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Automated data quality checks for pipelines. Testing pyramids, dbt test patterns, data contracts, circuit breakers, and monitoring. Use when implementing data quality checks, writing dbt tests, defini…
Process quality methodology for the process-siren agent — use before or during Mermaid conversion when the source process shows ambiguity, missing decisions, undefined actors, vague conditions, or str…
A comprehensive guide to integrating AutoFixture with Bogus. Use this when you need to combine AutoFixture and Bogus to generate test data that is both anonymous and realistic. Covers integration of S…
Verify the integrity and consistency of the specification document, ensuring that all necessary specification elements are defined and conform to the standard format.
Debug and troubleshoot Home Assistant integration issues. Use when mentioning error, debug, not working, unavailable, traceback, exception, logs, failing, ConfigEntryNotReady, UpdateFailed, or needing…
Unified media generation - images, videos, and audio through fal.ai MCP. It covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audi…
Provide warm and friendly fable stories and idiom explanations for children aged 3-12 before bedtime. Support users by offering a list of stories to choose from after being activated, or directly expl…
Memory retrieval - Search and read conversational memories (stored as Markdown files).
Use when you need to apply functional exception handling best practices in Java — including replacing exception overuse with Optional and VAVR Either types, designing error type hierarchies using seal…
Generalized Linux incident response and forensic analysis covering Debian/Ubuntu, RHEL/CentOS/Rocky, and SUSE families
The basic skill of using AutoFixture to automatically generate test data. Use it when you need to quickly generate test objects, reduce boilerplate code, and achieve anonymous testing. It covers Fixtu…
Step-by-step PHP version upgrade playbook for PHP 8.0 through 8.4+ with automated tooling. Use when the user asks to upgrade PHP to a new version, check PHP compatibility, fix deprecation warnings, ru…
Implement repair issues for Home Assistant integrations. Gold tier IQS requirement. Use when asked about repair issues, issue registry, user notifications, fixable issues, or actionable alerts.
End-to-end presentation creation from content to final PPTX, including AI illustration generation and 18 design styles. To be used when users mention 'making a PPT', 'creating slides', 'presentation',…
Provides a full-process creation guide for illustrations and music accompaniment for classical poetry; supports in-depth analysis of poetic imagery, generates visual descriptions, and provides a bluep…
Cinematic directing skill for transforming story ideas into film treatment, act structure, scene planning, camera language, and lighting direction for AI-assisted pre-production. Use when users ask fo…
Audit agent lifecycle — validates agent execution capability against configuration. Accepts plugin path, runs 8 semantic audits (capability vs config alignment, skill loading correctness, inter-agent …
Browser automation using Puppeteer or Playwright. Use for web testing, screenshots, form filling, and automated browser interactions.
Private and Internal member testing strategy guide. Use when needing to test private or internal members, set InternalsVisibleTo, or evaluate testability design. Covers design-first thinking, reflecti…
Fix Home Assistant deprecation warnings and upgrade integrations to newer HA versions. Use when encountering deprecated imports, type annotations, or patterns that need updating for HA 2024.x/2025.x c…
Line-by-line execution path tracer for PR diffs, git diffs, or specified code sections. Maps every line to its screen/URL, data flow, and execution context like a debugger's step-through. Outputs a st…
Video processing toolkit. Use when user wants to: - Download videos from YouTube or other sites - Remove silence from videos - Trim, cut, or extract segments from videos - Extract audio from video fil…
A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, f…
Prepare a structured brief for an upcoming meeting with relevant context, open items, data points, and talking points. Used by digital twin personas to reduce meeting preparation overhead.