Skills
Community-built skills that teach Anvil new capabilities. 512 packages available.
LLM Context Management
Manage LLM context windows, implement hierarchical summarization, and retrieve relevant context efficiently.
LLM Evaluation Metrics
Evaluate LLM outputs with RAGAS, LLM-as-judge, human eval pipelines, and benchmark comparisons.
ML Model Serving
Deploy ML models with FastAPI, BentoML, or TorchServe, optimize inference, and manage model versions.
Multimodal AI Applications
Build applications using vision-language models, process images and text together, and handle multimodal inputs.
AI Observability
Trace LLM calls, monitor costs, log prompts, and debug AI applications with LangSmith or Arize Phoenix.
Prompt Engineering Mastery
Write effective prompts with chain-of-thought, few-shot, system prompts, and structured output techniques.
RAG Systems Design
Build Retrieval-Augmented Generation pipelines with vector stores, chunking, reranking, and evaluation.
API Key Management
Design API key systems with hashed storage, scopes, expiry, rotation, and usage analytics.
Auth Audit Logging
Log authentication events for compliance, detect brute force, and correlate suspicious login patterns.
JWT Best Practices
Use JWTs securely with algorithm pinning, short expiry, rotation, and avoid common JWT vulnerabilities.
Machine-to-Machine Auth
Authenticate microservices with client credentials flow, mTLS, service accounts, and workload identity.
Passkeys and WebAuthn
Implement passwordless authentication with WebAuthn passkeys, register authenticators, and handle cross-device auth.
RBAC Authorization
Design role-based access control, define permissions, implement middleware checks, and audit access decisions.
Auth Testing Strategies
Test authentication flows with mock IdPs, write security tests for auth bypasses, and audit login edge cases.
AWS API Gateway
Build serverless APIs with API Gateway, configure Lambda integrations, authorizers, throttling, and caching.
AWS CDK Infrastructure
Define AWS infrastructure with CDK constructs, L1/L2/L3 abstractions, and CDK Pipelines for deployment.
AWS DynamoDB Patterns
Design single-table DynamoDB schemas, use GSIs, implement access patterns, and manage capacity modes.
AWS Lambda Patterns
Optimize Lambda cold starts, use layers, implement power tuning, and apply event-driven Lambda patterns.
AWS RDS Management
Configure RDS Multi-AZ, read replicas, parameter groups, enhanced monitoring, and automated backups.
AWS Step Functions
Orchestrate serverless workflows with Step Functions, handle errors, use Map states, and express vs standard.
AWS WAF and Shield
Protect applications with AWS WAF rules, managed rule groups, rate-based rules, and Shield Advanced DDoS protection.
Azure Active Directory
Configure Azure AD app registrations, managed identities, RBAC, Conditional Access, and PIM for governance.
Azure Kubernetes Service
Deploy and manage AKS clusters with Workload Identity, AGIC ingress, Azure CNI, and cluster upgrades.
Azure API Management
Publish and manage APIs with Azure APIM, configure policies, OAuth, developer portal, and rate limiting.