Django Verification Loop
570Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before rele
Hyperliquid Trading
563Trade perp futures, spot, and RWA on Hyperliquid DEX with up to asset max leverage. Use when placing perp or spot orders, setting TP/SL, or
prometheus-configuration
537Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing met
embedding-strategies
536Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking str
hybrid-search-implementation
514Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approa
Semgrep Security Scan
447Run Semgrep static analysis scan on a codebase using parallel subagents. Supports two scan modes - "run all" (full ruleset coverage) and "im
ui-animation
355Creates, reviews, and debugs UI motion and animation implementations. Covers springs, gestures, drag interactions, clip-path reveals, easing
pytest-coverage
336Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
Cache-Aware Prompting
Structures prompts so provider prompt caching actually applies. Use in any repeated-prefix workload such as RAG, agents or chat.
Respect Effective Context
Stops treating an advertised context window as usable capacity. Use when designing any long-context feature.