DNGitHub
DNYoussef
Firmware extraction and IoT security analysis (RE Level 5) for routers and embedded systems. Use when analyzing IoT firmware, extracting embedded filesystems (SquashFS/JFFS2/CramFS), finding hardcoded credentia...
DNGitHub
DNYoussef
Advanced AgentDB Vector Search Implementation operates on 3 fundamental principles:
DNGitHub
DNYoussef
Use Gemini CLI for research with Google Search grounding and 1M token context
DNGitHub
DNYoussef
Create Claude Code hooks with proper schemas, RBAC integration, and performance requirements. Use when implementing PreToolUse, PostToolUse, SessionStart, or any of the 10 hook event types for automation, valid...
DNGitHub
DNYoussef
Build reliable GitHub integrations, webhooks, and automation bridges
DNGitHub
DNYoussef
Use when conducting comprehensive code review for pull requests across multiple quality dimensions. Orchestrates 12-15 specialized reviewer agents across 4 phases using star topology coordination. Covers automa...
DNGitHub
DNYoussef
Run code in Codex fully isolated sandbox - network disabled, CWD only, Seatbelt/Docker isolation
DNGitHub
DNYoussef
Use Codex CLI in full-auto mode to fix issues iteratively until tests pass. Autonomous debugging and test-fixing loop with sandbox safety.
DNGitHub
DNYoussef
Fix bug command
DNGitHub
DNYoussef
End-to-end testing workflow for validating complete user journeys through web applications using claude-in-chrome MCP. Specializes in test assertions, suite organization, evidence collection, and pass/fail repo...
DNGitHub
DNYoussef
Zero Data Retention mode for sensitive/proprietary code - no code stored on OpenAI servers
DNGitHub
DNYoussef
Screenshot-based visual comparison and regression testing using claude-in-chrome MCP. Captures, compares, and validates UI states to detect layout shifts, visual bugs, and design regressions across viewports.
DNGitHub
DNYoussef
Advanced binary analysis with runtime execution and symbolic path exploration (RE Levels 3-4). Use when need runtime behavior, memory dumps, secret extraction, or input synthesis to reach specific program state...
DNGitHub
DNYoussef
Multi-model consensus using Karpathy LLM Council pattern for critical decisions
DNGitHub
DNYoussef
Apply quantization to reduce memory by 4-32x. Enable HNSW indexing for 150x faster search. Configure caching strategies and implement batch operations. Use when optimizing memory usage, improving search speed,...
DNGitHub
DNYoussef
Systematic technology and market reconnaissance for extracting actionable intelligence from repositories, papers, and competitive landscapes.
DNGitHub
DNYoussef
Use Codex CLI sandbox mode to try risky changes safely. Isolated experimentation with network disabled and directory restrictions.
DNGitHub
DNYoussef
Structured data extraction from web pages using claude-in-chrome MCP with sequential-thinking planning. Focus on READ operations, data transformation, and pagination handling for multi-page extraction.
DNGitHub
DNYoussef
---
DNGitHub
DNYoussef
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems,...
DNGitHub
DNYoussef
Ralph Wiggum persistence loop with intelligent multi-model routing (Gemini, Codex, Claude, Council)
DNGitHub
DNYoussef
Build feature command
DNGitHub
DNYoussef
---
DNGitHub
DNYoussef
Use Codex CLI for sandboxed auditing, debugging, and autonomous prototyping