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Provides OWASP Top 10 vulnerability details and mitigation strategies for security audits and code reviews.

Debugs grid systems and coordinate calculations to ensure precise placement of annotations and arrows in video compositions.

Step-by-step recipes for creating demo videos with exact timing and shot breakdowns for skills, agents, plugins, and tutorials.

Generates scene-by-scene narration scripts with timing markers, pacing guidance, and CTA patterns for video production.

Manages test data through fixtures and factories, enabling efficient test data strategy implementation and database seeding for testing environments.

Provides ffmpeg-based audio mixing patterns for video production, balancing narration and music with ducking and precise timing.

Utility for parsing and analyzing OrchestKit skill metadata from SKILL.md files, enabling structured extraction for demo production.

Validates plugin configurations and reports health issues in OrchestKit, enabling efficient troubleshooting and system reliability checks.

Provides parallel analysis agents for comprehensive feature verification, testing changes, and validating implementation correctness.

Optimizes LLM costs by caching prompts for Claude and OpenAI, reducing token usage for repeated prefixes and system prompts.

Creates polished demo videos for software skills, plugins, tutorials, and custom content with an interactive format selection workflow.

Handles per-service configurations, workspace detection, and root vs service context separation in monorepo structures.

Provides advanced LLM guardrails for hallucination prevention, fact-checking, toxicity detection, and red-teaming using NeMo, Guardrails AI, and OpenAI.

Generates customizable templates and animations for smooth video scene transitions with precise timing patterns.

Records HTTP interactions during Python tests for deterministic replay, ensuring reliable execution against external services.

Creates polished marketing videos by integrating terminal recordings, Manim animations, and branded overlays using Remotion.

Optimizes video engagement through platform-specific pacing rules, cut frequency analysis, and attention curve application for social media content.

Enables video narration creation with ElevenLabs TTS, featuring voice selection and precise segment timing control.

Provides Alembic migration patterns for SQLAlchemy 2.0 async, enabling database schema versioning, zero-downtime deployments, and reversible changes.

Provides proven formulas for creating compelling video hooks in the first 3 seconds to capture attention and stop scrolling across social media platforms.

Optimizes images in Next.js 15 applications using AVIF/WebP formats, responsive sizing, blur placeholders, and CDN integration for improved performance.

Generates text-based ASCII diagrams to visualize system architecture, data flows, and workflows for clear technical communication.

Generates MP4 animations using Manim to visualize agent workflows, skill pipelines, and architecture diagrams for Remotion integration.

Provides best practices for creating AI avatar videos and integrating HeyGen with Remotion for talking head video production.