Generate, review, and refine high-retention technical YouTube hooks, outlines, and scripts. Use when the user wants video scripting tailored to a topic, audience, runtime, and…
Answers questions about Brian Douglas's talk on training AI on your own code. Use when a user asks about Brian Douglas's pipeline for capturing agent sessions, extracting skills…
Review, create, and validate Bash scripts when shell work needs strict mode, quoting safety, portability, or interpreter-compatible behavior.
Use when the user asks about Luke Marsden's talk \"Giving Every Agent Its Own Desktop: Lessons from Dogfooding HelixML\" — including questions about HelixML, giving each agent its…
Use when the user asks about Steve Ruiz's AI Native DevCon talk on tldraw, Make Real, annotations as prompt input, canvas workflows, tldraw computer, and agents collaborating on…
Plan a stuck, stale, or unsafe frame into a smaller viable direction with rollback and decision boundaries.
Review diffs, PRs, specs, plans, or review-feedback items and return severity-ranked engineering findings with exact locations.
Analyze broad frontend design requests and route them to the correct local UI skill after classifying intent and maturity.
Create and maintain an LLM-managed markdown wiki that incrementally compiles source material into a persistent, queryable knowledge base; use this skill when users ask for…
Use this skill to analyze underspecified requests through a short interview and surface missing tradeoffs, assumptions, and approval gates before implementation when a prompt is…
Build safe Oak Curriculum API learning flows. Use this skill when Oak endpoints, curriculum maps, or child-facing Apps SDK guidance are needed.
Generate route-aware Open Graph image workflows from existing web apps. Use this skill when route-specific social preview assets need refresh or creation.
Review and triage file-based `todos/` findings into ready, skipped, or revised states before execution.
Design or implement production-ready frontend screens and components. Use this skill when UI build, redesign, accessibility, layout, or state coverage is needed.