per platform/chat. Covers dashboard UI, API endpoints, CLI commands, and MCP tools.

healthcare-professionals-register

3

taivop

Use Health Board healthcare professionals registration pages for registry-process context and official registration evidence extraction.

tax-public-inquiries

3

taivop

Query EMTA public inquiry services and related registry endpoints for tax-debt, registry, and public-lookup compliance context.

business-register-open-data

3

taivop

Use Estonian Business Register open data downloads for legal-entity analysis, registry snapshots, and organization-level trends including political party statistics.

government-journal-records

3

taivop

Query public Government Office journal records for official registry-log style entries and operational trace data.

state-port-register

3

taivop

Use state port register sources for official port registry information and maritime infrastructure governance context.

education-data

3

taivop

Retrieve public education registry and indicator records from EHIS and HaridusSilm, including published XLS/XLSX extracts and public registry views.

marital-property-register

3

taivop

Use e-marital property register public service context for official lookup workflows and registry evidence extraction.

forest-register

3

taivop

Use official forest register for forestry records, forest-unit context, and governance-relevant registry extraction.

ship-registers

3

taivop

Use official Estonian ship register sources for vessel registration and maritime registry governance context.

public-sector-it-systems-riha

3

taivop

Query RIHA information-systems registry for official metadata about Estonian public-sector IT systems, owners, and integration context.

government-journal-records

3

taivop

Query public Government Office journal records for official registry-log style entries and operational trace data.

vehicle-background-check

3

taivop

Use official vehicle background check service for vehicle registry status context and public vehicle record validation.

officials-interest-declarations

3

taivop

Query official guidance and registry-access context for Estonian public officials' interest declarations and anti-corruption disclosure workflows.

business-register-open-data

3

taivop

Use Estonian Business Register open data downloads for legal-entity analysis, registry snapshots, and organization-level trends including political party statistics.

animal-keeper-registering

3

taivop

Use Agriculture and Food Board animal keeper registration sources for registry workflow context and extractable official outputs.

e-ship-register-rik

3

taivop

Use RIK e-ship register service context for registry workflow guidance and extraction of publicly accessible register evidence.

aircraft-register

3

taivop

Use official aircraft register pages for aircraft registration status and aviation registry context.

analyzing-usb-device-connection-history

2

mukul975

Investigate USB device connection history from Windows registry, event logs, and setupapi logs to track removable media usage and potential data exfiltration.

Paper Creator

1

kortix-ai

Scientific paper writing in LaTeX — full pipeline from structure to compiled PDF. TDD-driven: every section is compiled and verified before moving to the next. Covers project scaffolding, citation management (OpenAlex → BibTeX), per-section academic writing with self-reflection, figure/table inclusion, LaTeX compilation, and comprehensive verification. Triggers on: "write a paper", "create a paper", "academic paper about", "scientific paper", "LaTeX paper", "write up results as a paper", "draft a paper on", "research paper about", and any request to produce a formal academic/scientific paper in LaTeX. Assumes research findings, data, and/or figures already exist or will be provided — this skill handles the WRITING, not the experimentation.

session-search

1

kortix-ai

Search and retrieve past session data. Covers: session_list and session_get plugin tools (with TTC compression), raw SQLite queries, REST API, ripgrep/grep on legacy JSON files, and lss semantic search over session content. Load this skill when you need to: find a past session, retrieve conversation history, search across sessions by keyword, find what tool was used, look up session costs, or pull context from prior work.

hebrew-ocr-forms

1

skills-il

Process and extract data from scanned Israeli government forms using OCR. Supports Tabu (land registry), Tax Authority forms, Bituach Leumi documents, and other official Israeli paperwork. Use when user asks to OCR Hebrew documents, extract data from Israeli forms, "lesarek tofes", parse Tabu extract, read scanned tax form, or process Israeli government documents. Includes Hebrew OCR configuration, field extraction patterns, and RTL text handling. Do NOT use for handwritten Hebrew recognition (requires specialized models) or non-Israeli form processing.

servel

1

K-NRS

Self-hosted deployment platform via Docker Swarm. Deploys applications, manages 45+ infrastructure types (databases, queues, caches, platforms), handles secrets, domains, backups, and server operations. Triggers on deploy, infrastructure, postgres, redis, supabase, backup, restore, logs, secrets, SSL, domains, dev mode, CI/CD, alerts, traefik, routing, server management, capacity, rebalance, registry, node management, or access control.

kortix-system

1

kortix-ai

Complete Kortix sandbox system reference. Covers: container image, s6 services, filesystem layout, persistence model, environment variables, secrets management (API for setting/getting/deleting env vars), ports, runtimes, init scripts, cloud mode, desktop environment, deployments (deploy apps to live *.style.dev URLs), cron triggers (scheduled agent execution), semantic search (lss), session search & management (API + on-disk queries), skill creation guide, and all installed tooling. Load this skill when you need to: understand the sandbox, debug services, configure the environment, set API keys/secrets, deploy web apps/APIs/static sites, schedule cron jobs, search files semantically, query session data, or create new skills.

agent-dispatch

1

userFRM

Lightweight agent registry and router. Consult BEFORE performing specialized work such as code review, security audit, debugging, refactoring, performance optimization, infrastructure, data analysis, API design, testing, documentation, or any domain-specific engineering task. Maps tasks to installed subagents so work is delegated instead of done inline.

benchling-integration

1

iamseungpil

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

agent-browser

1

kortix-ai

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

legal-entity-registry

1

escotilha

Structured database of all Nuvini corporate entities with ownership chains, jurisdictions, key dates, registered agents, and filing status. Tracks 14 entities across Cayman, Brazil, Delaware, and BVI. Feeds into the compliance calendar. Triggers on: entity registry, corporate structure, entity search, ownership chart, registered agent, corporate entities, legal entities.

OpenAlex Paper Search

1

kortix-ai

Academic paper search powered by OpenAlex — the free, open catalog of 240M+ scholarly works. Use when the user needs to find academic papers, research articles, literature for a topic, citation data, author publications, or any scholarly source. Triggers on: "find papers on", "academic research about", "what studies exist", "literature review", "find citations", "scholarly articles about", "who published on", "papers by [author]", "highly cited papers on", any request for peer-reviewed or academic sources. Also use during deep research when you need to ground findings in academic literature. Do NOT use for general web searches — use web-search for that.

Benchling Integration

reikiplanet

Integration with Benchling’s R&D platform. Programmatic access to registry (DNA, RNA, proteins), inventory, electronic lab notebook (ELN) entries, and workflows via API. Build Benchling Apps, query the Benchling Data Warehouse for analytics, and automate lab data management and integrations.

Databricks Core Workflow B

nivkazdan

Execute Databricks secondary workflow: MLflow model training and deployment. Use when building ML pipelines, training models, or deploying to production. Trigger with phrases like "databricks ML", "mlflow training", "databricks model", "feature store", "model registry".

xlsx

StartHalo

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. Use this when Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc.) for: (1) creating new spreadsheets with formulas and formatting, (2) reading or analyzing data, (3) modifying existing spreadsheets while preserving formulas, (4) performing data analysis and visualization in spreadsheets, or (5) recalculating formulas.

gcp-integrity-failures

hminooei

Use this skill when users need to audit, detect, or remediate Software and Data Integrity Failures (OWASP A08:2021) on Google Cloud Platform. This includes auditing Artifact Registry for vulnerability scanning, verifying Binary Authorization policies on GKE clusters, reviewing Cloud Build CI/CD pipeline security, checking build provenance and attestation, and monitoring Security Command Center for integrity-related threats. Activate for CI/CD pipeline security, supply chain hardening, container signing, artifact integrity, or OWASP A08 compliance.