Content & Media

数据模型设计助手，提供ER图设计与验证、数据库范式检查（3NF/BCNF）、索引优化建议、数据字典生成，与API设计协同确保数据模型一致性，专业数据库设计助力。

Test Bob The Skull with virtual audio injection instead of speaking. Use when testing wake word detection, STT accuracy, full conversation pipeline, or automated testing. Covers setup, configuration, injection methods, and troubleshooting.

Expert video designer that generates comprehensive design specifications based on video direction. Creates precise JSON schemas for scenes including elements, animations, timing, and styling following strict design guidelines.

Creates video presentations with static AI-generated slides and animated transitions. Auto-trigger when users ask to create presentations, slideshows, video presentations, pitch decks, training videos, or animated slide shows. Supports brand consistency via reference images (logos, colors) from the Reference Images folder. Uses fal.ai APIs (Nano Banana Pro for slides, Eleven Labs for voiceover, Kling 2.6 Pro for transitions) and FFmpeg for assembly.

This skill should be used when engineering decisions are being made during code implementation. The Archivist enforces decision documentation as a standard practice, ensuring every engineering choice includes rationale and integrates with Architecture Decision Records (ADRs). Use when writing code that involves choosing between alternatives, selecting technologies, designing architectures, or making trade-offs.

Vitest configuration template and validation logic for test configuration that merges with vite.config.ts. Includes 5 required standards (must merge with vite.config using mergeConfig, required test configuration with globals and jsdom environment, required setup file at src/test/setup.ts with @testing-library/jest-dom, required dependencies, required npm test scripts). Use when creating or auditing vitest.config.ts files to ensure proper test environment setup.

Export WaveCap transcriptions and pager data. Use when the user wants to export transcriptions as JSON, download reviewed transcriptions with audio, or export pager feed data.

Guide on optimizing Bluera Knowledge search results through proper intent selection, detail level strategies, result limiting, and store filtering. Teaches when to use minimal vs contextual vs full detail, and how to choose the right search intent for different query types.

Master database design, SQL optimization, system architecture, and design patterns. Learn PostgreSQL, MongoDB, Redis, and distributed system design.

Modern type-safe Typer CLI patterns with type hints, Enums, and sub-apps. Use when building CLI applications, creating Typer commands, implementing type-safe CLIs, or when user mentions Typer, CLI patterns, type hints, Enums, sub-apps, or command-line interfaces.

Ingest project documentation and code into persistent semantic memory (Qdrant + Voyage embeddings). Use when user wants to remember context across sessions, ingest docs, or search previous work. Requires Qdrant running locally and VOYAGE_API_KEY set.

Pattern for creating skills with YAML frontmatter that enables progressive disclosure and token optimization. Use when building skills, optimizing context usage, or implementing domain expertise with minimal token overhead. Demonstrates how to structure SKILL.md files with metadata-driven loading that achieves 84% token reduction compared to manual instructions. Triggers on "create skill with metadata", "token optimization", "progressive disclosure", "skill frontmatter", "efficient skill design".

This skill should be used when the user asks to "move candidate through pipeline", "schedule an interview", "manage applications", "track hiring progress", "source candidates", "advance to next stage", or mentions recruiting workflows in Ashby. Provides guidance on effective candidate pipeline management and recruiting best practices.

Guidelines and patterns for writing bash/shell scripts. Use when creating new shell scripts, bin scripts, or bash utilities. Includes script templates, header comments, error handling, and common patterns.

Expert .NET 10 Debugging Strategist using CLI-first diagnosis.Use when user encounters:- Bugs, errors, exceptions in .NET/C# applications- Performance issues (slow, high CPU, memory leaks)- Crashes, deadlocks, race conditions- Need root cause analysisTriggers: "debug", "error", "exception", "crash", "memory leak", "high CPU","performance", "dotnet-dump", "dotnet-counters", "stack trace", "NullReferenceException","deadlock", "race condition", "OutOfMemoryException", "slow", "timeout"

This skill should be used when building UI components, adding animations, or reviewing design decisions with Emil Kowalski's design philosophy. Triggers include "make it feel Linear", "emil style", "tasteful animation", or when designing interactive components that need craft and restraint.

Systematically challenge assumptions, scope, architecture, and design decisions in understanding documents or design docs. Use before design phase to surface risks, edge cases, and overlooked considerations.

Design systems, component libraries, responsive UI/UX, accessibility. Build premium interfaces that enterprise clients expect.

Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.

Homeostatic sensor validating all requirements have design coverage. Checks for requirements without components, APIs, or data models. Quality gate before Code stage. Use to ensure design completeness.