deployment-verification-agent
Use this agent when a PR touches production data, migrations, or any behavior that could silently discard or duplicate records. Produces a concrete pre/post-deploy checklist with SQL verification queries, rollback procedures, and monitoring plans. Essential for risky data changes where you need a Go/No-Go decision.
dnanexus-integration
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.
optimizing-database-connection-pooling
Process use when you need to work with connection management. This skill provides connection pooling and management with comprehensive guidance and automation. Trigger with phrases like "manage connections", "configure pooling", or "optimize connection usage".
reporting
Generates comprehensive progress reports for projects. Use when user asks for reports, status updates, progress summaries, or time tracking analysis. Supports weekly, bi-weekly, monthly, or custom period reports. Integrates time tracking data with Linear status. Uses TypeScript CLI tools with intelligent caching.
Hugging Face CLI
Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models, datasets, or Spaces; upload files to Hub repositories; create repositories; manage the local cache; or run compute jobs on Hugging Face infrastructure. Covers authentication (interactive and token-based), file transfers, repository creation and tagging, cache inspection and removal, listings and metadata for models/datasets/Spaces/endpoints, environment diagnostics, and running cloud compute jobs (including GPU flavors) remotely.
Vector Database Engineer
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
Segment CDP
Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices. Use when: segment, analytics.js, customer data platform, cdp, tracking plan.
agri-orchestrator
Routes agriculture analysis requests to the right specialist AgriClaw skill based on data type and keywords.
flutter-architecture-standard
Designs and implements Flutter features using a feature-first Clean Architecture (presentation, application, domain, data) with clear boundaries and testable code.
azure-ai-projects-py
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use this SDK when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, and managing connections, deployments, datasets, and indexes, or when using OpenAI-compatible clients. This is the high-level Foundry SDK — for low-level agent operations, use the azure-ai-agents-python skill.
telemetry-analysis
Patterns for interpreting I05-ATEL analytics pipes — metric baselines, threshold-based alerting, trend analysis, and efficiency score interpretation. Use when analyzing agent telemetry data, reviewing pipe outputs, setting up monitoring, or diagnosing telemetry anomalies.
senior-data-engineer
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, Flink, Kinesis, and modern data stack. Includes data modeling, pipeline orchestration, data quality, streaming quality monitoring, and DataOps. Use when designing data architectures, building batch or streaming data pipelines, optimizing data workflows, or implementing data governance.
form-fill
AI-powered PDF form filling API. Upload any PDF form + your data as JSON — AI detects fields, maps data, fills the form with quality checks, returns a completed PDF. Works with scanned forms, no AcroForm required.
hugging-face-paper-publisher
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.
databricks-hello-world
Create a minimal working Databricks example with cluster and notebook. Use when starting a new Databricks project, testing your setup, or learning basic Databricks patterns. Trigger with phrases like "databricks hello world", "databricks example", "databricks quick start", "first databricks notebook", "create cluster".
agent-browser
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 a web app, login to a site, automate browser actions, or any task requiring programmatic web interaction.
Secret Scan (GitLeaks)
Scan for leaked secrets and credentials using GitLeaks in a Docker container. Detects API keys, passwords, tokens, and other sensitive data in source code and git history.
seo-forge
Matt Berman's custom SEO content engine. Learns your brand through a smart interview, then creates content that ranks AND converts using Puppet Strings, Scroll Traps, and Care To Click psychology. Anti-AI-Overview by design. DataForSEO integrated. The content your competitors can't copy because it requires real experience.
gmaps-leads
Scrape Google Maps for B2B leads with deep website enrichment and contact extraction. Use when user asks to find local businesses, scrape Google Maps, generate contractor lists, or build local service business databases.
Spring Boot Patterns
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
viem-integration
Integrate EVM blockchains using viem. Use when user says "read blockchain data", "send transaction", "interact with smart contract", "connect to Ethereum", "use viem", "use wagmi", "wallet integration", "viem setup", or mentions blockchain/EVM development with TypeScript.
Sensor Data Pipeline
Builds sensor data pipelines with edge processing, cloud ingestion, and real-time analytics
Adapting Transfer Learning Models
This skill automates adapting pre-trained machine learning models using transfer learning techniques. It is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing related tasks. Use when the appropriate context is detected. Trigger with relevant phrases based on the skill's purpose.
Azure Event Hubs SDK for Java
Build real-time streaming applications with the Azure Event Hubs SDK for Java. Use it when implementing event streaming, high-throughput data ingestion, or event-driven architectures.
uniswap-integration
This skill should be used when the user needs to interact with Uniswap V3 protocol contracts directly, read on-chain pool data, get token prices, fetch swap quotes, simulate swaps, or query liquidity positions programmatically. Provides low-level access to Uniswap V3 Factory, SwapRouter02, QuoterV2, and NonfungiblePositionManager contracts for token swaps and liquidity operations on Ethereum and Arbitrum.
fp-ts-react
Practical patterns for using fp-ts with React — hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.
implementing-real-user-monitoring
Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user experience monitoring or tracking custom performance events. Trigger with phrases like "setup RUM", "track Core Web Vitals", or "monitor real user performance".
semantic-search-cwicr
Semantic search in DDC CWICR construction database using vector embeddings. Find similar work items and resources for cost estimation.
firebase-data-connect
Build and deploy Firebase Data Connect backends with PostgreSQL. Use for schema design, GraphQL queries/mutations, authorization, and SDK generation for web, Android, iOS, and Flutter apps.
corezoid
Work with Corezoid processes, nodes, task data, and API operations. Use when users ask to inspect, build, debug, or automate Corezoid workflows, including process/node logic, REF/task parameters, and MCP/API calls for create/modify/list/delete operations.
PhantomBuster Automation
Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio
datadog-apm
Datadog APM による分散トレーシングとパフォーマンス監視パターン。 トレーサー設定、カスタムスパン、モニター・SLO 設定、ダッシュボードを含む。 Datadog でアプリケーションのパフォーマンスを可視化・最適化する際に使用する。
Audit Readiness
Comprehensive audit readiness assessment and preparation program. USE THIS SKILL when the user asks about IPO readiness, audit preparation, first-time audit, audit remediation, SOC readiness, financial statement readiness, audit gap analysis, audit maturity, data room preparation, mock audit, dry run, audit-ready operations, auditor selection, or preparing for any external audit engagement. Produces a maturity assessment, gap analysis, remediation plan, and implementation timeline working backward from the target date.
implementing-database-audit-logging
Process used when you need to track database changes for compliance and security monitoring. This skill implements audit logging using triggers, application-level logging, CDC, or native logs. Trigger with phrases like "implement database audit logging", "add audit trails", "track database changes", or "monitor database activity for compliance".
wp-local-env
Use when the user wants to work with a local WordPress development environment — WordPress Studio, LocalWP, or wp-env. Handles environment detection, site lifecycle, WP-CLI proxy, REST API access, symlink workflows, database operations, and preview/share.
Langfuse
Expert in Langfuse — the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integrations with LangChain, LlamaIndex, and OpenAI. Essential for debugging and monitoring LLM-based applications.
azure-eventhub-rust
Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust".
together-batch-inference
Process large volumes of inference requests asynchronously at up to 50% lower cost via Together AI's Batch API. Supports up to 50K requests per batch, 100MB max file size. Use when users need batch processing, offline inference, bulk data classification, synthetic data generation, or cost-optimized large-scale LLM workloads.