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Expert guidance for proactive threat hunting. Use this when the user asks to "hunt" for threads, IOCs, or specific TTPs.

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

Create a PR title and draft description after substantive code changes are finished. Trigger when wrapping up a moderate-or-larger change (runtime code, tests, build config, docs with behavior impact) and you need the PR-ready summary block with change summary plus PR draft text.

A corrected version of a previously malformed skill file that demonstrates proper YAML syntax and structure.

A skill for detecting and fixing malformed YAML syntax in configuration files, particularly SKILL.md frontmatter

AST-based structural code search, security scanning, and refactoring using ast-grep (sg CLI) with pattern matching and code transformation across 40+ languages. Use when performing structural code search, AST-based refactoring, codemod operations, security pattern scanning, or syntax-aware code transformations across files. Do NOT use for simple text search (use Grep tool instead) or full codebase exploration (use Explore agent instead).

Expert assistant for Citadel Finance DeFi protocol - synthetic stablecoin contracts, Foundry development, and Docusaurus documentation

AI-powered text generation, chat, and embeddings using Cohere's language models across multiple cloud platforms (AWS, Azure, GCP, Oracle OCI).

Expert guidance for building scalable Angular applications with TypeScript, signals, standalone components, and modern best practices.

A Python native client for easy interaction with Weaviate vector database instances, supporting semantic search, data management, and ML-powered queries.

Code style and conventions for the SiaPy spectral image processing library. Enforces type hints, naming patterns, and architecture standards.

Enforce engineering integrity by preventing overhyping, ensuring accurate technical claims, and maintaining honest documentation for production systems.

Development guide for the PolyAave protocol - a prediction-market collateralized lending system built on Aave V3 with multi-level debt tracking and oracle-driven pricing.

OpenAI-compatible Whisper API service using whisper.cpp for local audio transcription and translation

Expert assistant for working with DoW:DE leaderboard site - Next.js 14, Supabase, Relic API integration, replay system, and player statistics.

Extract structured data from PyPI packages using Marvin AI

Guide for developing with Real-Sim FIXS (Flexible Interface for XIL Simulation), a multi-resolution X-in-the-loop simulation framework for connected and automated vehicle testing.

Use langchain-core to build LLM applications with composable, modular abstractions. Access base classes for prompts, models, output parsers, and chains.

Design and implement a clean, step-based DSL library for defining actions with parameter validation, authorization, telemetry, and custom business logic in Elixir/Phoenix applications.

AI-powered incident response automation for DevOps teams. Provides coding standards, build commands, and architectural guidance for the Triage monorepo project.