senior-ml-engineer
alirezarezvaniML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.
focus-mode
openclawHelp users stay focused on a specific goal or task. Activate with "/focus <goal>" to set a focus target. Monitors conversation for drift and gently redirects back to the focus area. Use when user wants accountability, has ADHD-style workflows, tends to go down rabbit holes, or explicitly asks to stay on track. Deactivate with "/focus off".
detecting-infrastructure-drift
This skill enables Claude to detect infrastructure drift from a desired state. It uses the `drift-detect` command to identify discrepancies between the current infrastructure configuration and the intended configuration, as defined in infrastructure-as-code tools like Terraform. Use this skill when the user asks to check for infrastructure drift, identify configuration changes, or ensure that the current infrastructure matches the desired state. It is particularly useful in DevOps workflows for maintaining infrastructure consistency and preventing configuration errors. Trigger this skill when the user mentions "drift detection," "infrastructure changes," "configuration drift," or requests a "drift report."
model-drift-detector
Model Drift Detector - Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category.
lsp-hover-testing
MadAppGangAutomated LSP hover validation for Dingo transpiler. Use when testing hover functionality, validating position mappings, checking for hover drift, or debugging LSP issues after sourcemap changes.
cloudformation
itsmostafaAWS CloudFormation infrastructure as code for stack management. Use when writing templates, deploying stacks, managing drift, troubleshooting deployments, or organizing infrastructure with nested stacks.
flutter-init
bear2uUse when user wants to create a new Flutter project (Todo/Habit/Note/Expense/Custom domain) with Clean Architecture, Riverpod 3.0, Drift, and modern Flutter stack
server-tick
dadbodgeoffServer-authoritative tick system for multiplayer games with lag compensation, anti-cheat validation, and deterministic physics. Prevents speed hacks and teleports while keeping gameplay fair for high-latency players.
mobile-components
dadbodgeoffMobile-first UI components including bottom navigation, bottom sheets, pull-to-refresh, and swipe actions. Touch-optimized with proper gesture handling.
email-service
dadbodgeoffProduction email service with templates, queuing, and delivery tracking. Supports transactional emails, marketing campaigns, and webhooks.
geographic-clustering
dadbodgeoffGrid-based geographic clustering with O(n) performance, medoid finding for map markers, and multi-factor risk scoring from event density, sentiment, and recency.
ai-coaching
dadbodgeoffMulti-turn conversational AI for intent extraction, clarification, and generation readiness detection. Guides users through articulating creative intent with structured parameter extraction.
logging-observability
dadbodgeoffStructured JSON logging with correlation IDs, request context propagation across async boundaries, performance timing decorators, and worker metrics collection.
validation-quarantine
dadbodgeoffData validation with quality scoring and quarantine for suspicious records. Validates incoming data without blocking the pipeline, enabling manual review of edge cases.
exception-taxonomy
dadbodgeoffHierarchical exception system with HTTP status codes, machine-readable error codes, and structured responses for consistent API error handling across all endpoints.
webhook-security
dadbodgeoffImplement secure webhook handling with signature verification, replay protection, and idempotency. Use when receiving webhooks from third-party services like Stripe, GitHub, Twilio, or building your own webhook system.
deduplication
dadbodgeoffEvent deduplication with canonical selection, reputation scoring, and hash-based grouping for multi-source data aggregation. Handles both ID-based and content-based deduplication.
provenance-audit
dadbodgeoffAI generation provenance and audit trail tracking. Records decision factors, data lineage, reasoning chains, confidence scoring, and cost tracking for AI-generated content.
jwt-auth
dadbodgeoffImplement secure JWT authentication with refresh token rotation, secure storage, and automatic renewal. Use when building authentication for SPAs, mobile apps, or APIs that need stateless auth with refresh capabilities.
ai-generation-client
dadbodgeoffExternal AI API integration with retry logic, rate limiting, content safety detection, and multi-turn conversation support for image generation.
intelligent-cache
dadbodgeoffMulti-layer caching with type-specific TTLs, get-or-generate pattern, memory and database layers, and graceful invalidation without cache stampede.
file-uploads
dadbodgeoffProduction-grade secure file upload pipeline with multi-stage validation, malware scanning (ClamAV), hash-based duplicate detection, and race condition protection using distributed locks.
api-client
dadbodgeoffCentralized TypeScript API client with typed namespaces, automatic token refresh with request deduplication, TanStack Query integration, and consistent error handling.
dead-letter-queue
dadbodgeoffStore failed jobs for replay or manual inspection. Track failure patterns, enable manual intervention, and prevent data loss from processing errors.
feature-flags
dadbodgeoffImplement a feature flag system for gradual rollouts, A/B testing, and kill switches. Use when you need to control feature availability without deployments, test features with specific users, or implement percentage-based rollouts.
snapshot-aggregation
dadbodgeoffDaily compression of time-series data with merge logic for multiple pipeline runs, structured aggregation for dashboards, and storage estimation for capacity planning.
checkpoint-resume
dadbodgeoffExactly-once processing semantics with distributed coordination for file-based data pipelines. Atomic file claiming, status tracking, and automatic retry with in-memory fallback.
oauth-social-login
dadbodgeoffImplement OAuth 2.0 social login with Google, GitHub, and other providers. Handles token exchange, user creation, and account linking.
stripe-integration
dadbodgeoffComplete Stripe payments integration with subscriptions, webhooks, and customer portal. Use when adding billing to a SaaS application with subscription tiers, usage-based pricing, or one-time payments.
tier-entitlements
dadbodgeoffImplement subscription tier-based feature gating and usage limits. Centralized tier configuration, database usage tracking, and clean APIs for checking limits.
backpressure
dadbodgeoffManage data flow when producers outpace consumers. Bounded buffers, adaptive flushing, and graceful degradation prevent OOM crashes and data loss.
batch-processing
dadbodgeoffCollect-then-batch pattern for database operations achieving 30-40% throughput improvement. Includes graceful fallback to sequential processing when batch operations fail.
distributed-lock
dadbodgeoffPrevent race conditions across multiple instances. Only one instance can hold a lock at a time. Automatic expiration prevents deadlocks.
health-checks
dadbodgeoffImplement health check endpoints for load balancers, Kubernetes, and monitoring. Covers liveness, readiness, and dependency checks.
error-sanitization
dadbodgeoffProduction-safe error handling that logs full details server-side while exposing only generic, safe messages to users. Prevents information leakage of database strings, file paths, stack traces, and API keys.
anomaly-detection
dadbodgeoffRule-based anomaly detection for production systems with configurable thresholds, cooldown periods to prevent alert storms, and error pattern tracking for repeated failures.
graceful-shutdown
dadbodgeoffClean shutdown with in-flight job tracking, signal handlers, and buffer draining. Prevent data loss and corrupted state on process termination.
sse-streaming
dadbodgeoffImplement Server-Sent Events (SSE) for real-time updates with automatic reconnection and heartbeats. Use when building live dashboards, notifications, progress indicators, or any feature needing server-to-client push.
my-skill-name
dadbodgeoffBrief description of what this skill does and when to use it. Be specific about capabilities and use cases to help agents decide when to load this skill.
api-versioning
dadbodgeoffImplement API versioning strategies for backward compatibility. Covers URL versioning, header versioning, and deprecation workflows.
pwa-setup
dadbodgeoffProgressive Web App setup with manifest, mobile meta tags, safe area handling for notched devices, and install prompts for app-like browser experience.
fuzzy-matching
dadbodgeoffMulti-stage fuzzy matching pipeline for entity reconciliation. PostgreSQL trigram pre-filter, salient overlap check, and multi-factor similarity scoring.
job-state-machine
dadbodgeoffAsync job processing with validated state transitions, progress tracking, and asset linking. Ensure jobs always reach terminal states with proper error handling.
caching-strategies
dadbodgeoffImplement multi-layer caching with Redis, in-memory, and HTTP caching. Covers cache invalidation, stampede prevention, and cache-aside patterns.
prompt-engine
dadbodgeoffTemplate-based AI prompt engine with YAML templates, brand kit injection, input sanitization for security, and token-efficient context blocks.
worker-health-monitoring
dadbodgeoffHeartbeat-based health monitoring for background workers with configurable thresholds, rolling duration windows, failure rate calculation, and stuck job detection.
supabase-auth
dadbodgeoffImplement Supabase authentication with SSR support. Email/password auth with automatic session management via cookies. Includes login, signup, email confirmation, and user profiles.
cloud-storage
dadbodgeoffCloud storage integration with signed URLs, visibility control, multi-tenant path conventions, and presigned uploads for direct client uploads.