RF / SDR Security Research
Authorized RF/SDR security research: signal identification, replay-feasibility study in shielded labs, and wireless protocol analysis within applicable spectrum and authorization constraints.
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Authorized RF/SDR security research: signal identification, replay-feasibility study in shielded labs, and wireless protocol analysis within applicable spectrum and authorization constraints.
Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.
Monitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection, and continuous regression testing.
Execute exactly one explicitly assigned YYLO Ledger task through the Ralph loop to a validated queued commit. Use only when the user explicitly requests ralph-loop-yylo.
Completely delete and rewrite a file or module from scratch when structural rot makes patching impossible.
Comprehensive performance optimization guide for React and Next.js applications, adapted from Vercel’s published guidance. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues.
Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management.
Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.
Architecture and integration patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
Prepare source-linked conversation handoffs and bounded document summaries, preserving decisions, uncertainty and task state within the host context limit.
Code review requires technical evaluation, not emotional performance.
Triage ASM/recon output for ownership before testing
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Implement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting. Automate common tasks while maintaining thorough coverage of attack surfaces.
Configure Redis for caching and data storage. Set up clustering, persistence, and Sentinel. Use when implementing Redis caching or queues.
Red-team operator discipline
Client-facing red-team deliverable format
Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.
分析康复训练数据、识别康复模式、评估康复进展,并提供个性化康复建议
Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
Audit and repair repository hygiene across artifacts, dependencies, CI, docs, Git state, and code-quality signals. Use for repository maintenance, cleanup, health checks, or pre-release hardening.
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