Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.
Empties inbox/ into raw/ and ingests each item into the wiki. Use when the user says sort my inbox, file this, process the inbox, or drops new files in inbox/.
Sets up a recurring weekly report that summarizes AI tool adoption metrics,
highlights new user activations, ranks top workflows, features a productivity
win of the week, tracks costs against budget, and announces upcoming events.
Stores historical data in Google Sheets for trend analysis and posts a
formatted digest to Slack on a configurable schedule.
Use this skill when the user asks about DOT audits, FMCSA compliance reviews, new entrant safety audits (NESA), focused investigations, what auditors actually ask for, audit document checklists, common audit failures, the audit ratings (Satisfactory / Conditional / Unsatisfactory), or how to prepare for an upcoming audit. Cite 49 CFR 385.
Use when evaluating, comparing, researching, or preparing vendor questions for Generative AI platforms, AI services, orchestration layers, agent frameworks, or AI tooling adoption. Provides a structured scope-research-synthesis workflow covering governance, integrations, tenancy, portability, compliance, pricing, accuracy controls, DevOps maturity, and vendor viability across internal enterprise, B2B SaaS embedding, consumer-facing, and hybrid deployment models.
Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off. This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation. Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility
This skill should be invoked by a review orchestrator (e.g. `reviewer:self-review`) to review SKILL.md files for quality, frontmatter correctness, and convention compliance, and to check the impact of a change on skills across the project.
Comprehensive sound design guidance covering Foley recording, SFX creation and layering, ambient soundscape construction, game audio implementation (Wwise, FMOD), film sound design workflows, field recording techniques, sound library management, and the creative process of building sonic worlds. Use when the user asks about sound designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
Decide which verified polo developments, owned assets, recurring moments, and strategic themes deserve content production for Polo Connect. Use to prioritize what to create now, choose the best content opportunity, avoid redundant publishing, assign timing and format direction, and hand off a production-ready brief without generating the final asset.
Generate localized cover images and reusable image prompts from the shared Punk style library for articles, Xiaohongshu notes, WeChat public account posts, X posts, Instagram, Facebook, LinkedIn, YouTube, TikTok, Pinterest, Snapchat, Reddit, Threads, Bluesky, Medium, topic drafts, and requests for covers, social cover images, poster prompts, style-template-based image prompts, or image generation from long-form text. Use this skill to analyze source content, resolve unsupported ratios to the closest available generation ratio, select a localized visual style, save the final prompt, and generate the image when an image-generation tool is available.
Personal Graphify overlay for Davis ecosystem — Turnover Shield, Family Brain, Ava AGI, Scout CLI, Vector Hoops/Pitch/Gridiron. Use with pgraphify queries about those products or when compiling tasks across HOME projects.
Think and work like an expert Natural Language Processing Scientist. Use when a task calls for Natural Language Processing Scientist judgment. Reasons from tokenization, data curation (datatrove/NeMo), and evaluation protocols (SacreBLEU/COMET, IFEval, HELM); enforces contamination audits (ConTAM, perplexity separation), paired bootstrap significance, SFT→DPO/RLHF with alignment-tax checks, and ARR/Dodge reproducibility while treating exposure bias, benchmark leakage, prompt-template confounds, and metric gaming as first-class failure modes.
Use to design a pipeline that vectorises support conversations for semantic search or retrieval, with the chunking, PII and deletion decisions made before anything is embedded. Trigger for "make our support conversations searchable", "build a vector index over tickets", "semantic search across transcripts", RAG over support data, chunking transcripts, or an embedding index that returns unhelpful matches.
Expert VBA code reviewer for Excel/Word/Outlook/PowerPoint macros and add-ins. Use this skill whenever the user pastes VBA and asks for a review, audit, feedback, or help improving it. Also trigger when the user reports a bug, a slow macro, a wrong UDF result, a workbook that won't close, or unexpected Office behavior and shares VBA as context — even without the word "review". Trigger on phrases like "what's wrong with this macro", "can you check this VBA", "is this correct", "why is this slow", "review my macro", or any paste of VBA followed by a question. Prioritize correctness over style: check Option Explicit, declaration bugs, error handling, range/array performance, and application-state hygiene before anything cosmetic. Because VBA has no external CI, a review must also say how to *verify* a fix inside the host Office app. For C#/VB.NET Office add-ins use VSTO-review instead; to author the tests a review asks for, use vba-code-test-writing.